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Type 'q()' to quit R. > library(testthat) > library(mbest) Loading required package: nlme > test_check("mbest") 2025-04-23 16:16:57.667322 INFO:mbest.mhglm:Creating design matrix 2025-04-23 16:16:57.68216 INFO:mbest.mhglm:Grouping factor and random effect design matrix 2025-04-23 16:16:57.695084 INFO:mbest.mhglm:Setting weights 2025-04-23 16:16:57.696742 INFO:mbest.mhglm:Setting offset 2025-04-23 16:16:57.698435 INFO:mbest.mhglm:Fitting model 2025-04-23 16:16:57.702445 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:16:57.720314 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:16:57.722668 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:16:57.724584 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:16:57.729695 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:16:57.738219 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:16:57.740127 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:16:57.741937 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:16:57.746447 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:16:57.781628 INFO:mbest.mhglm:Creating design matrix 2025-04-23 16:16:57.783908 INFO:mbest.mhglm:Grouping factor and random effect design matrix 2025-04-23 16:16:57.786806 INFO:mbest.mhglm:Setting weights 2025-04-23 16:16:57.788421 INFO:mbest.mhglm:Setting offset 2025-04-23 16:16:57.790042 INFO:mbest.mhglm:Fitting model 2025-04-23 16:16:57.791814 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:16:57.809479 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:16:57.811454 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:16:57.813324 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:16:57.817626 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:16:57.822689 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:16:57.824072 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:16:57.825356 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:16:57.828492 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:16:57.834485 INFO:mbest.mhglm:Creating design matrix 2025-04-23 16:16:57.835971 INFO:mbest.mhglm:Grouping factor and random effect design matrix 2025-04-23 16:16:57.838015 INFO:mbest.mhglm:Setting weights 2025-04-23 16:16:57.839132 INFO:mbest.mhglm:Setting offset 2025-04-23 16:16:57.840243 INFO:mbest.mhglm:Fitting model 2025-04-23 16:16:57.841465 INFO:mbest.mhglm.fit:Fitting models in parallel 2025-04-23 16:16:58.10009 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:16:58.103315 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:16:58.106279 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:16:58.123966 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:16:58.147783 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:16:58.150406 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:16:58.152456 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:16:58.166712 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:16:58.207122 INFO:mbest.mhglm:Creating design matrix 2025-04-23 16:16:58.209492 INFO:mbest.mhglm:Grouping factor and random effect design matrix 2025-04-23 16:16:58.212858 INFO:mbest.mhglm:Setting weights 2025-04-23 16:16:58.214524 INFO:mbest.mhglm:Setting offset 2025-04-23 16:16:58.216543 INFO:mbest.mhglm:Fitting model 2025-04-23 16:16:58.218799 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:16:58.32107 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:16:58.324228 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:16:58.327067 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:16:58.333965 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:16:58.346051 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:16:58.349162 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:16:58.351846 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:16:58.357275 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:16:58.393997 INFO:mbest.mhglm:Creating design matrix 2025-04-23 16:16:58.397212 INFO:mbest.mhglm:Grouping factor and random effect design matrix 2025-04-23 16:16:58.401289 INFO:mbest.mhglm:Setting weights 2025-04-23 16:16:58.403266 INFO:mbest.mhglm:Setting offset 2025-04-23 16:16:58.405276 INFO:mbest.mhglm:Fitting model 2025-04-23 16:16:58.407429 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:16:58.505694 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:16:58.50731 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:16:58.508727 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:16:58.511752 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:16:58.516861 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:16:58.518286 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:16:58.519702 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:16:58.522713 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:16:58.528929 INFO:mbest.mhglm:Creating design matrix 2025-04-23 16:16:58.530703 INFO:mbest.mhglm:Grouping factor and random effect design matrix 2025-04-23 16:16:58.532998 INFO:mbest.mhglm:Setting weights 2025-04-23 16:16:58.534166 INFO:mbest.mhglm:Setting offset 2025-04-23 16:16:58.535326 INFO:mbest.mhglm:Fitting model 2025-04-23 16:16:58.536603 INFO:mbest.mhglm.fit:Fitting models in parallel 2025-04-23 16:16:58.821567 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:16:58.823781 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:16:58.825739 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:16:58.841399 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:16:58.860227 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:16:58.862575 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:16:58.864811 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:16:58.879909 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:16:58.923394 INFO:mbest.mhglm:Creating design matrix 2025-04-23 16:16:58.926347 INFO:mbest.mhglm:Grouping factor and random effect design matrix 2025-04-23 16:16:58.930043 INFO:mbest.mhglm:Setting weights 2025-04-23 16:16:58.931899 INFO:mbest.mhglm:Setting offset 2025-04-23 16:16:58.934078 INFO:mbest.mhglm:Fitting model 2025-04-23 16:16:58.936491 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:16:58.959515 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:16:58.962013 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:16:58.964706 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:16:58.970886 INFO:mbest.mhglm.fit:Computing covariance estimate 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covariance estimate 2025-04-23 16:16:59.062806 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:16:59.065229 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:16:59.067804 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:16:59.073738 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:16:59.085545 INFO:mbest.mhglm:Creating design matrix 2025-04-23 16:16:59.088401 INFO:mbest.mhglm:Grouping factor and random effect design matrix 2025-04-23 16:16:59.092111 INFO:mbest.mhglm:Setting weights 2025-04-23 16:16:59.094147 INFO:mbest.mhglm:Setting offset 2025-04-23 16:16:59.096374 INFO:mbest.mhglm:Fitting model 2025-04-23 16:16:59.098822 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:16:59.122692 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:16:59.125642 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:16:59.128227 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:16:59.134085 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:16:59.142857 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:16:59.145111 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:16:59.147287 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:16:59.158217 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:16:59.168899 INFO:mbest.mhglm:Creating design matrix 2025-04-23 16:16:59.171392 INFO:mbest.mhglm:Grouping factor and random effect design matrix 2025-04-23 16:16:59.174694 INFO:mbest.mhglm:Setting weights 2025-04-23 16:16:59.176251 INFO:mbest.mhglm:Setting offset 2025-04-23 16:16:59.177507 INFO:mbest.mhglm:Fitting model 2025-04-23 16:16:59.179045 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:16:59.191572 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:16:59.193006 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:16:59.195059 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:16:59.200377 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:16:59.207164 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:16:59.208971 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:16:59.210716 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:16:59.215086 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:16:59.248131 INFO:mbest.mhglm:Creating design matrix 2025-04-23 16:16:59.250112 INFO:mbest.mhglm:Grouping factor and random effect design matrix 2025-04-23 16:16:59.252535 INFO:mbest.mhglm:Setting weights 2025-04-23 16:16:59.253884 INFO:mbest.mhglm:Setting offset 2025-04-23 16:16:59.255188 INFO:mbest.mhglm:Fitting model 2025-04-23 16:16:59.256725 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:16:59.278205 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:16:59.280855 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:16:59.283096 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:16:59.288837 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:16:59.297568 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:16:59.299845 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:16:59.302112 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:16:59.307952 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:16:59.318673 INFO:mbest.mhglm:Creating design matrix 2025-04-23 16:16:59.321123 INFO:mbest.mhglm:Grouping factor and random effect design matrix 2025-04-23 16:16:59.3243 INFO:mbest.mhglm:Setting weights 2025-04-23 16:16:59.32622 INFO:mbest.mhglm:Setting offset 2025-04-23 16:16:59.328113 INFO:mbest.mhglm:Fitting model 2025-04-23 16:16:59.330297 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:16:59.352046 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:16:59.354581 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 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moments 2025-04-23 16:16:59.448086 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:16:59.453147 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:16:59.457912 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:16:59.459262 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:16:59.460567 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:16:59.463742 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:16:59.491141 INFO:mbest.mhglm:Creating design matrix 2025-04-23 16:16:59.49288 INFO:mbest.mhglm:Grouping factor and random effect design matrix 2025-04-23 16:16:59.495077 INFO:mbest.mhglm:Setting weights 2025-04-23 16:16:59.496262 INFO:mbest.mhglm:Setting offset 2025-04-23 16:16:59.497439 INFO:mbest.mhglm:Fitting model 2025-04-23 16:16:59.498734 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:16:59.512489 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:16:59.513908 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:16:59.515311 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:16:59.518539 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:16:59.523765 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:16:59.525109 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:16:59.526396 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:16:59.529555 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:16:59.537237 INFO:mbest.mhglm:Creating design matrix 2025-04-23 16:16:59.539164 INFO:mbest.mhglm:Grouping factor and random effect design matrix 2025-04-23 16:16:59.542788 INFO:mbest.mhglm:Setting weights 2025-04-23 16:16:59.54429 INFO:mbest.mhglm:Setting offset 2025-04-23 16:16:59.545528 INFO:mbest.mhglm:Fitting model 2025-04-23 16:16:59.548154 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:16:59.567698 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 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covariance estimates 2025-04-23 16:16:59.90915 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:16:59.911313 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:16:59.928731 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:16:59.949532 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:16:59.951889 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:16:59.954225 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:16:59.971796 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:16:59.996393 INFO:mbest.mhglm:Creating design matrix 2025-04-23 16:16:59.998962 INFO:mbest.mhglm:Grouping factor and random effect design matrix 2025-04-23 16:17:00.002702 INFO:mbest.mhglm:Setting weights 2025-04-23 16:17:00.0047 INFO:mbest.mhglm:Setting offset 2025-04-23 16:17:00.006745 INFO:mbest.mhglm:Fitting model 2025-04-23 16:17:00.009291 INFO:mbest.mhglm.fit:Fitting models in parallel 2025-04-23 16:17:00.225469 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:00.227814 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:00.229827 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:00.244054 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:00.262513 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:00.264705 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:00.266648 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:00.280684 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:00.370854 INFO:mbest.mhglm:Creating design matrix 2025-04-23 16:17:00.373961 INFO:mbest.mhglm:Grouping factor and random effect design matrix 2025-04-23 16:17:00.380237 INFO:mbest.mhglm:Setting weights 2025-04-23 16:17:00.382403 INFO:mbest.mhglm:Setting offset 2025-04-23 16:17:00.384625 INFO:mbest.mhglm:Fitting model 2025-04-23 16:17:00.388117 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:00.397552 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:00.400087 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:00.40262 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:00.406666 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:00.412029 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:00.414499 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:00.416776 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:00.421046 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:00.426525 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:00.436025 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:00.438545 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:00.441038 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:00.444921 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:00.450163 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:00.452582 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:00.454866 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:00.459158 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:00.464669 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:00.47435 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:00.476988 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:00.479521 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:00.483564 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:00.488941 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:00.491352 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:00.493676 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:00.497977 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:00.503607 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:00.513628 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:00.516269 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:00.518793 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:00.522796 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:00.527475 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:00.529388 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:00.531251 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:00.53444 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:00.538904 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:00.546447 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:00.548249 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:00.54958 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:00.551861 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:00.5546 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:00.555948 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:00.55727 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:00.559513 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:00.563395 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:00.570848 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:00.572762 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:00.574584 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:00.579021 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:00.583497 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:00.585602 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:00.587625 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:00.590997 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:00.595795 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:00.60436 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:00.606379 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:00.608337 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:00.611728 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:00.615781 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:00.617729 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:00.619637 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:00.622881 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:00.634571 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:00.642547 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:00.644565 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:00.646486 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:00.649812 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:00.653881 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:00.655832 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:00.657848 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:00.661781 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:00.667342 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:00.676832 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:00.679256 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:00.681569 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:00.685573 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:00.69037 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:00.692701 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:00.694973 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:00.698815 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:00.704307 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:00.713532 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:00.716187 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:00.718304 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:00.723183 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:00.729147 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:00.731707 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:00.733951 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:00.738081 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:00.746052 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:00.760124 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:00.763078 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:00.765993 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:00.771477 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:00.77894 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:00.781838 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:00.7849 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:00.789909 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:00.850823 INFO:mbest.mhglm:Creating design matrix 2025-04-23 16:17:00.853008 INFO:mbest.mhglm:Grouping factor and random effect design matrix 2025-04-23 16:17:00.857938 INFO:mbest.mhglm:Setting weights 2025-04-23 16:17:00.859556 INFO:mbest.mhglm:Setting offset 2025-04-23 16:17:00.861591 INFO:mbest.mhglm:Fitting model 2025-04-23 16:17:00.864104 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:00.871799 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:00.874038 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:00.876198 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:00.880293 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:00.885795 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:00.888373 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:00.890777 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:00.894054 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:00.90008 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:00.909957 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:00.912602 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:00.915137 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:00.919551 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:00.924848 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:00.92736 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:00.929874 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:00.93415 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:00.940221 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:00.950299 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:00.952916 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:00.955439 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:00.959831 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:00.965113 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:00.967622 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:00.970168 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:00.974419 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:00.980423 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:00.990392 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:00.992996 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:00.995529 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:00.999931 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:01.005228 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:01.007752 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:01.009866 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:01.013362 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:01.018745 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:01.028024 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:01.030178 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:01.032196 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:01.035642 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:01.039688 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:01.041644 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:01.043557 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:01.046878 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:01.051588 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:01.059672 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:01.06168 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:01.063632 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:01.067038 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:01.071114 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:01.073293 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:01.075204 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:01.078524 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:01.083214 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:01.091385 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:01.093389 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:01.095313 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:01.098646 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:01.102663 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:01.104581 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:01.106482 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:01.109724 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:01.114335 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:01.12249 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:01.124484 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:01.126408 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:01.129699 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:01.133685 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:01.135614 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:01.137504 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:01.14078 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:01.14544 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:01.153683 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:01.155683 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:01.157807 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:01.161717 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:01.167534 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:01.170563 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:01.17351 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:01.178774 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:01.200963 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:01.210849 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:01.213613 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:01.216034 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:01.220108 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:01.224965 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:01.227153 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:01.229484 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:01.233438 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:01.240097 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:01.250994 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:01.2535 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:01.25594 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:01.260347 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:01.267022 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:01.269342 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:01.271567 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:01.275327 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:01.28407 INFO:mbest.mhglm:Creating design matrix 2025-04-23 16:17:01.286796 INFO:mbest.mhglm:Grouping factor and random effect design matrix 2025-04-23 16:17:01.292998 INFO:mbest.mhglm:Setting weights 2025-04-23 16:17:01.295068 INFO:mbest.mhglm:Setting offset 2025-04-23 16:17:01.297167 INFO:mbest.mhglm:Fitting model 2025-04-23 16:17:01.30063 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:01.308556 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:01.310599 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:01.312896 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:01.316874 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:01.321487 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:01.323232 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:01.324577 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:01.326855 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:01.331071 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:01.339722 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:01.342118 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:01.344357 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:01.34815 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:01.352277 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:01.35366 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:01.354954 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:01.357156 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:01.361085 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:01.368573 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:01.370472 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:01.3728 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:01.376839 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:01.381297 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:01.383344 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:01.38547 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:01.38949 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:01.395243 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:01.404644 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:01.406971 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:01.409121 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:01.41234 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:01.416039 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:01.417794 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:01.419479 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:01.421745 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:01.425003 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:01.430522 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:01.43188 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:01.433191 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:01.435432 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:01.43817 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:01.439502 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:01.440797 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:01.442999 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:01.446152 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:01.451336 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:01.45272 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:01.454027 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:01.456239 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:01.458927 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:01.460238 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:01.46152 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:01.463881 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:01.466989 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:01.472212 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:01.473582 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:01.474891 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:01.477121 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:01.479793 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:01.481114 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:01.482398 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:01.484616 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:01.48773 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:01.492877 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:01.494231 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:01.495523 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:01.497746 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:01.50046 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:01.501801 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:01.503095 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:01.505318 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:01.50845 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:01.513697 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:01.51509 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:01.518054 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:01.522399 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:01.527502 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:01.52979 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:01.5321 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:01.53594 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:01.541419 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:01.55064 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:01.553112 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:01.555518 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:01.559661 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:01.564374 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:01.566663 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:01.569064 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:01.57313 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:01.579765 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:01.591551 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:01.594127 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:01.596354 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:01.601015 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:01.607177 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:01.609343 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:01.611304 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:01.615254 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:01.624744 INFO:mbest.mhglm:Creating design matrix 2025-04-23 16:17:01.627462 INFO:mbest.mhglm:Grouping factor and random effect design matrix 2025-04-23 16:17:01.634054 INFO:mbest.mhglm:Setting weights 2025-04-23 16:17:01.636135 INFO:mbest.mhglm:Setting offset 2025-04-23 16:17:01.638264 INFO:mbest.mhglm:Fitting model 2025-04-23 16:17:01.641335 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:01.649298 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:01.651438 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:01.658073 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:01.660574 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:01.66342 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:01.665632 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:01.668127 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:01.672492 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:01.678605 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:01.688348 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:01.691026 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:01.693559 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:01.69798 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:01.703208 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:01.705151 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:01.707051 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:01.710367 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:01.715037 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:01.722625 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:01.72455 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:01.726411 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:01.729616 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:01.73376 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:01.736845 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:01.739196 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:01.743254 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:01.74866 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:01.757747 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:01.760168 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:01.762551 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:01.766592 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:01.771529 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:01.773487 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:01.775774 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:01.779706 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:01.784945 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:01.793616 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:01.795865 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:01.798043 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:01.80183 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:01.806833 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:01.80918 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:01.811363 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:01.816596 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:01.822095 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:01.830638 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:01.832887 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:01.835056 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:01.838778 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:01.843012 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:01.844983 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:01.846761 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:01.850208 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:01.855047 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:01.863298 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:01.865579 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:01.86776 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:01.871539 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:01.876098 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:01.878288 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:01.880482 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:01.884228 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:01.889551 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:01.89851 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:01.900914 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:01.903087 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:01.906813 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:01.911357 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:01.913657 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:01.915877 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:01.919681 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:01.925057 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:01.933025 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:01.93458 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:01.936367 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:01.940267 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:01.944906 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:01.94713 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:01.949373 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:01.9532 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:01.958253 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:01.966429 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:01.968566 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:01.970587 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:01.974076 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:01.978176 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:01.980203 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:01.982166 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:01.985522 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:01.991024 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:02.002105 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:02.004407 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:02.006578 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:02.01084 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:02.017436 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:02.019832 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:02.021815 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:02.024954 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:02.03021 INFO:mbest.mhglm:Creating design matrix 2025-04-23 16:17:02.031897 INFO:mbest.mhglm:Grouping factor and random effect design matrix 2025-04-23 16:17:02.035554 INFO:mbest.mhglm:Setting weights 2025-04-23 16:17:02.036713 INFO:mbest.mhglm:Setting offset 2025-04-23 16:17:02.037873 INFO:mbest.mhglm:Fitting model 2025-04-23 16:17:02.039868 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:02.045915 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:02.047903 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:02.050009 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:02.05368 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:02.058126 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:02.059621 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:02.061753 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:02.067609 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:02.074672 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:02.085252 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:02.088104 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:02.090605 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:02.095394 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:02.102372 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:02.105414 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:02.108222 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:02.113008 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:02.119616 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:02.130503 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:02.132669 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:02.134511 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:02.138242 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:02.142225 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:02.14444 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:02.146522 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:02.151976 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:02.15917 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:02.169354 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:02.17244 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:02.175992 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:02.180838 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:02.192027 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:02.194507 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:02.196747 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:02.200478 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:02.206075 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:02.214273 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:02.216293 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:02.218193 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:02.223036 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:02.228948 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:02.231805 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:02.235235 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:02.238608 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:02.242367 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:02.248006 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:02.249333 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:02.250577 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:02.252802 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:02.256774 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:02.258698 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:02.260587 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:02.263892 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:02.269751 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:02.27988 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:02.282607 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:02.285197 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:02.289679 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:02.29511 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:02.298067 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:02.299931 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:02.303143 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:02.307359 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:02.317018 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:02.319908 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:02.322418 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:02.327087 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:02.332679 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:02.335285 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:02.337846 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:02.342204 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:02.349182 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:02.360754 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:02.363862 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:02.366481 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:02.37042 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:02.375759 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:02.378298 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:02.380735 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:02.385173 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:02.397873 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:02.40823 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:02.410667 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:02.413059 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:02.41727 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:02.422138 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:02.4245 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:02.426809 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:02.430842 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:02.437897 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:02.450187 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:02.452763 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:02.455234 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:02.459936 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:02.46729 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:02.469955 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:02.472483 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:02.477154 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:02.486943 INFO:mbest.mhglm:Creating design matrix 2025-04-23 16:17:02.490085 INFO:mbest.mhglm:Grouping factor and random effect design matrix 2025-04-23 16:17:02.496542 INFO:mbest.mhglm:Setting weights 2025-04-23 16:17:02.498692 INFO:mbest.mhglm:Setting offset 2025-04-23 16:17:02.500837 INFO:mbest.mhglm:Fitting model 2025-04-23 16:17:02.504656 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:02.514281 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:02.516927 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:02.519316 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:02.52458 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:02.52872 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:02.530319 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:02.532152 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:02.534946 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:02.539826 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:02.547596 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:02.550879 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:02.553509 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:02.55815 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:02.563318 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:02.565745 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:02.568225 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:02.572375 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:02.578247 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:02.587841 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:02.590149 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:02.59247 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:02.596638 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:02.601626 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:02.603996 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:02.606394 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:02.610506 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:02.617071 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:02.628786 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:02.631385 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:02.633505 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:02.637302 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:02.642612 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:02.64497 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:02.647272 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:02.651442 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:02.657152 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:02.666217 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:02.668378 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:02.670502 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:02.674264 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:02.67844 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:02.680314 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:02.682105 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:02.68532 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:02.689937 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:02.698121 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:02.700119 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:02.701914 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:02.705252 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:02.709304 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:02.711137 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:02.713016 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:02.716341 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:02.721436 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:02.73095 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:02.733446 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:02.735577 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:02.739344 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:02.743705 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:02.745787 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:02.758048 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:02.76212 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:02.767471 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:02.776897 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:02.779205 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:02.78149 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:02.7856 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:02.790612 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:02.792956 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:02.795298 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:02.799115 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:02.804436 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:02.814805 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:02.817548 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:02.819977 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:02.824272 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:02.828931 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:02.831318 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:02.833438 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:02.837465 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:02.843075 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:02.852911 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:02.855355 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:02.857723 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:02.861922 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:02.866902 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:02.869232 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:02.871501 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:02.875539 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:02.882635 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:02.894287 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:02.896765 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:02.899597 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:02.904237 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:02.911334 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:02.913597 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:02.915861 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:02.919862 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:03.064754 INFO:mbest.mhglm:Creating design matrix 2025-04-23 16:17:03.067697 INFO:mbest.mhglm:Grouping factor and random effect design matrix 2025-04-23 16:17:03.084655 INFO:mbest.mhglm:Creating design matrix 2025-04-23 16:17:03.086409 INFO:mbest.mhglm:Grouping factor and random effect design matrix 2025-04-23 16:17:03.095388 INFO:mbest.mhglm:Creating design matrix 2025-04-23 16:17:03.098105 INFO:mbest.mhglm:Grouping factor and random effect design matrix 2025-04-23 16:17:03.112632 INFO:mbest.mhglm:Creating design matrix 2025-04-23 16:17:03.115573 INFO:mbest.mhglm:Grouping factor and random effect design matrix 2025-04-23 16:17:03.135953 INFO:mbest.mhglm:Creating design matrix 2025-04-23 16:17:03.138767 INFO:mbest.mhglm:Grouping factor and random effect design matrix 2025-04-23 16:17:03.183663 INFO:mbest.mhglm:Setting weights 2025-04-23 16:17:03.185922 INFO:mbest.mhglm:Setting offset 2025-04-23 16:17:03.187902 INFO:mbest.mhglm:Fitting model 2025-04-23 16:17:03.192141 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:03.196997 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:03.199224 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:03.201427 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:03.204744 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:03.208354 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:03.210569 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:03.212762 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:03.216048 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:03.220261 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:03.225569 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:03.227761 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:03.229928 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:03.23309 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:03.236794 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:03.239331 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:03.241752 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:03.245273 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:03.250377 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:03.256274 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:03.258666 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:03.260933 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:03.26446 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:03.268551 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:03.271005 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:03.281168 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:03.284931 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:03.289467 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:03.294176 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:03.296217 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:03.298282 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:03.301358 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:03.304863 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:03.307243 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:03.30969 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:03.313185 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:03.317707 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:03.322938 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:03.325279 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:03.327528 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:03.330866 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:03.33438 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:03.336493 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:03.338784 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:03.341832 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:03.346479 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:03.351428 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:03.353765 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:03.355986 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:03.359334 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:03.362924 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:03.365071 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:03.367246 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:03.370758 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:03.375094 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:03.380283 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:03.382497 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:03.384826 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:03.388157 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:03.391526 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:03.393791 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:03.395864 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:03.398772 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:03.402553 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:03.406906 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:03.408262 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:03.409585 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:03.411602 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:03.413763 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:03.415104 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:03.416426 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:03.418375 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:03.420974 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:03.424129 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:03.425493 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:03.426812 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:03.428826 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:03.430966 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:03.432292 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:03.433596 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:03.435515 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:03.438117 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:03.441208 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:03.44257 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:03.443888 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:03.445848 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:03.447978 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:03.449345 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:03.450665 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:03.453558 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:03.456578 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:03.459899 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:03.461448 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:03.462956 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:03.465043 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:03.467265 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:03.468625 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:03.469976 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:03.472285 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:03.475259 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:03.478544 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:03.479928 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:03.481259 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:03.483331 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:03.485647 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:03.48705 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:03.488365 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:03.490332 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:03.492957 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:03.49618 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:03.497556 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:03.498879 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:03.500986 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:03.503224 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:03.504561 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:03.505862 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:03.507826 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:03.510421 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:03.513612 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:03.514983 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:03.516415 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:03.518757 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:03.522019 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:03.524115 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:03.526317 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:03.529635 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:03.532418 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:03.535651 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:03.537078 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:03.538579 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:03.540809 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:03.543223 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:03.544714 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:03.546206 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:03.548679 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:03.551759 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:03.55517 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:03.556738 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:03.558164 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:03.560451 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:03.563033 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:03.564569 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:03.566079 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:03.56967 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:03.574278 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:03.578776 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:03.580981 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:03.583388 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:03.587019 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:03.590981 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:03.59341 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:03.595789 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:03.599284 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:03.604058 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:03.609674 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:03.612175 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:03.614658 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:03.618383 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:03.62242 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:03.62494 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:03.627415 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:03.631005 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:03.635216 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:03.640303 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:03.642593 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:03.644805 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:03.648164 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:03.651749 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:03.653975 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:03.656233 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:03.660143 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:03.665715 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:03.671736 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:03.674383 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:03.676955 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:03.68068 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:03.685427 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:03.688354 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:03.691234 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:03.695391 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:03.701379 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:03.707882 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:03.710796 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:03.713747 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:03.717913 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:03.722444 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:03.72537 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:03.728271 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:03.732603 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:03.737926 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:03.74456 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:03.747224 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:03.749914 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:03.754903 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:03.767346 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:03.770539 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:03.773509 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:03.777427 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:03.781774 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:03.785662 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:03.787368 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:03.789023 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:03.791519 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:03.794191 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:03.795822 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:03.798203 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:03.802443 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:03.807874 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:03.814389 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:03.817443 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:03.820406 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:03.824878 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:03.82963 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:03.832537 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:03.835431 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:03.839562 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:03.843894 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:03.850357 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:03.853286 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:03.855865 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:03.859525 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:03.863613 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:03.866306 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:03.869122 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:03.873265 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:03.87821 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:03.88204 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:03.88371 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:03.885295 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:03.887806 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:03.890595 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:03.893191 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:03.895668 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:03.899271 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:03.903931 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:03.909181 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:03.911372 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:03.913507 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:03.916778 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:03.920277 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:03.922397 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:03.924345 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:03.927141 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:03.930802 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:03.935115 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:03.937102 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:03.939015 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:03.942068 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:03.945266 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:03.947273 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:03.949231 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:03.952089 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:03.955843 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:03.960351 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:03.962397 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:03.964388 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:03.967378 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:03.970597 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:03.972595 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:03.97456 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:03.977512 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:03.981349 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:03.985941 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:03.987978 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:03.989948 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:03.992931 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:03.996113 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:03.9981 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:04.000085 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:04.002897 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:04.006872 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:04.011225 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:04.01331 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:04.015299 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:04.018302 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:04.021518 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:04.023515 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:04.025494 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:04.02843 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:04.032301 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:04.036834 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:04.039628 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:04.041726 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:04.044896 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:04.048229 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:04.050266 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:04.052289 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:04.055249 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:04.059202 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:04.063805 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:04.065879 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:04.067902 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:04.070929 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:04.074229 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:04.07627 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:04.078511 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:04.081533 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:04.085471 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:04.090014 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:04.09208 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:04.094106 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:04.097129 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:04.100429 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:04.102473 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:04.104499 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:04.107474 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:04.1115 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:04.115851 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:04.117854 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:04.119826 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:04.122752 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:04.125931 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:04.127917 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:04.129358 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:04.131443 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:04.134344 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:04.137546 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:04.139507 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:04.141439 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:04.144289 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:04.147312 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:04.149336 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:04.15129 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:04.154163 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:04.158102 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:04.162756 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:04.164837 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:04.166848 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:04.169762 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:04.173026 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:04.175029 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:04.177074 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:04.180063 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:04.183843 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:04.188581 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:04.190686 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:04.192709 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:04.195791 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:04.199156 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:04.201212 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:04.203231 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:04.206302 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:04.210322 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:04.215028 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:04.217123 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:04.219207 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:04.222854 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:04.227173 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:04.229864 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:04.232534 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:04.236468 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:04.241571 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:04.247567 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:04.250274 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:04.252996 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:04.256996 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:04.261581 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:04.264513 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:04.267047 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:04.270374 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:04.276308 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:04.282333 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:04.284903 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:04.294476 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:04.298802 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:04.303277 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:04.305895 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:04.308467 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:04.312057 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:04.316876 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:04.322392 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:04.324867 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:04.327288 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:04.330879 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:04.33473 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:04.337203 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:04.339659 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:04.343338 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:04.34801 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:04.35346 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:04.355365 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:04.356896 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:04.35935 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:04.362923 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:04.365015 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:04.367051 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:04.37005 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:04.373979 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:04.378669 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:04.380759 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:04.382796 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:04.385861 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:04.389271 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:04.391337 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:04.393359 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:04.396339 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:04.400335 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:04.405002 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:04.407123 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:04.409165 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:04.411787 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:04.414698 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:04.416471 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:04.418235 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:04.420805 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:04.424861 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:04.428957 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:04.430816 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:04.432614 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:04.435295 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:04.437527 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:04.438903 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:04.440209 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:04.442153 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:04.44475 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:04.447906 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:04.449263 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:04.450577 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:04.452543 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:04.454675 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:04.456018 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:04.457316 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:04.459253 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:04.461799 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:04.464937 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:04.466308 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:04.467617 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:04.46963 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:04.471761 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:04.473099 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:04.474429 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:04.476435 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:04.479005 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:04.482102 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:04.483459 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:04.484792 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:04.486759 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:04.488909 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:04.49027 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:04.491617 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:04.493618 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:04.496237 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:04.499472 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:04.500879 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:04.50221 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:04.504214 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:04.506414 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:04.507756 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:04.509066 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:04.511025 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:04.514005 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:04.518419 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:04.519798 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:04.521129 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:04.523141 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:04.525914 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:04.527255 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:04.528568 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:04.530559 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:04.535695 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:04.54193 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:04.543945 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:04.545892 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:04.548908 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:04.553349 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:04.555421 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:04.557444 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:04.560492 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:04.56592 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:04.572516 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:04.574646 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:04.576672 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:04.579786 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:04.584047 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:04.586074 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:04.588053 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:04.591064 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:04.596357 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:04.602695 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:04.604688 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:04.606612 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:04.609588 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:04.613668 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:04.615614 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:04.617515 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:04.620441 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:04.625619 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:04.631924 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:04.633926 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:04.635877 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:04.638865 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:04.643066 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:04.645087 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:04.647035 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:04.650018 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:04.655269 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:04.661691 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:04.663699 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:04.665652 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:04.668658 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:04.672906 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:04.674926 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:04.676874 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:04.679848 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:04.68512 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:04.691706 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:04.693707 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:04.695646 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:04.698625 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:04.702753 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:04.704707 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:04.706631 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:04.709568 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:04.714795 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:04.721297 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:04.730294 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:04.732338 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:04.735372 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:04.739469 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:04.741426 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:04.743366 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:04.746526 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:04.751388 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:04.755944 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:04.757346 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:04.758705 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:04.760742 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:04.763575 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:04.76492 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:04.766411 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:04.768459 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:04.771974 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:04.77633 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:04.777692 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:04.779009 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:04.781217 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:04.78622 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:04.788653 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:04.791063 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:04.794758 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:04.801543 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:04.812711 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:04.815331 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:04.81767 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:04.822096 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:04.828815 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:04.831186 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:04.833552 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:04.837924 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:04.851408 INFO:mbest.mhglm:Creating design matrix 2025-04-23 16:17:04.854184 INFO:mbest.mhglm:Grouping factor and random effect design matrix 2025-04-23 16:17:04.895704 INFO:mbest.mhglm:Setting weights 2025-04-23 16:17:04.898033 INFO:mbest.mhglm:Setting offset 2025-04-23 16:17:04.900133 INFO:mbest.mhglm:Fitting model 2025-04-23 16:17:04.904559 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:04.909062 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:04.910564 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:04.912059 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:04.914655 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:04.916821 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:04.918392 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:04.920593 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:04.92325 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:04.92597 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:04.928996 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:04.930299 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:04.932093 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:04.935477 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:04.939225 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:04.941536 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:04.943819 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:04.94719 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:04.951539 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:04.956423 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:04.958302 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:04.960138 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:04.963439 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:04.967182 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:04.969515 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:04.971863 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:04.975277 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:04.979735 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:04.984862 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:04.987222 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:04.98952 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:04.992972 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:04.996697 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:04.999032 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:05.001359 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:05.004752 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:05.009163 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:05.014288 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:05.016658 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:05.01941 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:05.023653 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:05.028363 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:05.031279 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:05.034152 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:05.038366 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:05.044573 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:05.049237 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:05.050894 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:05.052487 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:05.054876 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:05.057433 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:05.059039 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:05.060607 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:05.063204 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:05.067809 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:05.073246 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:05.075715 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:05.078159 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:05.081758 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:05.085674 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:05.088117 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:05.090534 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:05.094003 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:05.098569 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:05.104036 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:05.106518 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:05.109153 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:05.113025 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:05.117024 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:05.119489 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:05.121923 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:05.125468 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:05.130065 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:05.135483 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:05.137971 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:05.140409 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:05.144049 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:05.147999 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:05.150044 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:05.151776 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:05.154302 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:05.157819 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:05.162255 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:05.164134 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:05.165891 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:05.168479 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:05.171394 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:05.173222 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:05.175002 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:05.177596 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:05.181559 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:05.18624 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:05.188398 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:05.190601 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:05.193884 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:05.197627 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:05.199888 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:05.202214 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:05.205401 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:05.209675 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:05.214213 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:05.21616 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:05.21807 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:05.223426 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:05.225814 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:05.2272 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:05.22852 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:05.230471 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:05.233046 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:05.237927 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:05.239917 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:05.241245 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:05.247851 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:05.250143 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:05.251464 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:05.252776 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:05.254677 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:05.257622 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:05.260538 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:05.261955 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:05.263293 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:05.265203 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:05.268754 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:05.270894 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:05.272926 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:05.27566 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:05.278916 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:05.284239 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:05.286424 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:05.288589 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:05.291816 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:05.295305 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:05.297448 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:05.300641 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:05.304175 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:05.309418 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:05.314677 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:05.316918 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:05.319102 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:05.322301 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:05.325685 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:05.327815 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:05.330026 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:05.333207 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:05.337083 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:05.341976 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:05.344011 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:05.345975 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:05.348906 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:05.352129 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:05.354071 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:05.356035 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:05.358835 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:05.365066 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:05.370769 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:05.373376 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:05.375718 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:05.379353 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:05.38326 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:05.385677 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:05.388057 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:05.391737 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:05.396784 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:05.402548 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:05.405121 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:05.407635 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:05.41143 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:05.415062 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:05.417247 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:05.41954 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:05.422932 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:05.427771 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:05.43341 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:05.435465 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:05.437398 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:05.440392 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:05.443535 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:05.445416 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:05.447263 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:05.449985 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:05.4544 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:05.459052 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:05.460975 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:05.462835 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:05.464966 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:05.467244 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:05.468688 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:05.470056 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:05.472123 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:05.47489 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:05.478433 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:05.47989 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:05.481269 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:05.483331 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:05.48561 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:05.486991 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:05.488333 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:05.490331 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:05.4931 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:05.496465 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:05.497881 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:05.499238 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:05.501319 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:05.503564 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:05.504939 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:05.506289 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:05.508305 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:05.510996 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:05.514341 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:05.516264 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:05.518673 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:05.521017 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:05.523858 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:05.526262 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:05.528589 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:05.531231 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:05.536313 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:05.541529 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:05.543775 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:05.546889 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:05.55087 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:05.554833 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:05.557824 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:05.560323 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:05.56428 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:05.570069 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:05.575928 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:05.578479 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:05.580962 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:05.584641 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:05.588725 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:05.591189 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:05.593601 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:05.596667 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:05.601318 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:05.607065 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:05.609571 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:05.611971 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:05.615476 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:05.619322 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:05.621719 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:05.623916 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:05.626967 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:05.630863 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:05.63567 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:05.637787 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:05.639856 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:05.642922 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:05.646263 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:05.648359 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:05.650436 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:05.652687 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:05.655314 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:05.659219 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:05.660592 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:05.661901 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:05.663866 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:05.665968 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:05.667485 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:05.669011 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:05.671433 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:05.674969 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:05.678676 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:05.680729 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:05.682744 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:05.685724 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:05.688872 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:05.69092 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:05.693002 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:05.69607 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:05.700779 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:05.7057 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:05.707834 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:05.709971 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:05.713173 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:05.716809 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:05.718954 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:05.720371 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:05.722344 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:05.729924 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:05.73308 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:05.734459 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:05.735817 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:05.737751 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:05.739839 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:05.741156 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:05.742443 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:05.744295 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:05.746751 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:05.749703 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:05.751071 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:05.752397 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:05.754287 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:05.756334 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:05.757617 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:05.758874 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:05.760758 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:05.76323 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:05.76618 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:05.767488 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:05.768696 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:05.770502 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:05.772464 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:05.773706 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:05.774912 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:05.776684 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:05.779109 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:05.782042 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:05.783306 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:05.784514 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:05.786327 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:05.788335 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:05.789563 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:05.790863 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:05.793863 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:05.798203 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:05.802151 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:05.803525 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:05.804916 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:05.80696 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:05.809193 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:05.810624 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:05.811936 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:05.814208 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:05.816978 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:05.821003 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:05.823002 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:05.824936 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:05.827773 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:05.830872 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:05.832816 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:05.834742 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:05.837256 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:05.840582 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:05.84456 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:05.846322 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:05.84803 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:05.85061 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:05.853403 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:05.855115 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:05.856796 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:05.859323 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:05.862776 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:05.867264 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:05.869357 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:05.871403 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:05.874519 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:05.877906 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:05.879966 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:05.881997 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:05.885018 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:05.889025 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:05.893809 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:05.895914 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:05.897988 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:05.901109 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:05.904504 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:05.906639 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:05.908689 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:05.911777 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:05.916404 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:05.921104 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:05.923212 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:05.925275 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:05.928374 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:05.931712 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:05.933782 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:05.935836 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:05.938938 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:05.942902 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:05.947636 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:05.949727 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:05.95178 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:05.954897 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:05.958259 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:05.960321 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:05.96236 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:05.965423 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:05.96939 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:05.974145 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:05.976299 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:05.978363 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:05.981385 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:05.984671 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:05.986029 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:05.987311 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:05.989188 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:05.991738 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:05.994844 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:05.996189 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:05.997494 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:05.999421 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:06.001595 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:06.002911 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:06.004193 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:06.006083 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:06.008616 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:06.011637 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:06.012989 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:06.014282 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:06.016262 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:06.018405 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:06.01973 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:06.021026 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:06.022979 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:06.02597 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:06.029217 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:06.030762 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:06.032353 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:06.034597 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:06.036959 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:06.038418 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:06.03986 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:06.04205 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:06.044866 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:06.048939 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:06.051205 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:06.053453 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:06.056663 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:06.06024 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:06.062517 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:06.064769 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:06.067826 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:06.071834 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:06.076732 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:06.078872 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:06.080955 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:06.084071 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:06.087661 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:06.08991 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:06.092129 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:06.095521 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:06.099903 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:06.105083 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:06.107347 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:06.109693 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:06.113178 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:06.116902 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:06.119295 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:06.121641 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:06.125075 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:06.129381 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:06.133518 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:06.134931 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:06.136399 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:06.14432 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:06.146749 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:06.148134 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:06.149496 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:06.151537 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:06.154621 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:06.160015 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:06.162124 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:06.163832 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:06.167294 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:06.176917 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:06.183399 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:06.185801 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:06.190331 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:06.19738 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:06.204922 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:06.207127 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:06.209184 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:06.212262 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:06.216471 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:06.218495 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:06.220488 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:06.223521 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:06.228716 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:06.235726 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:06.23801 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:06.240151 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:06.243482 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:06.248001 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:06.250095 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:06.252488 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:06.256225 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:06.262664 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:06.269518 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:06.271457 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:06.273284 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:06.276081 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:06.279959 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:06.281786 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:06.283578 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:06.286361 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:06.291177 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:06.299468 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:06.301599 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:06.303089 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:06.305719 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:06.30998 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:06.312982 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:06.314895 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:06.317599 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:06.322399 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:06.32822 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:06.330095 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:06.331406 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:06.33342 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:06.336165 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:06.337466 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:06.338731 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:06.34074 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:06.344644 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:06.350798 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:06.352808 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:06.354732 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:06.357693 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:06.361916 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:06.36395 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:06.36594 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:06.368876 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:06.37395 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:06.379963 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:06.381937 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:06.38386 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:06.386811 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:06.390881 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:06.392808 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:06.394692 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:06.397635 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:06.402838 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:06.409079 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:06.41119 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:06.413168 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:06.416325 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:06.420697 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:06.422749 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:06.424787 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:06.427895 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:06.433402 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:06.439976 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:06.442132 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:06.444182 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:06.447425 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:06.451858 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:06.453903 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:06.455934 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:06.459108 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:06.4652 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:06.475354 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:06.477544 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:06.479604 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:06.483481 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:06.489375 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:06.491453 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:06.493499 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:06.497371 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:06.509758 INFO:mbest.mhglm:Creating design matrix 2025-04-23 16:17:06.512304 INFO:mbest.mhglm:Grouping factor and random effect design matrix 2025-04-23 16:17:06.549766 INFO:mbest.mhglm:Setting weights 2025-04-23 16:17:06.551973 INFO:mbest.mhglm:Setting offset 2025-04-23 16:17:06.553823 INFO:mbest.mhglm:Fitting model 2025-04-23 16:17:06.557826 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:06.562507 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:06.564672 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:06.566724 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:06.569925 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:06.57332 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:06.575349 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:06.577366 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:06.580375 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:06.584304 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:06.588866 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:06.590947 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:06.592983 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:06.59602 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:06.599315 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:06.601371 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:06.603396 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:06.606383 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:06.610314 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:06.614904 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:06.617008 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:06.619067 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:06.62214 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:06.632858 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:06.63524 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:06.637281 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:06.640325 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:06.644234 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:06.64865 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:06.650717 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:06.652744 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:06.655722 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:06.658955 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:06.660978 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:06.662996 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:06.665932 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:06.670249 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:06.675092 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:06.676988 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:06.678866 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:06.681755 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:06.685331 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:06.687542 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:06.6894 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:06.69258 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:06.696961 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:06.701483 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:06.703686 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:06.705612 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:06.709003 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:06.712079 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:06.713957 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:06.71579 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:06.718508 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:06.722106 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:06.726225 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:06.728121 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:06.729944 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:06.732695 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:06.735865 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:06.737975 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:06.740012 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:06.743073 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:06.747019 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:06.751518 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:06.753621 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:06.756069 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:06.75966 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:06.763523 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:06.765859 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:06.768117 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:06.771416 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:06.775796 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:06.779446 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:06.780793 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:06.782721 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:06.785239 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:06.787529 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:06.788941 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:06.79023 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:06.792178 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:06.796006 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:06.79993 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:06.80129 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:06.802585 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:06.804725 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:06.806965 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:06.808329 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:06.809696 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:06.811827 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:06.816499 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:06.82164 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:06.823917 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:06.826181 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:06.829509 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:06.833152 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:06.835374 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:06.837514 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:06.840845 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:06.8452 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:06.850506 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:06.85288 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:06.855143 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:06.858609 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:06.862408 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:06.864969 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:06.867414 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:06.870826 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:06.875225 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:06.880476 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:06.882786 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:06.885098 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:06.888491 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:06.892088 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:06.894228 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:06.896476 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:06.899801 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:06.903999 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:06.908583 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:06.910369 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:06.912689 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:06.915819 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:06.918053 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:06.920041 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:06.921953 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:06.924861 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:06.928553 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:06.933299 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:06.934841 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:06.936883 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:06.94008 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:06.943683 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:06.945606 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:06.947704 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:06.951038 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:06.955402 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:06.960242 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:06.962363 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:06.964635 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:06.968023 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:06.971675 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:06.974033 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:06.976427 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:06.979876 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:06.984215 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:06.989434 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:06.991525 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:06.993554 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:06.996954 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:07.000561 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:07.002694 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:07.004795 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:07.007893 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:07.012016 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:07.016953 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:07.019175 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:07.021327 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:07.024638 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:07.028129 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:07.030266 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:07.032408 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:07.03566 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:07.039817 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:07.044823 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:07.047037 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:07.049169 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:07.052407 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:07.055913 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:07.058055 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:07.060182 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:07.06337 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:07.067452 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:07.072347 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:07.07459 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:07.076843 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:07.080211 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:07.083911 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:07.086222 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:07.088494 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:07.091814 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:07.096876 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:07.101818 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:07.104123 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:07.106412 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:07.109921 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:07.113657 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:07.115923 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:07.118109 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:07.121317 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:07.133067 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:07.137955 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:07.140127 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:07.142272 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:07.145454 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:07.148889 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:07.151055 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:07.153194 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:07.156351 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:07.160614 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:07.16567 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:07.16794 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:07.170134 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:07.173608 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:07.177375 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:07.179712 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:07.182024 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:07.185612 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:07.190161 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:07.195577 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:07.19794 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:07.200242 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:07.203755 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:07.207466 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:07.209739 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:07.212019 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:07.215492 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:07.219911 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:07.225127 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:07.227479 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:07.2298 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:07.233264 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:07.236904 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:07.239044 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:07.241153 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:07.244275 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:07.249071 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:07.254129 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:07.256457 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:07.25875 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:07.262149 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:07.265912 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:07.268439 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:07.271207 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:07.275209 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:07.280382 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:07.286482 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:07.289339 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:07.292128 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:07.296229 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:07.300514 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:07.303121 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:07.305751 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:07.309568 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:07.31456 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:07.319709 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:07.32194 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:07.324168 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:07.327476 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:07.331051 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:07.333299 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:07.335542 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:07.338797 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:07.343024 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:07.347987 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:07.350267 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:07.352507 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:07.356042 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:07.359635 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:07.361912 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:07.364181 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:07.36729 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:07.371462 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:07.376392 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:07.378666 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:07.380943 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:07.384274 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:07.387889 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:07.390369 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:07.392704 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:07.396082 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:07.401295 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:07.406179 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:07.408501 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:07.410835 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:07.413974 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:07.417758 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:07.41993 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:07.4213 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:07.423325 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:07.425989 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:07.429179 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:07.43057 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:07.431901 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:07.433925 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:07.436083 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:07.437477 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:07.43882 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:07.44079 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:07.443421 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:07.446555 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:07.447946 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:07.449287 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:07.451294 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:07.453478 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:07.454824 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:07.456148 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:07.458154 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:07.46073 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:07.463903 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:07.465312 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:07.466633 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:07.468612 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:07.471837 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:07.474055 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:07.476182 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:07.478496 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:07.481115 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:07.48423 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:07.486424 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:07.488258 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:07.490242 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:07.492394 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:07.493747 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:07.495077 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:07.497087 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:07.500237 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:07.503508 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:07.504895 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:07.506226 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:07.508268 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:07.510428 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:07.511775 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:07.513105 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:07.515063 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:07.51767 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:07.521709 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:07.523864 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:07.525979 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:07.529073 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:07.532458 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:07.534587 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:07.536692 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:07.539751 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:07.543774 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:07.548521 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:07.550691 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:07.552798 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:07.55589 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:07.559289 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:07.561418 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:07.563556 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:07.56672 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:07.570871 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:07.575733 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:07.577931 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:07.580111 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:07.58331 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:07.58682 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:07.589023 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:07.591201 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:07.594379 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:07.598505 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:07.603525 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:07.613328 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:07.615531 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:07.618757 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:07.62216 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:07.624268 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:07.626556 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:07.629649 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:07.634333 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:07.638423 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:07.63981 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:07.641165 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:07.643151 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:07.645278 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:07.646618 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:07.647929 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:07.64985 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:07.652381 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:07.65551 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:07.657295 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:07.659351 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:07.662293 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:07.665513 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:07.667532 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:07.669541 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:07.6725 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:07.676295 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:07.680832 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:07.682874 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:07.684892 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:07.687855 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:07.691095 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:07.693135 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:07.695152 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:07.698068 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:07.701854 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:07.706376 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:07.708437 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:07.710452 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:07.713405 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:07.716626 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:07.718666 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:07.720711 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:07.723626 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:07.727622 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:07.732176 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:07.734237 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:07.736284 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:07.739281 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:07.742571 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:07.744629 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:07.746668 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:07.749597 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:07.754097 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:07.758716 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:07.760803 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:07.762855 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:07.765913 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:07.769141 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:07.771207 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:07.77323 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:07.77615 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:07.779952 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:07.784651 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:07.78675 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:07.788777 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:07.791771 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:07.795015 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:07.797395 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:07.800111 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:07.803631 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:07.808069 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:07.813869 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:07.815981 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:07.818395 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:07.822078 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:07.826046 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:07.828459 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:07.830861 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:07.834633 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:07.839308 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:07.844789 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:07.847146 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:07.849066 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:07.852748 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:07.856689 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:07.859115 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:07.861547 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:07.864884 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:07.869212 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:07.874341 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:07.876169 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:07.87848 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:07.88195 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:07.885675 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:07.887908 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:07.890889 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:07.894507 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:07.898968 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:07.904929 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:07.906872 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:07.909989 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:07.91358 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:07.918204 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:07.920333 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:07.922405 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:07.925555 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:07.930184 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:07.936325 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:07.938034 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:07.940198 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:07.943492 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:07.948052 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:07.950283 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:07.952439 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:07.955725 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:07.961489 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:07.968256 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:07.970512 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:07.97271 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:07.976035 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:07.980607 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:07.982823 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:07.985011 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:07.988323 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:07.994107 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:08.000976 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:08.003239 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:08.00546 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:08.008823 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:08.01344 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:08.0157 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:08.017944 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:08.021315 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:08.027169 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:08.034103 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:08.036362 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:08.038551 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:08.041914 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:08.046546 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:08.048771 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:08.050951 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:08.054287 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:08.060165 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:08.067107 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:08.069345 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:08.071527 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:08.074875 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:08.079469 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:08.081669 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:08.083846 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:08.08715 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:08.10404 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:08.11137 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:08.11372 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:08.11595 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:08.119285 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:08.123931 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:08.12614 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:08.128302 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:08.131539 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:08.137234 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:08.144276 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:08.146708 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:08.14896 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:08.15237 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:08.157018 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:08.159235 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:08.161419 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:08.164713 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:08.170472 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:08.177434 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:08.179713 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:08.181672 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:08.184513 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:08.188875 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:08.191088 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:08.193233 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:08.19644 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:08.202068 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:08.210067 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:08.21279 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:08.215043 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:08.218465 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:08.224016 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:08.226405 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:08.228627 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:08.231896 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:08.238238 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:08.248679 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:08.250955 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:08.253143 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:08.25594 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:08.260153 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:08.262326 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:08.264813 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:08.269844 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:08.284108 INFO:mbest.mhglm:Creating design matrix 2025-04-23 16:17:08.287161 INFO:mbest.mhglm:Grouping factor and random effect design matrix 2025-04-23 16:17:08.33277 INFO:mbest.mhglm:Setting weights 2025-04-23 16:17:08.335318 INFO:mbest.mhglm:Setting offset 2025-04-23 16:17:08.337623 INFO:mbest.mhglm:Fitting model 2025-04-23 16:17:08.34247 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:08.348187 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:08.350837 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:08.353381 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:08.357277 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:08.361717 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:08.36449 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:08.367109 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:08.371009 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:08.375968 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:08.381519 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:08.384109 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:08.386596 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:08.390363 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:08.394359 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:08.396831 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:08.399275 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:08.402933 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:08.407501 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:08.411777 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:08.413661 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:08.415494 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:08.418272 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:08.421255 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:08.423131 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:08.424944 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:08.427778 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:08.431384 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:08.435678 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:08.437606 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:08.439474 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:08.442303 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:08.44536 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:08.446978 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:08.448322 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:08.450342 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:08.453506 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:08.457103 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:08.458604 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:08.460003 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:08.462135 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:08.464757 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:08.466138 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:08.467483 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:08.469579 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:08.472729 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:08.476086 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:08.477502 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:08.478883 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:08.480962 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:08.483277 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:08.484752 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:08.486124 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:08.488149 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:08.490806 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:08.494063 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:08.495476 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:08.496828 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:08.498973 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:08.501243 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:08.502618 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:08.504004 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:08.506306 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:08.50903 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:08.512536 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:08.514019 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:08.515413 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:08.517609 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:08.521274 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:08.523568 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:08.525236 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:08.527728 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:08.530969 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:08.536756 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:08.539454 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:08.542149 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:08.546168 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:08.550431 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:08.553039 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:08.555658 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:08.55959 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:08.56493 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:08.570983 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:08.573651 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:08.576275 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:08.580234 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:08.584524 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:08.586868 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:08.588946 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:08.592873 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:08.608845 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:08.61506 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:08.617898 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:08.620511 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:08.624433 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:08.628555 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:08.631047 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:08.633549 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:08.637261 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:08.641996 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:08.647737 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:08.650228 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:08.652675 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:08.656359 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:08.660432 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:08.662919 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:08.665358 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:08.669056 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:08.67291 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:08.678335 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:08.680893 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:08.683375 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:08.687205 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:08.691313 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:08.693812 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:08.696306 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:08.699972 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:08.704763 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:08.710374 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:08.712946 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:08.715441 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:08.719243 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:08.723344 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:08.725883 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:08.728274 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:08.732021 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:08.736878 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:08.742589 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:08.74539 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:08.747947 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:08.751874 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:08.755909 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:08.758379 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:08.760449 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:08.763514 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:08.768981 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:08.774652 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:08.77738 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:08.779949 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:08.78381 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:08.787857 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:08.79037 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:08.792862 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:08.796524 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:08.801238 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:08.806726 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:08.809204 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:08.811649 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:08.815299 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:08.819298 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:08.821709 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:08.823878 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:08.827111 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:08.831283 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:08.835781 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:08.837673 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:08.839474 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:08.84219 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:08.845123 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:08.846914 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:08.848712 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:08.851367 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:08.854839 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:08.859129 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:08.86094 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:08.862638 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:08.864685 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:08.866958 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:08.868949 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:08.870878 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:08.873698 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:08.877393 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:08.881774 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:08.883761 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:08.885702 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:08.888169 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:08.891278 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:08.894199 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:08.896822 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:08.900594 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:08.905926 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:08.911198 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:08.913544 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:08.915838 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:08.91917 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:08.922955 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:08.925323 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:08.927651 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:08.931102 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:08.93555 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:08.940861 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:08.943236 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:08.945524 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:08.948953 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:08.952643 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:08.954943 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:08.957211 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:08.960487 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:08.964975 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:08.970233 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:08.972602 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:08.974946 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:08.9784 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:08.982203 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:08.984544 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:08.986846 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:08.990165 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:08.993906 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:08.998589 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:09.000927 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:09.003164 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:09.006624 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:09.01042 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:09.012797 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:09.015142 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:09.0186 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:09.023066 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:09.028339 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:09.03062 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:09.03292 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:09.036284 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:09.03997 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:09.042219 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:09.04456 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:09.048017 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:09.05319 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:09.05848 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:09.06087 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:09.063271 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:09.066638 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:09.070228 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:09.072425 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:09.074618 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:09.077817 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:09.082024 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:09.087333 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:09.08965 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:09.091924 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:09.095356 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:09.099021 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:09.101293 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:09.103532 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:09.1067 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:09.11093 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:09.115909 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:09.118187 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:09.12041 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:09.123735 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:09.127327 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:09.129504 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:09.131662 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:09.134832 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:09.14621 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:09.150864 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:09.15297 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:09.155083 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:09.158238 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:09.161645 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:09.163804 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:09.16593 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:09.169022 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:09.173108 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:09.177871 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:09.179981 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:09.182027 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:09.185084 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:09.188409 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:09.190524 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:09.192625 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:09.195696 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:09.200406 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:09.205205 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:09.207335 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:09.20943 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:09.212523 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:09.215868 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:09.217925 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:09.219978 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:09.222971 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:09.227011 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:09.231836 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:09.233975 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:09.236095 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:09.239245 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:09.242668 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:09.244773 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:09.246852 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:09.249851 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:09.253875 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:09.258561 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:09.260613 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:09.262733 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:09.265905 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:09.269355 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:09.271467 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:09.273563 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:09.276689 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:09.280787 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:09.285545 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:09.287667 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:09.289739 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:09.292913 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:09.29624 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:09.298326 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:09.300438 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:09.303613 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:09.307732 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:09.312588 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:09.314738 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:09.316833 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:09.319939 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:09.323276 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:09.325346 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:09.327373 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:09.330409 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:09.334951 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:09.339968 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:09.342109 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:09.344227 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:09.347384 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:09.350803 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:09.352911 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:09.354989 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:09.358081 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:09.362152 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:09.367141 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:09.369382 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:09.371503 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:09.374636 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:09.378107 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:09.380188 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:09.382079 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:09.38454 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:09.388272 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:09.39306 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:09.395145 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:09.396815 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:09.399363 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:09.402054 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:09.403718 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:09.405351 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:09.407774 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:09.411008 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:09.415427 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:09.417378 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:09.419312 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:09.422188 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:09.425336 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:09.427254 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:09.429125 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:09.431946 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:09.43566 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:09.440192 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:09.44214 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:09.444016 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:09.446839 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:09.449894 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:09.451791 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:09.453678 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:09.456465 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:09.460822 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:09.465264 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:09.467191 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:09.469113 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:09.472113 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:09.475376 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:09.477348 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:09.479255 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:09.482037 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:09.48568 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:09.490223 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:09.492187 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:09.494021 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:09.496812 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:09.499817 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:09.501669 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:09.50362 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:09.506681 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:09.510699 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:09.515487 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:09.51764 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:09.519714 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:09.522785 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:09.526131 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:09.528223 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:09.530287 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:09.533334 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:09.537292 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:09.542039 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:09.544138 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:09.546196 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:09.54929 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:09.552637 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:09.554702 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:09.556748 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:09.559758 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:09.563542 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:09.567929 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:09.569896 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:09.571824 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:09.574775 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:09.577987 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:09.579935 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:09.581843 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:09.584775 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:09.589149 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:09.593762 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:09.596139 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:09.598202 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:09.601366 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:09.604628 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:09.606498 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:09.608307 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:09.617104 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:09.619746 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:09.622771 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:09.624124 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:09.625485 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:09.627445 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:09.629567 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:09.630883 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:09.632207 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:09.634146 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:09.636608 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:09.639512 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:09.640933 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:09.643173 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:09.645703 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:09.647842 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:09.649182 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:09.650671 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:09.652656 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:09.655136 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:09.65812 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:09.659473 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:09.661492 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:09.664458 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:09.667997 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:09.669989 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:09.671319 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:09.67396 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:09.676636 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:09.680142 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:09.682182 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:09.684579 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:09.687266 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:09.689952 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:09.691784 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:09.693115 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:09.695135 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:09.699655 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:09.70681 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:09.709178 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:09.711525 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:09.715014 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:09.720002 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:09.722392 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:09.724745 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:09.728391 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:09.734707 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:09.741572 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:09.743841 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:09.745882 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:09.748788 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:09.752793 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:09.754673 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:09.756538 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:09.759371 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:09.7643 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:09.77026 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:09.772218 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:09.774274 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:09.777495 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:09.781865 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:09.783942 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:09.785996 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:09.789151 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:09.794633 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:09.802177 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:09.804681 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:09.807182 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:09.81103 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:09.816408 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:09.818906 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:09.821378 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:09.825217 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:09.831868 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:09.839803 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:09.842328 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:09.844798 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:09.84864 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:09.853938 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:09.856417 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:09.85885 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:09.862701 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:09.869358 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:09.877296 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:09.879878 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:09.882388 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:09.886328 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:09.891736 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:09.894148 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:09.896577 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:09.900347 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:09.907158 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:09.914124 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:09.916236 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:09.918199 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:09.921179 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:09.925241 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:09.92716 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:09.929046 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:09.931916 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:09.936947 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:09.94303 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:09.944943 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:09.946806 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:09.949679 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:09.953643 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:09.955516 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:09.957341 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:09.96017 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:09.965138 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:09.971294 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:09.973223 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:09.975079 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:09.977992 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:09.982039 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:09.983917 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:09.985797 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:09.988716 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:09.993848 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:10.000088 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:10.002015 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:10.003869 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:10.006782 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:10.010784 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:10.012648 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:10.014486 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:10.017343 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:10.022931 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:10.03262 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:10.034628 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:10.036515 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:10.040118 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:10.053902 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:10.055988 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:10.057865 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:10.06131 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:10.072226 INFO:mbest.mhglm:Creating design matrix 2025-04-23 16:17:10.074507 INFO:mbest.mhglm:Grouping factor and random effect design matrix 2025-04-23 16:17:10.10947 INFO:mbest.mhglm:Setting weights 2025-04-23 16:17:10.111623 INFO:mbest.mhglm:Setting offset 2025-04-23 16:17:10.113472 INFO:mbest.mhglm:Fitting model 2025-04-23 16:17:10.117026 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:10.121017 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:10.122865 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:10.124666 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:10.127365 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:10.13027 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:10.132082 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:10.133866 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:10.136441 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:10.139813 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:10.143701 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:10.145533 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:10.147318 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:10.150019 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:10.152924 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:10.154742 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:10.156533 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:10.159352 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:10.162767 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:10.166772 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:10.168625 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:10.170436 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:10.173138 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:10.17606 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:10.177892 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:10.179708 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:10.183854 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:10.190171 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:10.195763 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:10.197913 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:10.199903 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:10.203012 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:10.206606 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:10.208704 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:10.210885 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:10.21405 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:10.218214 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:10.221737 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:10.22311 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:10.224428 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:10.226565 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:10.228825 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:10.230137 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:10.232222 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:10.235576 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:10.241003 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:10.245793 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:10.24816 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:10.250202 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:10.252769 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:10.255318 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:10.256864 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:10.258335 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:10.260646 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:10.263637 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:10.267757 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:10.26919 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:10.27057 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:10.272686 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:10.274916 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:10.276999 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:10.279368 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:10.282934 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:10.287653 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:10.292897 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:10.29511 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:10.297297 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:10.300635 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:10.304343 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:10.306639 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:10.308955 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:10.312414 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:10.316947 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:10.322524 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:10.324886 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:10.327193 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:10.330842 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:10.334077 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:10.336324 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:10.33785 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:10.340505 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:10.344098 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:10.349294 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:10.351448 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:10.3535 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:10.356651 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:10.359909 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:10.362046 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:10.364309 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:10.367783 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:10.373135 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:10.378515 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:10.380715 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:10.383018 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:10.386461 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:10.389905 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:10.39219 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:10.394343 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:10.39731 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:10.40095 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:10.405306 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:10.407169 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:10.408962 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:10.411782 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:10.414991 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:10.416951 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:10.418876 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:10.421714 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:10.425566 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:10.430068 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:10.432039 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:10.434014 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:10.436951 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:10.4401 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:10.442058 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:10.443994 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:10.446844 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:10.450568 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:10.455039 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:10.45705 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:10.459017 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:10.461912 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:10.465081 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:10.467146 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:10.469298 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:10.472309 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:10.476232 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:10.480923 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:10.482846 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:10.484721 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:10.487584 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:10.490681 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:10.492871 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:10.495015 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:10.49827 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:10.503285 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:10.508341 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:10.510536 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:10.512727 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:10.516011 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:10.520903 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:10.523955 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:10.526567 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:10.530396 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:10.545516 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:10.551771 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:10.553703 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:10.55522 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:10.557881 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:10.56087 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:10.562325 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:10.565076 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:10.568598 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:10.572769 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:10.577494 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:10.579589 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:10.581612 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:10.584613 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:10.587803 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:10.589788 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:10.591738 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:10.594674 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:10.598391 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:10.602846 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:10.604814 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:10.606724 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:10.609651 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:10.613007 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:10.614974 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:10.617099 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:10.620135 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:10.625035 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:10.629758 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:10.631886 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:10.633962 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:10.636677 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:10.638793 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:10.640116 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:10.641508 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:10.643426 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:10.646688 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:10.649635 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:10.650995 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:10.652289 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:10.654231 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:10.656351 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:10.657802 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:10.65911 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:10.661324 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:10.664078 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:10.668475 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:10.669937 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:10.67138 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:10.674344 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:10.678067 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:10.68043 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:10.682819 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:10.686301 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:10.690756 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:10.69594 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:10.698347 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:10.700771 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:10.704227 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:10.708091 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:10.710487 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:10.712888 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:10.716426 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:10.720892 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:10.726127 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:10.728598 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:10.731016 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:10.734555 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:10.738414 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:10.740855 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:10.743319 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:10.746796 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:10.751101 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:10.755978 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:10.758409 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:10.760837 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:10.764362 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:10.768235 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:10.77052 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:10.772832 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:10.776148 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:10.781134 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:10.78622 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:10.788538 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:10.790823 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:10.794184 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:10.797902 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:10.80021 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:10.802705 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:10.806006 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:10.810276 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:10.816386 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:10.820084 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:10.823366 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:10.828175 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:10.83321 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:10.836331 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:10.839404 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:10.844035 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:10.849984 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:10.856938 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:10.860112 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:10.862907 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:10.866913 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:10.871128 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:10.873696 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:10.876243 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:10.880119 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:10.885093 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:10.890967 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:10.893582 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:10.89614 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:10.900024 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:10.904211 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:10.906786 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:10.909394 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:10.913323 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:10.918405 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:10.924487 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:10.927241 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:10.929876 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:10.933866 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:10.938147 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:10.940786 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:10.94337 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:10.947345 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:10.953246 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:10.959318 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:10.962065 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:10.964708 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:10.968292 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:10.971836 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:10.974501 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:10.977124 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:10.981131 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:10.986218 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:10.992373 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:10.995137 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:10.997836 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:11.002084 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:11.006505 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:11.009245 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:11.011927 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:11.01605 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:11.021788 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:11.028976 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:11.032298 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:11.035469 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:11.040203 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:11.045266 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:11.048417 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:11.05152 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:11.056277 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:11.062305 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:11.069517 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:11.072921 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:11.076107 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:11.080893 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:11.095318 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:11.09921 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:11.102476 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:11.107327 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:11.113452 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:11.120533 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:11.1239 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:11.127138 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:11.13194 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:11.136977 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:11.140155 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:11.143243 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:11.147812 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:11.154594 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:11.161494 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:11.164648 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:11.167882 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:11.172445 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:11.177389 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:11.180412 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:11.183412 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:11.187804 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:11.19341 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:11.20018 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:11.20321 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:11.206185 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:11.210637 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:11.215404 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:11.218386 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:11.221227 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:11.224857 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:11.229585 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:11.235196 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:11.23768 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:11.240157 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:11.24385 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:11.247854 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:11.250351 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:11.252813 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:11.256452 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:11.261208 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:11.266822 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:11.269339 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:11.271846 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:11.275597 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:11.279661 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:11.282193 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:11.284601 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:11.287398 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:11.291877 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:11.297479 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:11.299967 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:11.302451 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:11.306115 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:11.310126 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:11.312619 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:11.315267 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:11.319555 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:11.326019 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:11.332604 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:11.335618 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:11.338587 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:11.343032 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:11.347798 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:11.350763 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:11.353716 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:11.358039 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:11.363807 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:11.370636 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:11.373706 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:11.376767 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:11.381306 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:11.386186 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:11.389286 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:11.392407 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:11.39682 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:11.402449 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:11.409032 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:11.411938 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:11.414534 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:11.418377 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:11.422567 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:11.425141 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:11.427741 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:11.43151 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:11.436389 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:11.442099 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:11.444707 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:11.447309 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:11.451105 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:11.455295 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:11.457889 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:11.460449 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:11.464204 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:11.469115 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:11.474754 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:11.477373 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:11.479945 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:11.483724 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:11.487918 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:11.490486 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:11.493071 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:11.496833 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:11.502486 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:11.508135 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:11.510749 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:11.51332 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:11.517121 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:11.521281 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:11.523869 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:11.526444 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:11.530224 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:11.535108 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:11.540806 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:11.543402 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:11.545965 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:11.549764 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:11.553936 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:11.556524 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:11.559102 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:11.562866 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:11.567721 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:11.573501 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:11.576098 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:11.578681 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:11.582526 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:11.586677 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:11.589265 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:11.591577 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:11.594487 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:11.599402 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:11.605237 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:11.607825 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:11.610428 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:11.61426 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:11.618427 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:11.621031 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:11.623611 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:11.627396 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:11.632304 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:11.638228 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:11.640862 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:11.64347 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:11.647402 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:11.6516 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:11.654166 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:11.656768 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:11.660566 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:11.666116 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:11.674422 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:11.677168 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:11.679736 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:11.683699 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:11.68916 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:11.691719 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:11.694245 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:11.698166 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:11.742373 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:11.751154 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:11.753871 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:11.756454 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:11.760396 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:11.765836 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:11.76833 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:11.770714 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:11.774386 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:11.780956 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:11.789001 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:11.791411 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:11.7938 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:11.797517 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:11.802626 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:11.804991 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:11.807336 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:11.810969 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:11.81828 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:11.825907 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:11.828302 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:11.830631 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:11.833924 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:11.83799 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:11.840054 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:11.842144 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:11.845534 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:11.851375 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:11.858429 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:11.860365 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:11.862081 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:11.865372 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:11.869968 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:11.872151 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:11.874326 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:11.877686 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:11.883521 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:11.889744 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:11.891794 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:11.893858 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:11.897124 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:11.901936 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:11.904174 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:11.906362 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:11.909774 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:11.915738 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:11.921876 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:11.924005 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:11.926096 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:11.929538 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:11.934295 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:11.936504 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:11.938699 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:11.942036 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:11.946953 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:11.953587 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:11.955801 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:11.957996 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:11.961452 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:11.966132 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:11.968332 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:11.970527 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:11.973444 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:11.978576 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:11.985937 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:11.988623 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:11.990875 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:11.994334 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:11.998864 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:12.001134 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:12.00356 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:12.007314 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:12.013114 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:12.020758 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:12.023203 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:12.02532 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:12.028535 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:12.033825 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:12.036706 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:12.040384 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:12.04471 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:12.051568 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:12.062895 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:12.065365 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:12.067479 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:12.071419 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:12.078412 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:12.080836 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:12.082976 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:12.085909 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:12.098827 INFO:mbest.mhglm:Creating design matrix 2025-04-23 16:17:12.10183 INFO:mbest.mhglm:Grouping factor and random effect design matrix 2025-04-23 16:17:12.144322 INFO:mbest.mhglm:Setting weights 2025-04-23 16:17:12.146703 INFO:mbest.mhglm:Setting offset 2025-04-23 16:17:12.14885 INFO:mbest.mhglm:Fitting model 2025-04-23 16:17:12.153327 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:12.158578 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:12.160901 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:12.163161 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:12.166569 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:12.170205 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:12.172438 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:12.174636 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:12.177848 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:12.182051 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:12.187089 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:12.189324 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:12.191495 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:12.194776 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:12.198347 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:12.200592 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:12.203041 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:12.206431 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:12.210478 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:12.215309 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:12.217436 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:12.219547 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:12.223113 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:12.227047 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:12.22951 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:12.231921 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:12.235529 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:12.240151 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:12.245692 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:12.248194 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:12.250796 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:12.254616 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:12.257895 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:12.259344 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:12.260633 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:12.262549 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:12.265108 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:12.277364 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:12.28003 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:12.28212 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:12.285355 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:12.288717 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:12.29073 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:12.292695 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:12.295644 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:12.300191 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:12.304719 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:12.306721 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:12.308657 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:12.31145 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:12.314071 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:12.31615 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:12.317668 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:12.320459 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:12.324621 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:12.330657 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:12.334554 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:12.337073 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:12.340822 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:12.344831 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:12.347222 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:12.349602 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:12.353082 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:12.357667 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:12.363527 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:12.366269 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:12.368981 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:12.373053 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:12.377521 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:12.380237 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:12.382909 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:12.386806 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:12.39193 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:12.39788 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:12.400501 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:12.403223 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:12.407795 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:12.412481 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:12.427227 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:12.429706 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:12.433324 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:12.438134 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:12.443669 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:12.446116 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:12.448523 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:12.452106 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:12.456019 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:12.458447 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:12.460879 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:12.464479 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:12.46997 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:12.475498 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:12.477974 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:12.480419 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:12.484051 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:12.488066 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:12.490532 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:12.492992 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:12.496589 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:12.501357 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:12.50696 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:12.509441 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:12.511901 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:12.515529 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:12.51955 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:12.521994 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:12.524405 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:12.527982 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:12.532639 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:12.53811 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:12.540568 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:12.542996 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:12.5466 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:12.550556 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:12.553009 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:12.555449 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:12.559008 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:12.563661 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:12.569211 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:12.571722 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:12.574195 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:12.577848 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:12.581863 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:12.584341 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:12.586792 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:12.590375 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:12.59502 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:12.600545 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:12.60303 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:12.605466 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:12.609113 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:12.613116 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:12.615563 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:12.61801 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:12.621519 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:12.626294 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:12.632082 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:12.63462 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:12.637101 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:12.640877 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:12.645024 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:12.647517 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:12.649983 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:12.653692 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:12.658522 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:12.665117 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:12.668152 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:12.671093 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:12.675516 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:12.680311 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:12.683236 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:12.686152 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:12.690453 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:12.696088 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:12.702633 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:12.705606 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:12.708514 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:12.712835 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:12.71753 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:12.720499 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:12.72281 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:12.725993 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:12.730117 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:12.73518 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:12.737146 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:12.739055 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:12.74191 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:12.745002 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:12.746934 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:12.748848 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:12.751662 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:12.755412 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:12.76027 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:12.762462 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:12.764612 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:12.76782 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:12.771312 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:12.773396 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:12.775456 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:12.777824 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:12.780735 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:12.783855 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:12.785148 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:12.786387 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:12.78827 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:12.790286 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:12.791729 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:12.792962 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:12.794796 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:12.797208 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:12.801758 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:12.803063 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:12.804882 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:12.806807 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:12.809076 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:12.811098 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:12.812404 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:12.815035 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:12.818791 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:12.823305 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:12.82532 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:12.827295 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:12.83757 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:12.841235 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:12.843313 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:12.845204 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:12.84791 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:12.851382 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:12.855523 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:12.857576 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:12.859561 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:12.862532 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:12.865763 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:12.867766 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:12.869735 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:12.872619 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:12.876409 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:12.880916 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:12.882875 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:12.884782 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:12.887577 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:12.890627 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:12.892536 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:12.894405 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:12.897161 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:12.901591 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:12.906079 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:12.907907 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:12.909686 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:12.912439 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:12.915486 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:12.917378 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:12.919191 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:12.921877 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:12.925503 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:12.929713 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:12.93149 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:12.933241 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:12.936118 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:12.939391 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:12.941355 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:12.943293 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:12.946186 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:12.950005 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:12.954347 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:12.956358 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:12.958152 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:12.960889 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:12.964061 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:12.966056 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:12.968058 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:12.970859 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:12.974282 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:12.978475 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:12.980331 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:12.98224 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:12.985225 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:12.988486 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:12.99052 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:12.992526 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:12.995497 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:12.999292 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:13.00345 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:13.005271 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:13.007108 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:13.010034 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:13.013281 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:13.015308 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:13.017334 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:13.020265 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:13.024575 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:13.028592 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:13.030413 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:13.032274 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:13.035069 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:13.038328 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:13.040412 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:13.042316 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:13.045113 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:13.04875 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:13.052964 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:13.054864 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:13.056742 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:13.059555 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:13.062619 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:13.064536 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:13.066426 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:13.06923 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:13.07264 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:13.076627 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:13.078446 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:13.080216 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:13.082926 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:13.085829 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:13.087633 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:13.089403 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:13.09203 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:13.095503 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:13.099619 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:13.101447 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:13.103205 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:13.105871 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:13.108739 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:13.110534 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:13.112304 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:13.114904 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:13.118321 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:13.122352 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:13.124149 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:13.125918 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:13.128488 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:13.131306 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:13.133077 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:13.134788 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:13.137314 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:13.141211 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:13.145208 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:13.147 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:13.14875 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:13.151368 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:13.15421 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:13.156123 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:13.158263 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:13.16157 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:13.165838 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:13.170952 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:13.173308 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:13.175605 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:13.178585 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:13.181643 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:13.183588 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:13.185741 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:13.188737 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:13.192952 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:13.198008 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:13.199478 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:13.200943 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:13.203648 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:13.206611 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:13.208452 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:13.210528 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:13.213283 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:13.216678 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:13.220252 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:13.222288 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:13.224425 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:13.227694 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:13.231259 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:13.233288 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:13.235358 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:13.238408 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:13.242587 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:13.247577 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:13.249037 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:13.250315 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:13.253221 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:13.256555 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:13.258724 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:13.260778 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:13.263927 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:13.268784 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:13.273885 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:13.276054 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:13.278142 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:13.281251 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:13.284456 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:13.295811 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:13.298219 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:13.301422 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:13.305406 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:13.310446 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:13.312546 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:13.314592 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:13.317663 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:13.320935 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:13.322967 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:13.32498 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:13.328003 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:13.331941 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:13.336534 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:13.338585 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:13.340603 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:13.343599 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:13.346885 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:13.348898 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:13.350905 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:13.353851 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:13.357387 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:13.360821 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:13.362716 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:13.364527 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:13.366757 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:13.368939 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:13.370244 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:13.371525 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:13.373449 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:13.37607 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:13.379149 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:13.380487 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:13.381778 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:13.383725 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:13.385864 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:13.387186 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:13.388509 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:13.39042 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:13.393454 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:13.396679 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:13.397996 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:13.399261 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:13.40118 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:13.403261 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:13.40455 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:13.405799 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:13.407734 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:13.410285 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:13.41343 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:13.414856 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:13.41619 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:13.418312 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:13.421466 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:13.423561 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:13.424918 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:13.426915 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:13.429594 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:13.432828 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:13.434207 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:13.435555 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:13.437604 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:13.439836 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:13.441178 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:13.44249 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:13.444478 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:13.447079 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:13.450243 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:13.451781 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:13.453718 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:13.456245 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:13.458401 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:13.459734 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:13.461262 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:13.464629 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:13.468865 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:13.473055 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:13.475041 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:13.477113 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:13.480223 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:13.483613 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:13.485729 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:13.48774 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:13.490717 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:13.495305 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:13.501463 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:13.50341 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:13.505299 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:13.508178 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:13.512659 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:13.514766 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:13.516854 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:13.520092 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:13.525815 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:13.533514 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:13.535896 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:13.538228 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:13.541771 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:13.546728 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:13.549012 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:13.551356 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:13.555028 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:13.561606 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:13.569151 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:13.571626 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:13.574062 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:13.57787 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:13.583229 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:13.58572 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:13.588171 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:13.591957 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:13.598488 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:13.60628 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:13.608776 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:13.611277 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:13.614931 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:13.619964 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:13.622325 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:13.624669 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:13.628351 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:13.634373 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:13.641844 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:13.64392 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:13.64598 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:13.649626 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:13.654309 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:13.656395 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:13.658283 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:13.661181 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:13.666326 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:13.672518 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:13.674575 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:13.67658 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:13.679667 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:13.68394 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:13.685933 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:13.68783 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:13.69087 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:13.696246 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:13.702988 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:13.705088 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:13.706966 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:13.709844 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:13.713777 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:13.715611 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:13.717409 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:13.72018 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:13.725111 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:13.741581 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:13.743631 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:13.745732 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:13.748928 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:13.753343 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:13.755429 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:13.757475 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:13.760552 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:13.765979 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:13.773533 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:13.775929 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:13.778321 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:13.782118 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:13.787388 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:13.789905 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:13.792362 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:13.79616 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:13.802816 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:13.811301 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:13.814259 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:13.816307 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:13.819975 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:13.825145 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:13.827475 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:13.829838 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:13.833179 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:13.839562 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:13.849929 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:13.852115 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:13.85423 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:13.858279 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:13.864224 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:13.866333 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:13.868407 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:13.872295 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:14.440292 INFO:mbest.mhglm:Creating design matrix 2025-04-23 16:17:14.442591 INFO:mbest.mhglm:Grouping factor and random effect design matrix 2025-04-23 16:17:14.474431 INFO:mbest.mhglm:Setting weights 2025-04-23 16:17:14.475852 INFO:mbest.mhglm:Setting offset 2025-04-23 16:17:14.477052 INFO:mbest.mhglm:Fitting model 2025-04-23 16:17:14.479607 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:14.482636 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:14.484008 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:14.485359 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:14.487373 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:14.489523 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:14.490877 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:14.49219 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:14.494119 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:14.496617 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:14.499518 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:14.500888 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:14.502244 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:14.504173 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:14.506273 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:14.507603 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:14.508905 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:14.510848 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:14.51333 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:14.529195 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:14.53219 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:14.534913 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:14.538854 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:14.542946 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:14.545507 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:14.547969 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:14.551392 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:14.556097 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:14.561518 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:14.564001 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:14.566437 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:14.570078 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:14.574023 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:14.576443 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:14.578885 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:14.582528 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:14.587354 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:14.592862 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:14.595337 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:14.59763 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:14.6037 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:14.610027 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:14.612983 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:14.615027 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:14.617602 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:14.621477 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:14.62548 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:14.627097 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:14.628592 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:14.630856 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:14.633377 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:14.634863 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:14.637067 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:14.640925 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:14.645557 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:14.651669 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:14.654462 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:14.657127 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:14.660394 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:14.663857 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:14.666019 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:14.668546 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:14.672669 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:14.677863 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:14.68349 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:14.685923 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:14.688208 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:14.692129 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:14.696115 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:14.698689 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:14.701242 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:14.70484 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:14.709463 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:14.714896 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:14.717918 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:14.720015 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:14.723089 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:14.726474 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:14.728555 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:14.730627 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:14.733679 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:14.737882 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:14.742816 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:14.745029 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:14.747217 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:14.75058 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:14.754128 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:14.756335 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:14.758602 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:14.761738 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:14.766762 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:14.771829 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:14.774089 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:14.776312 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:14.779596 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:14.78315 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:14.785379 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:14.787585 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:14.790766 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:14.794936 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:14.799738 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:14.801927 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:14.804133 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:14.807348 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:14.810871 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:14.813089 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:14.815274 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:14.819021 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:14.823885 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:14.829434 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:14.831908 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:14.834308 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:14.837885 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:14.841763 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:14.844229 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:14.84679 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:14.850518 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:14.85531 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:14.860963 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:14.863375 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:14.865484 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:14.86861 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:14.871958 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:14.874048 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:14.876167 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:14.879225 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:14.883207 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:14.887759 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:14.889697 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:14.891642 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:14.89451 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:14.897633 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:14.899715 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:14.901786 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:14.904765 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:14.909307 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:14.914061 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:14.916209 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:14.918318 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:14.921436 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:14.924814 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:14.926899 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:14.929035 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:14.932101 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:14.936157 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:14.941123 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:14.94331 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:14.945289 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:14.948296 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:14.951643 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:14.953566 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:14.955033 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:14.957166 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:14.960753 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:14.964878 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:14.966636 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:14.968447 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:14.971272 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:14.974304 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:14.976187 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:14.978054 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:14.980863 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:14.984532 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:14.989021 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:14.990822 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:14.99259 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:14.995446 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:14.9986 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:15.000472 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:15.002257 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:15.004993 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:15.00841 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:15.012885 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:15.014973 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:15.017044 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:15.020044 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:15.023283 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:15.025305 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:15.036762 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:15.040724 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:15.045559 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:15.050248 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:15.052257 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:15.054098 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:15.056856 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:15.059929 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:15.061801 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:15.063643 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:15.06655 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:15.070452 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:15.074858 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:15.076808 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:15.078701 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:15.081653 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:15.084691 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:15.086584 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:15.088469 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:15.091218 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:15.09488 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:15.099167 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:15.100981 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:15.102722 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:15.105355 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:15.108204 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:15.110005 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:15.111803 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:15.114426 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:15.117844 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:15.121946 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:15.123762 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:15.125525 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:15.128212 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:15.131087 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:15.13291 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:15.13467 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:15.137296 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:15.140684 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:15.144647 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:15.146394 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:15.148091 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:15.150606 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:15.153324 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:15.155037 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:15.156724 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:15.159578 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:15.165081 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:15.169439 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:15.171413 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:15.173802 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:15.178437 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:15.183364 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:15.18523 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:15.187448 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:15.190669 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:15.194557 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:15.19918 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:15.20123 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:15.203243 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:15.206329 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:15.209948 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:15.21138 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:15.212754 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:15.214772 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:15.217406 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:15.220542 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:15.221958 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:15.223316 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:15.225359 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:15.228062 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:15.23041 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:15.232754 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:15.236119 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:15.240524 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:15.245497 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:15.24783 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:15.250144 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:15.253451 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:15.256955 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:15.25932 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:15.261737 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:15.265308 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:15.269852 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:15.274818 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:15.277246 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:15.279646 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:15.283079 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:15.28677 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:15.289126 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:15.291466 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:15.294842 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:15.299595 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:15.304511 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:15.30672 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:15.308903 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:15.312094 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:15.316565 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:15.318873 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:15.320909 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:15.3239 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:15.32767 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:15.332031 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:15.333956 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:15.335836 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:15.338586 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:15.341586 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:15.343478 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:15.345619 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:15.349009 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:15.35273 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:15.356555 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:15.358176 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:15.359774 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:15.363395 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:15.367085 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:15.369131 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:15.371165 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:15.374264 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:15.382219 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:15.388576 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:15.391088 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:15.393558 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:15.397193 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:15.401009 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:15.403341 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:15.405567 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:15.40892 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:15.413308 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:15.418255 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:15.420604 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:15.422945 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:15.426273 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:15.42996 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:15.432269 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:15.434573 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:15.437808 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:15.442595 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:15.44732 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:15.449671 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:15.451986 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:15.455347 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:15.458938 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:15.46119 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:15.46334 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:15.466423 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:15.470441 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:15.47508 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:15.477253 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:15.479392 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:15.482481 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:15.485911 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:15.488071 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:15.490195 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:15.493302 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:15.497327 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:15.502314 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:15.504554 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:15.516829 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:15.522294 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:15.52667 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:15.529284 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:15.531818 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:15.534915 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:15.539067 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:15.543913 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:15.546057 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:15.548191 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:15.551361 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:15.554825 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:15.556976 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:15.559086 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:15.562183 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:15.566529 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:15.572096 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:15.574559 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:15.576968 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:15.580607 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:15.584641 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:15.587089 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:15.589551 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:15.593194 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:15.598743 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:15.604337 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:15.606812 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:15.60929 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:15.61236 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:15.615656 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:15.618246 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:15.620588 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:15.624977 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:15.629246 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:15.633199 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:15.635608 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:15.637872 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:15.641563 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:15.645424 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:15.647797 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:15.650034 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:15.653291 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:15.657637 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:15.663412 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:15.667076 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:15.670216 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:15.675847 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:15.680574 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:15.683273 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:15.685878 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:15.690444 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:15.69482 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:15.699851 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:15.70215 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:15.704444 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:15.707871 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:15.711533 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:15.713858 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:15.716018 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:15.719363 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:15.723531 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:15.728679 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:15.730947 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:15.733262 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:15.736826 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:15.740615 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:15.742967 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:15.745296 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:15.748561 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:15.753491 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:15.758597 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:15.761 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:15.763375 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:15.766754 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:15.770588 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:15.77298 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:15.775437 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:15.7789 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:15.78326 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:15.787684 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:15.790048 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:15.792331 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:15.795688 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:15.799254 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:15.801333 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:15.803423 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:15.8065 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:15.810419 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:15.815054 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:15.817165 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:15.819292 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:15.822293 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:15.825555 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:15.827634 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:15.829981 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:15.833402 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:15.837671 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:15.842632 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:15.844995 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:15.847321 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:15.851016 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:15.854894 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:15.857049 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:15.859066 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:15.862051 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:15.866388 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:15.871453 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:15.873731 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:15.875818 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:15.878762 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:15.882206 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:15.884293 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:15.886408 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:15.889393 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:15.89378 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:15.900141 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:15.90231 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:15.904428 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:15.907613 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:15.911932 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:15.914242 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:15.91662 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:15.92022 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:15.926304 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:15.933432 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:15.935809 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:15.938155 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:15.941834 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:15.948987 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:15.951849 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:15.954143 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:15.957822 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:15.963668 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:15.970998 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:15.973381 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:15.975559 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:15.978929 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:15.983753 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:15.986078 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:15.987763 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:15.991287 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:15.997624 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:16.00409 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:16.006191 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:16.008233 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:16.011286 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:16.015569 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:16.017695 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:16.019823 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:16.023019 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:16.039398 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:16.045812 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:16.048143 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:16.050571 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:16.054369 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:16.059418 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:16.061831 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:16.064219 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:16.06872 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:16.074531 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:16.081444 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:16.083788 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:16.086051 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:16.089913 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:16.09679 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:16.099315 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:16.101533 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:16.104944 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:16.11096 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:16.116434 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:16.118614 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:16.120084 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:16.1233 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:16.127017 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:16.129391 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:16.13107 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:16.13454 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:16.140812 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:16.147526 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:16.149715 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:16.151406 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:16.154188 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:16.16071 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:16.164075 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:16.167969 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:16.172187 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:16.178093 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:16.184851 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:16.187177 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:16.18938 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:16.192723 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:16.197265 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:16.199457 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:16.20154 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:16.204715 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:16.210284 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:16.216827 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:16.218968 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:16.221112 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:16.224353 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:16.228721 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:16.230845 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:16.232918 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:16.234952 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:16.239025 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:16.246179 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:16.247703 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:16.249037 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:16.251609 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:16.255731 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:16.257185 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:16.258581 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:16.261205 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:16.275739 INFO:mbest.mhglm:Creating design matrix 2025-04-23 16:17:16.279146 INFO:mbest.mhglm:Grouping factor and random effect design matrix 2025-04-23 16:17:16.327586 INFO:mbest.mhglm:Setting weights 2025-04-23 16:17:16.329768 INFO:mbest.mhglm:Setting offset 2025-04-23 16:17:16.331584 INFO:mbest.mhglm:Fitting model 2025-04-23 16:17:16.33553 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:16.340034 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:16.342049 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:16.344013 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:16.347051 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:16.350283 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:16.352269 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:16.354192 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:16.357005 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:16.360722 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:16.365294 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:16.367337 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:16.369309 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:16.372231 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:16.375401 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:16.377094 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:16.378735 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:16.381185 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:16.385125 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:16.389994 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:16.392155 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:16.394151 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:16.397208 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:16.400621 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:16.402719 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:16.404785 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:16.407805 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:16.411499 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:16.416291 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:16.418519 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:16.420662 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:16.424337 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:16.428214 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:16.43062 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:16.433043 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:16.436574 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:16.441208 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:16.446874 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:16.449336 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:16.45178 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:16.455339 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:16.459425 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:16.461903 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:16.464341 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:16.468016 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:16.473881 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:16.479922 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:16.482458 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:16.484955 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:16.488785 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:16.492793 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:16.495117 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:16.497037 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:16.500144 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:16.504405 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:16.509581 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:16.511905 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:16.51436 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:16.518079 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:16.522134 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:16.524637 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:16.527125 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:16.53095 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:16.553885 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:16.559565 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:16.561636 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:16.563776 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:16.567037 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:16.5708 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:16.57317 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:16.575526 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:16.578914 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:16.583476 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:16.588992 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:16.5914 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:16.593727 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:16.597286 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:16.601061 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:16.603351 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:16.605642 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:16.609008 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:16.614619 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:16.61995 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:16.622248 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:16.624428 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:16.62997 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:16.635093 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:16.637865 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:16.640464 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:16.644365 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:16.649953 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:16.655455 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:16.657918 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:16.660421 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:16.664135 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:16.667976 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:16.670366 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:16.67272 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:16.676332 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:16.680874 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:16.686119 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:16.688456 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:16.690848 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:16.694284 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:16.698025 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:16.70034 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:16.70261 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:16.706078 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:16.71042 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:16.715571 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:16.717906 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:16.720312 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:16.723784 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:16.727615 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:16.730009 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:16.732363 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:16.735392 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:16.739575 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:16.744644 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:16.746972 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:16.749229 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:16.752702 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:16.756399 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:16.758728 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:16.761031 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:16.764433 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:16.768838 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:16.773929 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:16.776256 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:16.778506 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:16.781918 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:16.785553 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:16.787808 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:16.790049 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:16.793527 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:16.798535 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:16.80364 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:16.805956 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:16.808224 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:16.811589 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:16.815206 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:16.817433 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:16.819633 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:16.822966 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:16.827161 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:16.831963 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:16.834246 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:16.836512 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:16.839875 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:16.843502 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:16.845759 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:16.847994 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:16.851309 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:16.856586 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:16.861909 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:16.864353 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:16.866708 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:16.870084 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:16.873693 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:16.875998 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:16.878247 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:16.881508 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:16.885672 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:16.890538 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:16.892316 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:16.894302 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:16.89707 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:16.899595 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:16.901913 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:16.903608 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:16.905966 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:16.910056 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:16.913699 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:16.915286 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:16.916815 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:16.919044 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:16.921495 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:16.923264 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:16.925856 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:16.929313 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:16.93445 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:16.939589 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:16.942065 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:16.944502 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:16.948008 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:16.951832 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:16.954332 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:16.956757 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:16.960219 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:16.964675 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:16.969849 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:16.973163 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:16.976083 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:16.980363 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:16.984774 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:16.987518 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:16.9893 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:16.991944 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:16.995981 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:17.000671 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:17.003079 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:17.005473 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:17.008921 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:17.012658 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:17.015035 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:17.0174 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:17.020773 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:17.025182 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:17.030296 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:17.032967 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:17.035551 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:17.040107 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:17.043504 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:17.045118 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:17.046879 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:17.050159 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:17.054963 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:17.067739 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:17.069929 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:17.072055 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:17.075073 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:17.078395 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:17.080503 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:17.082692 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:17.085853 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:17.090515 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:17.095258 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:17.097423 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:17.099539 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:17.102638 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:17.106008 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:17.108112 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:17.110214 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:17.113262 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:17.11704 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:17.121528 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:17.123625 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:17.125677 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:17.128724 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:17.132175 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:17.134295 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:17.136284 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:17.13928 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:17.143203 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:17.14781 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:17.149937 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:17.152021 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:17.155106 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:17.15858 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:17.160693 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:17.162796 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:17.165865 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:17.169885 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:17.17479 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:17.176883 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:17.178928 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:17.18191 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:17.185174 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:17.187233 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:17.18928 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:17.19224 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:17.195794 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:17.199989 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:17.202101 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:17.204164 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:17.207186 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:17.210487 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:17.212555 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:17.214604 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:17.217575 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:17.222077 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:17.226685 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:17.228786 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:17.230865 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:17.233874 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:17.236747 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:17.238233 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:17.239564 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:17.241477 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:17.244568 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:17.249027 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:17.251098 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:17.253129 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:17.25605 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:17.259268 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:17.261321 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:17.263332 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:17.266239 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:17.270363 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:17.275735 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:17.278234 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:17.280677 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:17.284234 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:17.288134 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:17.290616 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:17.292991 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:17.296588 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:17.301219 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:17.306693 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:17.309224 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:17.311679 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:17.315293 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:17.319225 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:17.321732 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:17.324186 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:17.327742 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:17.331915 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:17.335544 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:17.337154 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:17.338716 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:17.341149 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:17.343683 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:17.345344 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:17.347693 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:17.35182 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:17.358108 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:17.364425 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:17.367069 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:17.369671 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:17.373435 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:17.377549 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:17.380099 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:17.382642 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:17.386316 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:17.390867 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:17.396194 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:17.398571 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:17.400925 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:17.404441 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:17.408611 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:17.410395 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:17.411737 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:17.413805 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:17.416445 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:17.419546 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:17.421221 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:17.422557 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:17.424642 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:17.42688 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:17.428238 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:17.429552 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:17.431537 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:17.434145 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:17.437239 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:17.438642 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:17.439971 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:17.441977 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:17.444168 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:17.445517 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:17.446831 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:17.448783 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:17.451426 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:17.454922 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:17.456674 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:17.458022 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:17.460088 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:17.462287 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:17.463636 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:17.464949 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:17.46717 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:17.470805 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:17.47617 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:17.47859 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:17.480975 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:17.484264 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:17.487616 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:17.489607 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:17.491554 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:17.494358 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:17.497866 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:17.509975 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:17.511614 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:17.513094 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:17.515243 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:17.518146 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:17.520551 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:17.522931 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:17.526443 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:17.529546 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:17.533775 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:17.535981 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:17.537346 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:17.539371 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:17.541886 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:17.543947 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:17.545455 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:17.547412 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:17.551112 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:17.555853 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:17.558022 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:17.560318 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:17.563682 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:17.567292 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:17.56957 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:17.572058 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:17.57547 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:17.579676 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:17.584684 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:17.58702 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:17.589443 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:17.592759 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:17.596334 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:17.59872 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:17.600983 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:17.604196 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:17.609029 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:17.615035 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:17.618037 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:17.620875 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:17.624644 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:17.62802 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:17.630489 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:17.632829 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:17.636303 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:17.640621 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:17.646128 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:17.648127 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:17.650069 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:17.652961 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:17.656066 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:17.65803 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:17.659949 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:17.66278 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:17.666503 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:17.670935 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:17.672909 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:17.674837 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:17.677704 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:17.680813 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:17.682735 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:17.684651 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:17.687476 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:17.691182 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:17.695586 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:17.69757 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:17.699505 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:17.702502 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:17.705502 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:17.706872 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:17.708202 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:17.710196 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:17.712823 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:17.715995 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:17.717375 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:17.718703 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:17.720847 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:17.723605 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:17.72592 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:17.728156 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:17.73159 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:17.736637 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:17.744099 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:17.746503 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:17.748847 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:17.752384 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:17.757051 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:17.759248 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:17.761642 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:17.765246 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:17.77167 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:17.779165 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:17.781482 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:17.783748 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:17.787208 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:17.791468 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:17.793554 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:17.795603 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:17.798676 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:17.803773 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:17.810774 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:17.812947 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:17.815024 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:17.818266 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:17.823155 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:17.825365 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:17.827561 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:17.831 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:17.836788 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:17.844019 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:17.846269 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:17.848609 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:17.852077 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:17.856798 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:17.859198 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:17.861489 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:17.865077 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:17.870933 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:17.877762 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:17.879868 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:17.881874 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:17.884933 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:17.889201 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:17.891483 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:17.893612 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:17.896642 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:17.902301 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:17.909648 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:17.912102 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:17.914494 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:17.917927 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:17.922357 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:17.924812 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:17.927175 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:17.930793 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:17.937135 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:17.943969 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:17.946136 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:17.948188 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:17.95166 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:17.967392 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:17.970314 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:17.972877 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:17.976719 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:17.983114 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:17.991045 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:17.993574 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:17.995899 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:17.999688 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:18.004872 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:18.007254 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:18.009502 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:18.01288 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:18.018897 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:18.026756 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:18.029235 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:18.031721 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:18.03525 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:18.040305 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:18.042768 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:18.045212 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:18.048991 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:18.055484 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:18.062465 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:18.064796 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:18.067302 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:18.071114 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:18.076332 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:18.078807 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:18.081282 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:18.085022 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:18.092139 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:18.103288 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:18.10583 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:18.108129 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:18.11267 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:18.11956 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:18.121924 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:18.124317 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:18.128702 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:18.142942 INFO:mbest.mhglm:Creating design matrix 2025-04-23 16:17:18.145795 INFO:mbest.mhglm:Grouping factor and random effect design matrix 2025-04-23 16:17:18.188216 INFO:mbest.mhglm:Setting weights 2025-04-23 16:17:18.190356 INFO:mbest.mhglm:Setting offset 2025-04-23 16:17:18.192241 INFO:mbest.mhglm:Fitting model 2025-04-23 16:17:18.196148 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:18.200644 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:18.202764 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:18.204789 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:18.208272 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:18.212259 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:18.21476 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:18.21726 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:18.220912 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:18.225695 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:18.231078 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:18.233602 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:18.235999 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:18.239572 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:18.243554 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:18.246045 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:18.248431 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:18.252092 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:18.256627 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:18.262034 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:18.264546 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:18.267074 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:18.270594 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:18.274644 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:18.277087 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:18.279532 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:18.283202 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:18.287883 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:18.293289 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:18.295792 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:18.298272 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:18.301924 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:18.305905 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:18.308368 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:18.31086 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:18.314404 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:18.318994 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:18.324391 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:18.326843 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:18.329241 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:18.332856 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:18.336785 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:18.338842 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:18.340729 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:18.343763 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:18.349032 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:18.354512 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:18.3569 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:18.35934 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:18.363098 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:18.367243 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:18.369761 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:18.3722 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:18.375893 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:18.380575 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:18.385999 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:18.388457 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:18.390874 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:18.39444 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:18.398317 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:18.400634 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:18.403037 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:18.406528 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:18.411132 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:18.416544 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:18.419047 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:18.421507 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:18.425109 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:18.429057 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:18.431505 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:18.433959 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:18.437493 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:18.442115 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:18.447332 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:18.449872 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:18.452378 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:18.455492 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:18.458745 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:18.46112 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:18.463603 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:18.467221 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:18.471953 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:18.47748 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:18.480034 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:18.482576 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:18.486253 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:18.49028 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:18.492827 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:18.495352 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:18.499025 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:18.515305 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:18.521335 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:18.523985 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:18.526532 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:18.5303 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:18.534388 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:18.536801 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:18.539315 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:18.5432 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:18.547887 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:18.553381 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:18.555927 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:18.558401 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:18.562 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:18.565988 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:18.568438 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:18.570925 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:18.574536 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:18.57912 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:18.584654 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:18.587165 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:18.58962 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:18.592786 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:18.596105 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:18.59846 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:18.600907 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:18.604529 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:18.609276 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:18.614867 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:18.617398 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:18.619817 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:18.623456 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:18.627493 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:18.629982 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:18.63247 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:18.636116 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:18.640935 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:18.64655 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:18.649045 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:18.65148 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:18.65493 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:18.658885 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:18.661278 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:18.663636 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:18.667062 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:18.67226 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:18.677482 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:18.679887 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:18.68224 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:18.685697 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:18.689511 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:18.691893 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:18.694255 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:18.697664 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:18.70194 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:18.706942 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:18.708852 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:18.710804 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:18.714113 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:18.7179 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:18.720373 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:18.72273 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:18.726035 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:18.730311 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:18.735372 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:18.737682 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:18.739952 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:18.743307 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:18.746945 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:18.749174 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:18.751505 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:18.754912 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:18.759342 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:18.764496 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:18.766875 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:18.769206 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:18.7727 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:18.776649 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:18.778971 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:18.781281 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:18.784713 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:18.789166 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:18.794474 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:18.796955 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:18.799338 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:18.802911 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:18.806723 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:18.809084 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:18.811464 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:18.814852 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:18.820029 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:18.825256 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:18.827145 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:18.82902 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:18.832299 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:18.836032 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:18.838341 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:18.840735 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:18.844218 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:18.84841 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:18.852805 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:18.854811 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:18.856771 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:18.859738 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:18.862875 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:18.864825 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:18.86674 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:18.869584 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:18.87328 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:18.877764 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:18.879739 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:18.881659 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:18.88452 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:18.887644 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:18.889599 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:18.891532 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:18.894397 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:18.89811 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:18.902503 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:18.904556 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:18.906548 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:18.909457 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:18.912557 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:18.914472 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:18.916354 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:18.91919 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:18.92363 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:18.929 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:18.931431 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:18.933838 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:18.937446 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:18.941385 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:18.943814 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:18.9461 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:18.948073 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:18.951005 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:18.954048 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:18.955389 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:18.956638 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:18.958523 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:18.960547 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:18.961824 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:18.963059 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:18.964874 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:18.96726 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:18.970476 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:18.972556 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:18.974621 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:18.977624 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:18.980958 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:18.983063 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:18.98515 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:18.994026 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:18.997109 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:19.000291 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:19.001865 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:19.003131 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:19.005377 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:19.008573 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:19.00992 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:19.01117 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:19.013094 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:19.015535 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:19.0198 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:19.021387 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:19.022891 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:19.025427 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:19.028628 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:19.030775 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:19.032858 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:19.035968 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:19.040122 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:19.045229 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:19.047387 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:19.049344 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:19.052113 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:19.055085 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:19.057121 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:19.059249 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:19.062588 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:19.067381 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:19.072101 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:19.074186 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:19.076362 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:19.079801 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:19.083162 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:19.084716 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:19.086275 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:19.088631 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:19.09152 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:19.094953 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:19.096646 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:19.098511 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:19.100436 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:19.102473 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:19.103727 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:19.104941 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:19.106763 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:19.109249 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:19.112277 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:19.113621 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:19.115286 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:19.117556 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:19.119791 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:19.121325 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:19.122831 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:19.125363 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:19.129558 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:19.133116 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:19.134635 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:19.136193 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:19.138619 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:19.141302 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:19.143062 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:19.144988 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:19.147797 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:19.151452 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:19.155811 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:19.157821 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:19.159752 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:19.162617 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:19.165757 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:19.16771 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:19.16966 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:19.17246 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:19.176731 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:19.18107 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:19.183034 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:19.184955 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:19.187767 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:19.190844 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:19.19245 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:19.193711 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:19.195537 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:19.197966 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:19.200882 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:19.202182 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:19.20343 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:19.205332 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:19.207347 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:19.208614 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:19.210004 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:19.212621 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:19.217398 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:19.225099 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:19.228352 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:19.231096 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:19.235205 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:19.239672 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:19.242352 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:19.244994 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:19.248817 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:19.253884 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:19.259945 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:19.262611 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:19.26521 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:19.269213 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:19.273414 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:19.276023 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:19.278571 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:19.282421 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:19.286299 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:19.291183 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:19.293183 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:19.295127 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:19.298138 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:19.302654 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:19.305062 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:19.307347 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:19.310703 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:19.314845 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:19.318299 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:19.319767 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:19.321643 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:19.324844 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:19.328365 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:19.331536 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:19.33417 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:19.337796 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:19.34213 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:19.34732 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:19.349763 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:19.352038 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:19.355533 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:19.359021 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:19.361267 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:19.363272 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:19.366553 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:19.370922 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:19.375954 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:19.378281 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:19.380446 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:19.383727 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:19.387265 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:19.389425 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:19.391471 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:19.394528 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:19.398335 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:19.402873 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:19.404732 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:19.4065 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:19.409182 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:19.412114 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:19.41388 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:19.427531 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:19.431058 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:19.434883 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:19.43922 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:19.441329 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:19.443395 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:19.44644 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:19.449736 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:19.451793 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:19.453717 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:19.456445 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:19.460552 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:19.464922 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:19.466987 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:19.468968 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:19.471978 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:19.475213 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:19.477382 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:19.479437 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:19.482365 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:19.485818 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:19.489843 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:19.491619 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:19.493335 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:19.495907 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:19.498718 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:19.500463 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:19.502277 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:19.504885 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:19.50822 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:19.512256 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:19.514071 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:19.515628 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:19.518166 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:19.521085 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:19.522893 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:19.524727 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:19.527326 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:19.530676 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:19.534838 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:19.536672 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:19.538399 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:19.540992 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:19.544072 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:19.546023 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:19.547905 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:19.550724 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:19.554395 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:19.558571 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:19.560601 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:19.562639 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:19.565854 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:19.569307 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:19.571452 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:19.573582 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:19.576664 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:19.581299 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:19.588008 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:19.590261 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:19.592487 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:19.595872 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:19.600546 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:19.602797 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:19.605033 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:19.608093 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:19.613791 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:19.620647 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:19.622836 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:19.625002 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:19.628319 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:19.632862 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:19.63502 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:19.637153 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:19.640399 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:19.646043 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:19.652929 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:19.655221 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:19.657446 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:19.661276 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:19.666864 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:19.669563 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:19.672005 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:19.6747 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:19.678629 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:19.683467 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:19.684988 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:19.686438 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:19.688657 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:19.693035 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:19.695132 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:19.697192 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:19.700284 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:19.705669 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:19.712405 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:19.714533 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:19.716598 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:19.719691 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:19.723955 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:19.726041 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:19.72806 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:19.73116 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:19.736512 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:19.743334 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:19.745476 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:19.74754 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:19.750627 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:19.754889 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:19.756945 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:19.758958 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:19.762032 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:19.767567 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:19.774455 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:19.776721 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:19.778861 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:19.782059 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:19.786427 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:19.788567 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:19.790678 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:19.793871 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:19.799381 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:19.806197 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:19.808411 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:19.810518 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:19.813701 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:19.818465 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:19.820049 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:19.821564 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:19.823811 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:19.827773 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:19.835112 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:19.837754 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:19.840417 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:19.855169 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:19.86129 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:19.864143 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:19.866724 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:19.870732 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:19.877394 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:19.884589 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:19.886398 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:19.888295 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:19.891072 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:19.896182 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:19.898824 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:19.901508 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:19.905321 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:19.912428 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:19.923707 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:19.926345 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:19.928683 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:19.932992 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:19.93937 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:19.941616 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:19.943795 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:19.947974 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:19.96062 INFO:mbest.mhglm:Creating design matrix 2025-04-23 16:17:19.962524 INFO:mbest.mhglm:Grouping factor and random effect design matrix 2025-04-23 16:17:19.995584 INFO:mbest.mhglm:Setting weights 2025-04-23 16:17:19.997742 INFO:mbest.mhglm:Setting offset 2025-04-23 16:17:19.999708 INFO:mbest.mhglm:Fitting model 2025-04-23 16:17:20.003784 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:20.008448 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:20.010599 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:20.012734 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:20.0158 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:20.019171 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:20.021267 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:20.02329 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:20.026326 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:20.030367 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:20.034687 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:20.036701 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:20.038665 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:20.041594 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:20.044787 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:20.046747 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:20.048728 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:20.051625 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:20.055467 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:20.060036 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:20.062056 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:20.064041 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:20.067035 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:20.070392 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:20.07241 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:20.074389 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:20.077396 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:20.081337 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:20.085946 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:20.088055 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:20.09007 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:20.093113 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:20.096395 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:20.098406 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:20.100386 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:20.103326 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:20.107255 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:20.11179 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:20.113833 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:20.115812 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:20.118738 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:20.121946 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:20.123944 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:20.125913 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:20.128786 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:20.133207 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:20.137618 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:20.139638 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:20.14161 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:20.144567 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:20.147794 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:20.149794 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:20.151779 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:20.154779 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:20.15873 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:20.163272 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:20.165326 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:20.167336 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:20.170237 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:20.173402 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:20.175378 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:20.177338 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:20.180183 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:20.183917 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:20.188212 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:20.190212 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:20.192181 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:20.195069 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:20.198201 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:20.200361 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:20.202331 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:20.205198 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:20.208946 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:20.213346 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:20.215351 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:20.217325 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:20.220258 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:20.223518 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:20.225531 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:20.227495 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:20.230378 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:20.234157 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:20.238621 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:20.240636 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:20.242588 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:20.245487 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:20.248646 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:20.250624 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:20.252589 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:20.255423 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:20.259712 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:20.264099 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:20.266059 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:20.268018 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:20.270761 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:20.273768 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:20.275662 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:20.27756 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:20.280338 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:20.284015 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:20.288358 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:20.290328 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:20.292221 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:20.295095 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:20.298304 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:20.300253 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:20.302193 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:20.305027 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:20.321337 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:20.326437 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:20.328594 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:20.330622 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:20.333661 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:20.336923 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:20.338938 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:20.341062 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:20.344024 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:20.347883 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:20.352493 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:20.354521 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:20.356474 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:20.359431 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:20.362796 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:20.364863 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:20.366877 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:20.369857 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:20.373779 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:20.377789 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:20.379442 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:20.381053 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:20.383463 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:20.386098 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:20.387721 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:20.389315 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:20.391681 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:20.395363 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:20.399079 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:20.400751 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:20.402387 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:20.40483 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:20.407526 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:20.409157 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:20.410961 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:20.413652 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:20.417259 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:20.421367 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:20.423238 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:20.425089 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:20.427834 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:20.430834 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:20.432657 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:20.434471 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:20.436903 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:20.439564 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:20.442668 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:20.444047 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:20.445375 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:20.447378 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:20.44954 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:20.450896 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:20.452243 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:20.454187 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:20.456841 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:20.45992 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:20.461301 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:20.462643 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:20.464604 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:20.466823 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:20.468188 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:20.469526 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:20.471519 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:20.474056 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:20.477091 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:20.478492 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:20.479831 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:20.481798 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:20.483944 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:20.485304 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:20.486674 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:20.488676 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:20.491661 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:20.494717 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:20.496114 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:20.497456 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:20.499434 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:20.501608 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:20.502974 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:20.504334 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:20.506313 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:20.508948 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:20.512015 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:20.513404 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:20.514745 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:20.516762 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:20.519206 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:20.520707 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:20.522191 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:20.524315 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:20.527164 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:20.530991 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:20.532412 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:20.533754 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:20.535712 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:20.537837 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:20.539311 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:20.540652 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:20.54263 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:20.545124 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:20.548163 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:20.549546 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:20.550856 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:20.552791 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:20.55524 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:20.556753 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:20.55838 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:20.560484 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:20.563282 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:20.567918 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:20.570142 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:20.572298 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:20.575448 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:20.578803 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:20.580294 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:20.581692 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:20.583726 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:20.588021 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:20.593275 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:20.595718 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:20.598115 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:20.601624 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:20.605467 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:20.607875 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:20.610259 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:20.613764 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:20.618277 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:20.623625 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:20.626069 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:20.628487 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:20.632081 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:20.635973 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:20.638386 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:20.640798 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:20.644314 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:20.648846 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:20.654166 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:20.65658 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:20.658985 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:20.662508 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:20.666367 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:20.668759 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:20.671152 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:20.674634 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:20.679196 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:20.684491 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:20.686923 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:20.689298 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:20.704142 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:20.707964 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:20.71053 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:20.712998 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:20.716578 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:20.721233 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:20.726443 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:20.72879 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:20.731098 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:20.734533 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:20.738281 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:20.740621 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:20.742938 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:20.746392 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:20.751505 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:20.756669 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:20.759003 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:20.761323 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:20.764761 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:20.76857 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:20.770897 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:20.773221 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:20.776634 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:20.781088 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:20.786296 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:20.788663 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:20.791022 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:20.794484 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:20.79828 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:20.800581 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:20.802903 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:20.806367 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:20.810794 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:20.815887 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:20.818014 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:20.820286 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:20.823711 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:20.827277 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:20.829347 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:20.831477 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:20.834718 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:20.838692 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:20.843272 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:20.844636 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:20.846511 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:20.848955 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:20.851426 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:20.852652 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:20.853978 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:20.855977 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:20.8588 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:20.862288 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:20.864113 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:20.865918 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:20.868545 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:20.871302 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:20.873115 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:20.874916 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:20.877548 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:20.88149 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:20.885507 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:20.887338 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:20.889133 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:20.891753 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:20.894608 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:20.896447 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:20.898263 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:20.900858 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:20.904245 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:20.90828 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:20.91013 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:20.911957 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:20.916641 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:20.920775 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:20.923137 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:20.925702 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:20.929031 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:20.933495 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:20.938825 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:20.941145 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:20.943404 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:20.94672 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:20.95035 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:20.952627 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:20.954927 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:20.958204 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:20.962437 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:20.967316 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:20.969628 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:20.971935 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:20.975243 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:20.9789 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:20.981191 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:20.983458 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:20.986738 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:20.991027 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:20.996034 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:20.998373 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:21.000653 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:21.004159 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:21.006873 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:21.008494 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:21.010008 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:21.012174 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:21.015531 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:21.020038 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:21.022541 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:21.025001 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:21.02861 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:21.032778 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:21.035553 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:21.037879 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:21.04129 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:21.045442 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:21.050107 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:21.052202 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:21.054307 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:21.057463 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:21.06079 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:21.062861 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:21.064967 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:21.068047 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:21.072084 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:21.076884 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:21.078938 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:21.081008 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:21.084075 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:21.087306 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:21.089352 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:21.091351 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:21.095689 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:21.099269 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:21.103361 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:21.105099 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:21.106815 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:21.109429 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:21.112255 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:21.11403 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:21.115802 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:21.118508 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:21.121896 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:21.125901 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:21.127688 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:21.129435 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:21.132066 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:21.134852 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:21.136611 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:21.138341 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:21.14087 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:21.156082 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:21.160359 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:21.162229 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:21.164032 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:21.166706 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:21.169553 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:21.171365 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:21.173148 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:21.175714 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:21.179057 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:21.183001 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:21.184791 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:21.186563 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:21.189252 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:21.1921 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:21.193873 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:21.195627 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:21.198218 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:21.201708 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:21.205871 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:21.207707 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:21.209507 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:21.212184 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:21.21506 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:21.216842 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:21.21861 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:21.2213 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:21.224745 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:21.228784 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:21.230591 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:21.232414 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:21.235124 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:21.238018 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:21.239818 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:21.241584 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:21.244252 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:21.247598 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:21.25156 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:21.253336 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:21.255094 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:21.25772 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:21.260404 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:21.262127 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:21.263874 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:21.266392 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:21.270185 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:21.275565 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:21.277336 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:21.279068 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:21.281697 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:21.285298 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:21.287068 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:21.288801 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:21.291382 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:21.295958 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:21.301562 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:21.30341 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:21.305205 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:21.307851 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:21.311448 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:21.313224 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:21.315152 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:21.317815 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:21.322314 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:21.32797 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:21.329819 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:21.331604 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:21.334292 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:21.337908 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:21.339631 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:21.34139 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:21.344001 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:21.348571 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:21.354075 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:21.355884 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:21.357658 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:21.360305 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:21.365532 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:21.367456 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:21.369264 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:21.371977 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:21.376715 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:21.381926 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:21.383462 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:21.384971 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:21.387231 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:21.390382 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:21.391971 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:21.393834 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:21.396636 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:21.400984 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:21.406456 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:21.408391 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:21.410296 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:21.413774 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:21.41861 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:21.420913 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:21.423217 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:21.426732 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:21.432767 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:21.439987 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:21.442342 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:21.444679 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:21.448194 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:21.453019 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:21.455333 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:21.457606 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:21.461086 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:21.465879 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:21.471696 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:21.47355 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:21.475375 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:21.478095 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:21.481844 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:21.483659 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:21.485447 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:21.488146 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:21.492831 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:21.49837 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:21.500211 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:21.502031 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:21.504767 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:21.508492 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:21.510298 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:21.512086 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:21.5148 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:21.519604 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:21.546663 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:21.548222 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:21.549666 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:21.551647 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:21.554414 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:21.555775 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:21.557077 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:21.559073 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:21.562791 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:21.569229 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:21.570602 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:21.571923 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:21.574406 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:21.578102 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:21.57949 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:21.58081 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:21.583269 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:21.591371 INFO:mbest.mhglm:Creating design matrix 2025-04-23 16:17:21.592995 INFO:mbest.mhglm:Grouping factor and random effect design matrix 2025-04-23 16:17:21.63368 INFO:mbest.mhglm:Setting weights 2025-04-23 16:17:21.636347 INFO:mbest.mhglm:Setting offset 2025-04-23 16:17:21.638959 INFO:mbest.mhglm:Fitting model 2025-04-23 16:17:21.644928 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:21.650298 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:21.652554 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:21.654685 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:21.657928 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:21.661708 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:21.664033 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:21.66658 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:21.670128 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:21.674869 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:21.680353 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:21.682682 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:21.685004 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:21.688564 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:21.692411 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:21.694709 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:21.697037 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:21.700464 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:21.704941 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:21.710301 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:21.712589 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:21.714862 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:21.718356 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:21.722195 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:21.724541 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:21.726861 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:21.730475 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:21.735154 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:21.740709 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:21.743107 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:21.745473 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:21.749007 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:21.752925 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:21.755243 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:21.757661 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:21.761244 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:21.765865 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:21.771499 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:21.773298 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:21.774745 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:21.776955 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:21.780234 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:21.782351 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:21.784383 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:21.787191 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:21.791641 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:21.796348 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:21.798351 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:21.80022 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:21.803065 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:21.806225 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:21.808155 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:21.810059 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:21.812855 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:21.816494 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:21.820882 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:21.822837 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:21.824757 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:21.82763 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:21.830799 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:21.83276 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:21.83469 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:21.837501 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:21.84132 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:21.845708 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:21.847682 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:21.849597 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:21.852534 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:21.855656 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:21.857611 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:21.859518 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:21.863819 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:21.868845 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:21.87423 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:21.876646 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:21.878919 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:21.882284 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:21.885933 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:21.888178 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:21.890403 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:21.893661 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:21.8975 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:21.902596 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:21.904806 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:21.90703 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:21.910677 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:21.916892 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:21.919353 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:21.921516 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:21.924755 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:21.929578 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:21.934429 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:21.936597 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:21.938712 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:21.943211 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:21.946936 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:21.949023 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:21.95135 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:21.954385 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:21.958724 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:21.963477 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:21.965629 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:21.967737 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:21.970873 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:21.974546 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:21.976765 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:21.978972 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:21.982183 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:21.986504 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:21.991712 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:21.993943 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:21.99616 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:21.999477 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:22.003077 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:22.005301 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:22.007517 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:22.010813 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:22.015177 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:22.020561 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:22.022851 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:22.025108 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:22.028403 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:22.045992 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:22.048374 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:22.050692 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:22.053649 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:22.057336 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:22.061955 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:22.063856 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:22.06573 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:22.068438 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:22.071307 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:22.073043 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:22.074775 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:22.077334 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:22.081445 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:22.085721 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:22.087507 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:22.089234 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:22.091909 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:22.09479 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:22.096545 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:22.098253 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:22.100806 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:22.104252 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:22.108716 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:22.110542 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:22.112339 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:22.115061 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:22.118 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:22.11977 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:22.121526 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:22.124148 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:22.127757 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:22.132381 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:22.1342 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:22.13597 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:22.138725 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:22.141763 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:22.143588 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:22.145354 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:22.14805 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:22.151636 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:22.156095 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:22.157914 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:22.159658 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:22.162353 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:22.165371 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:22.167259 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:22.169126 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:22.171883 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:22.175553 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:22.180661 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:22.183242 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:22.18576 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:22.18963 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:22.193721 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:22.196256 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:22.198798 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:22.20256 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:22.208273 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:22.214384 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:22.217109 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:22.219705 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:22.223489 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:22.22784 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:22.230492 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:22.23307 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:22.236664 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:22.241294 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:22.246929 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:22.249383 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:22.251925 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:22.255496 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:22.258247 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:22.259849 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:22.261393 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:22.263738 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:22.266874 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:22.272421 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:22.274806 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:22.276959 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:22.280485 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:22.284169 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:22.286528 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:22.289722 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:22.293169 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:22.29777 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:22.303196 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:22.305553 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:22.307847 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:22.31125 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:22.31494 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:22.317059 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:22.319273 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:22.322566 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:22.326964 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:22.332373 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:22.334644 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:22.33688 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:22.340295 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:22.343954 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:22.346167 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:22.348397 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:22.35163 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:22.356684 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:22.361861 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:22.364177 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:22.366426 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:22.369767 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:22.373363 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:22.375551 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:22.377747 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:22.380905 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:22.385085 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:22.390095 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:22.39228 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:22.394462 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:22.397616 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:22.401185 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:22.403384 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:22.405587 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:22.408873 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:22.413859 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:22.419212 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:22.421519 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:22.423817 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:22.427154 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:22.430667 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:22.432809 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:22.435036 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:22.43825 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:22.443075 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:22.449078 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:22.451661 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:22.454226 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:22.458056 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:22.462263 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:22.464823 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:22.467364 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:22.471087 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:22.476019 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:22.482024 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:22.484596 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:22.487145 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:22.490847 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:22.494908 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:22.497394 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:22.499892 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:22.503339 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:22.508893 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:22.514571 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:22.516999 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:22.519374 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:22.522528 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:22.525874 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:22.52802 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:22.530179 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:22.548371 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:22.554303 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:22.559912 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:22.562362 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:22.564775 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:22.568296 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:22.571919 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:22.574054 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:22.576151 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:22.579212 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:22.583268 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:22.587984 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:22.590091 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:22.592147 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:22.595192 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:22.59854 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:22.600605 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:22.60265 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:22.605646 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:22.609618 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:22.61488 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:22.617213 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:22.619499 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:22.622325 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:22.625745 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:22.627854 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:22.629872 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:22.632568 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:22.636563 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:22.641819 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:22.644148 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:22.646482 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:22.649902 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:22.653267 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:22.655493 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:22.657902 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:22.661248 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:22.666562 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:22.672061 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:22.674476 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:22.676831 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:22.680158 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:22.683651 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:22.685844 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:22.688166 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:22.690687 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:22.694065 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:22.697413 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:22.698827 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:22.700248 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:22.702292 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:22.704667 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:22.706924 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:22.709226 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:22.71263 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:22.717048 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:22.722432 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:22.724786 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:22.727135 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:22.730589 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:22.734457 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:22.736793 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:22.73909 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:22.742604 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:22.747307 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:22.752852 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:22.755286 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:22.757659 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:22.761281 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:22.765241 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:22.767649 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:22.770016 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:22.773571 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:22.778332 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:22.784084 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:22.786508 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:22.788916 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:22.792566 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:22.796449 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:22.79891 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:22.801326 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:22.804728 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:22.809956 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:22.815614 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:22.817896 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:22.820109 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:22.823478 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:22.827184 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:22.829337 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:22.831523 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:22.83454 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:22.838849 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:22.844302 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:22.846608 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:22.848884 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:22.852455 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:22.856356 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:22.858736 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:22.861095 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:22.864621 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:22.869136 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:22.874429 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:22.876559 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:22.878795 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:22.882268 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:22.886071 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:22.888424 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:22.890803 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:22.894358 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:22.899047 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:22.904663 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:22.907077 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:22.909515 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:22.913113 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:22.916969 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:22.919389 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:22.92182 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:22.925514 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:22.930299 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:22.936044 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:22.938532 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:22.940966 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:22.944723 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:22.948707 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:22.951133 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:22.953515 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:22.956258 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:22.961251 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:22.9668 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:22.969224 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:22.971659 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:22.975474 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:22.979492 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:22.981951 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:22.984361 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:22.988115 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:22.993109 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:22.99947 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:23.002522 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:23.005209 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:23.009183 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:23.013249 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:23.015734 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:23.018195 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:23.021831 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:23.026898 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:23.032834 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:23.035333 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:23.03776 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:23.040916 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:23.044702 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:23.047143 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:23.049578 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:23.053277 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:23.058101 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:23.081 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:23.084748 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:23.087465 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:23.091315 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:23.095298 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:23.097699 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:23.10011 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:23.10366 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:23.108416 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:23.114245 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:23.116106 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:23.118049 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:23.121472 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:23.125055 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:23.127201 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:23.12932 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:23.132449 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:23.137473 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:23.144659 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:23.146957 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:23.149167 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:23.15262 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:23.157498 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:23.159833 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:23.1621 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:23.165743 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:23.172182 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:23.180147 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:23.182692 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:23.185054 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:23.188806 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:23.193115 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:23.195396 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:23.197661 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:23.201147 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:23.207277 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:23.214914 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:23.217261 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:23.21954 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:23.223092 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:23.228269 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:23.230642 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:23.232955 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:23.237199 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:23.245821 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:23.253932 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:23.25663 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:23.25907 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:23.262586 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:23.267023 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:23.26915 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:23.271274 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:23.274401 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:23.279929 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:23.286676 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:23.289001 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:23.291202 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:23.294429 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:23.298446 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:23.300122 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:23.3016 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:23.303968 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:23.308023 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:23.313018 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:23.314694 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:23.316981 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:23.320961 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:23.325592 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:23.327697 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:23.329593 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:23.332191 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:23.336749 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:23.342467 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:23.344142 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:23.345794 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:23.348671 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:23.354266 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:23.356749 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:23.359091 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:23.362936 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:23.371919 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:23.380499 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:23.382836 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:23.385122 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:23.388492 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:23.393116 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:23.395347 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:23.397539 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:23.400786 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:23.406596 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:23.414065 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:23.416524 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:23.419085 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:23.422475 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:23.42716 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:23.429213 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:23.431074 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:23.43448 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:23.441278 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:23.449163 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:23.451714 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:23.454226 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:23.456962 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:23.459991 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:23.461408 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:23.462786 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:23.464845 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:23.468895 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:23.480061 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:23.482532 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:23.484908 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:23.489402 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:23.495992 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:23.498356 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:23.500723 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:23.504722 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:23.513266 INFO:mbest.mhglm:Creating design matrix 2025-04-23 16:17:23.515178 INFO:mbest.mhglm:Grouping factor and random effect design matrix 2025-04-23 16:17:23.560648 INFO:mbest.mhglm:Setting weights 2025-04-23 16:17:23.562331 INFO:mbest.mhglm:Setting offset 2025-04-23 16:17:23.576215 INFO:mbest.mhglm:Fitting model 2025-04-23 16:17:23.581614 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:23.586392 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:23.588615 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:23.590819 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:23.594447 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:23.59975 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:23.60245 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:23.604935 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:23.608625 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:23.613206 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:23.618752 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:23.621275 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:23.623629 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:23.628016 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:23.633715 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:23.636843 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:23.639865 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:23.644151 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:23.649734 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:23.656359 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:23.659296 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:23.661866 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:23.665684 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:23.669717 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:23.672105 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:23.674499 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:23.678066 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:23.68285 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:23.68855 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:23.691011 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:23.693451 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:23.697265 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:23.701436 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:23.703883 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:23.706364 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:23.710226 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:23.715255 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:23.720845 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:23.722355 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:23.723773 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:23.726013 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:23.728357 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:23.729749 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:23.731156 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:23.733412 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:23.738237 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:23.744016 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:23.745806 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:23.747271 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:23.749585 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:23.752232 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:23.754066 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:23.755611 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:23.758016 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:23.760875 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:23.764597 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:23.766786 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:23.769026 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:23.772261 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:23.775793 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:23.777993 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:23.780292 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:23.78372 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:23.788307 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:23.793553 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:23.795646 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:23.797657 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:23.800971 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:23.804829 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:23.807209 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:23.809476 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:23.813038 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:23.817451 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:23.822375 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:23.824512 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:23.826557 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:23.829686 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:23.833058 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:23.835172 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:23.837253 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:23.840124 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:23.843974 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:23.849059 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:23.851296 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:23.853252 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:23.856237 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:23.859327 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:23.861255 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:23.863494 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:23.866846 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:23.871691 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:23.876599 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:23.87885 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:23.881046 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:23.884479 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:23.888037 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:23.890237 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:23.892469 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:23.894842 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:23.897554 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:23.900955 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:23.90282 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:23.904403 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:23.906934 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:23.910477 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:23.912684 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:23.914866 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:23.918477 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:23.924296 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:23.929504 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:23.931662 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:23.933691 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:23.936808 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:23.940218 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:23.942322 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:23.945717 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:23.950116 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:23.954268 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:23.958944 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:23.960992 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:23.963028 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:23.966005 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:23.969225 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:23.971215 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:23.973177 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:23.976054 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:23.979941 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:23.9843 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:23.986197 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:23.988095 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:23.990914 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:23.993926 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:23.995824 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:23.997705 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:24.000364 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:24.004421 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:24.008599 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:24.010493 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:24.012358 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:24.014999 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:24.017901 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:24.019715 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:24.021499 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:24.024132 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:24.027772 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:24.032339 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:24.034334 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:24.036294 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:24.039289 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:24.042541 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:24.061801 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:24.065393 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:24.069452 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:24.074307 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:24.080088 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:24.082546 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:24.085044 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:24.088636 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:24.09251 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:24.095105 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:24.097497 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:24.101019 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:24.105664 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:24.111352 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:24.113886 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:24.116363 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:24.119855 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:24.123766 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:24.126304 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:24.128742 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:24.13221 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:24.136884 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:24.142141 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:24.144479 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:24.146305 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:24.148896 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:24.151852 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:24.153761 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:24.155443 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:24.157998 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:24.161815 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:24.165867 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:24.167463 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:24.168916 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:24.171193 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:24.173673 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:24.175862 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:24.177938 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:24.181099 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:24.185177 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:24.190267 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:24.192499 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:24.194615 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:24.197924 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:24.201495 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:24.203655 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:24.205898 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:24.209268 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:24.213446 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:24.218517 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:24.220652 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:24.222741 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:24.225877 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:24.229198 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:24.231268 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:24.233308 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:24.236384 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:24.240415 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:24.24539 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:24.247492 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:24.249555 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:24.25274 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:24.256082 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:24.258215 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:24.260284 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:24.263375 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:24.267483 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:24.272355 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:24.274401 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:24.276374 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:24.279381 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:24.282628 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:24.28466 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:24.286647 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:24.289678 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:24.294321 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:24.299132 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:24.301162 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:24.303155 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:24.306265 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:24.309382 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:24.311335 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:24.313236 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:24.316156 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:24.320055 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:24.324752 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:24.32678 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:24.328742 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:24.331629 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:24.334657 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:24.33658 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:24.338469 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:24.341247 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:24.344949 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:24.349637 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:24.351622 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:24.353559 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:24.356427 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:24.359503 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:24.361435 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:24.36336 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:24.366271 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:24.370025 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:24.374657 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:24.376607 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:24.378549 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:24.381447 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:24.384575 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:24.386505 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:24.388411 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:24.391245 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:24.395066 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:24.399827 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:24.401796 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:24.403757 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:24.406785 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:24.410061 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:24.412296 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:24.4147 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:24.418113 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:24.422807 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:24.427714 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:24.429882 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:24.432192 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:24.435703 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:24.439188 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:24.441131 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:24.443047 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:24.445997 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:24.450172 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:24.455737 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:24.457523 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:24.458977 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:24.461116 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:24.463381 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:24.464874 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:24.466228 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:24.468216 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:24.471245 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:24.475617 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:24.47703 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:24.479148 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:24.481522 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:24.484407 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:24.485777 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:24.487218 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:24.489928 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:24.494123 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:24.499071 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:24.501337 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:24.503535 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:24.519131 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:24.523558 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:24.526182 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:24.528819 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:24.532782 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:24.537599 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:24.545812 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:24.548925 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:24.551805 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:24.555839 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:24.560152 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:24.563292 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:24.566867 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:24.571181 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:24.577199 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:24.583995 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:24.586753 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:24.589068 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:24.592611 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:24.596336 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:24.598023 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:24.59953 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:24.601657 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:24.604506 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:24.608959 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:24.610387 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:24.613117 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:24.617482 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:24.62147 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:24.623812 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:24.626029 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:24.629435 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:24.633776 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:24.638887 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:24.641236 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:24.643642 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:24.647449 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:24.65125 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:24.653691 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:24.655981 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:24.660434 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:24.666293 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:24.672607 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:24.675284 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:24.677475 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:24.680846 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:24.68429 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:24.686313 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:24.68868 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:24.693037 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:24.697194 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:24.701759 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:24.703774 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:24.705752 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:24.708646 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:24.711829 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:24.713838 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:24.715837 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:24.718773 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:24.726096 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:24.732463 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:24.734995 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:24.737956 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:24.74166 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:24.745268 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:24.74751 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:24.749687 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:24.753515 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:24.758027 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:24.762922 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:24.765117 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:24.767349 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:24.770625 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:24.774438 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:24.776783 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:24.779091 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:24.783862 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:24.788666 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:24.794089 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:24.796542 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:24.79881 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:24.802163 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:24.805739 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:24.807976 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:24.810187 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:24.813399 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:24.817594 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:24.822641 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:24.824861 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:24.826978 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:24.830296 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:24.834518 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:24.836667 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:24.838517 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:24.841143 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:24.844437 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:24.849129 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:24.850866 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:24.85253 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:24.854896 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:24.858201 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:24.859818 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:24.861782 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:24.866024 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:24.872625 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:24.879471 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:24.882702 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:24.885886 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:24.890665 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:24.895697 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:24.898762 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:24.901875 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:24.906486 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:24.912521 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:24.919758 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:24.922973 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:24.92613 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:24.930915 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:24.935971 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:24.939093 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:24.942208 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:24.946854 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:24.952852 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:24.960809 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:24.963971 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:24.967195 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:24.971784 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:24.976373 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:24.979347 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:24.982149 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:24.986173 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:24.991291 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:24.997415 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:25.000248 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:25.003554 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:25.00797 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:25.012192 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:25.014784 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:25.01743 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:25.022025 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:25.026541 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:25.031512 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:25.033713 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:25.035799 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:25.038926 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:25.04229 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:25.0444 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:25.046448 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:25.049601 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:25.054388 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:25.079493 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:25.082941 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:25.085335 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:25.088905 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:25.093504 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:25.095667 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:25.0977 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:25.100847 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:25.106302 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:25.112743 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:25.114844 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:25.116849 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:25.119925 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:25.124148 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:25.126134 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:25.129415 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:25.134242 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:25.141415 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:25.149086 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:25.151542 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:25.153807 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:25.157201 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:25.162026 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:25.164604 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:25.167506 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:25.171816 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:25.179492 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:25.18879 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:25.191947 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:25.194856 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:25.199327 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:25.205357 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:25.208144 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:25.2108 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:25.214908 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:25.221943 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:25.230491 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:25.23335 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:25.236083 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:25.240219 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:25.245854 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:25.248487 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:25.251106 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:25.255117 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:25.262069 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:25.270141 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:25.271995 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:25.273627 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:25.276711 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:25.281696 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:25.283753 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:25.285791 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:25.289899 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:25.296224 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:25.304115 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:25.30649 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:25.308928 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:25.312735 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:25.318016 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:25.320548 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:25.323064 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:25.326936 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:25.333563 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:25.341436 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:25.344077 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:25.346633 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:25.350422 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:25.355727 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:25.358257 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:25.360837 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:25.364779 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:25.370632 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:25.377512 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:25.379733 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:25.38188 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:25.385104 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:25.389534 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:25.39171 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:25.393827 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:25.396966 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:25.402261 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:25.408568 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:25.410717 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:25.41285 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:25.416032 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:25.420438 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:25.422534 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:25.424334 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:25.427053 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:25.432426 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:25.441634 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:25.443517 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:25.445351 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:25.448859 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:25.454127 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:25.455988 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:25.457825 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:25.460962 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:25.473649 INFO:mbest.mhglm:Creating design matrix 2025-04-23 16:17:25.475584 INFO:mbest.mhglm:Grouping factor and random effect design matrix 2025-04-23 16:17:25.512002 INFO:mbest.mhglm:Setting weights 2025-04-23 16:17:25.513504 INFO:mbest.mhglm:Setting offset 2025-04-23 16:17:25.514739 INFO:mbest.mhglm:Fitting model 2025-04-23 16:17:25.517463 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:25.520649 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:25.522032 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:25.523351 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:25.52538 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:25.52754 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:25.528881 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:25.530197 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:25.532123 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:25.534737 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:25.537771 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:25.539141 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:25.540471 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:25.542443 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:25.5523 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:25.55421 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:25.555967 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:25.558039 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:25.560652 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:25.563711 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:25.565611 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:25.567773 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:25.570917 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:25.574418 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:25.576565 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:25.57869 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:25.581864 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:25.585872 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:25.59065 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:25.592814 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:25.59494 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:25.598192 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:25.601756 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:25.603901 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:25.606016 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:25.609134 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:25.613297 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:25.617477 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:25.618886 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:25.620236 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:25.622255 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:25.624567 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:25.626768 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:25.628156 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:25.630138 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:25.633116 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:25.636189 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:25.637577 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:25.63892 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:25.640907 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:25.643127 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:25.644489 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:25.645824 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:25.647815 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:25.650331 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:25.653285 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:25.654665 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:25.655996 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:25.658103 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:25.662106 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:25.664704 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:25.667236 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:25.670885 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:25.675523 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:25.680794 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:25.683352 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:25.685874 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:25.689564 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:25.693567 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:25.696102 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:25.69864 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:25.702293 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:25.706965 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:25.712253 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:25.714857 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:25.717419 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:25.721144 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:25.725245 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:25.727812 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:25.730368 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:25.73409 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:25.738887 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:25.744501 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:25.747119 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:25.749684 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:25.753474 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:25.757601 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:25.7602 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:25.762785 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:25.766552 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:25.77216 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:25.777732 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:25.780342 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:25.7829 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:25.786561 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:25.790565 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:25.79311 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:25.795672 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:25.79934 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:25.803947 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:25.809262 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:25.811799 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:25.814325 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:25.819576 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:25.824191 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:25.826923 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:25.829665 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:25.833856 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:25.839317 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:25.845831 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:25.848611 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:25.851307 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:25.855321 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:25.859627 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:25.862148 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:25.865038 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:25.86866 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:25.87296 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:25.877898 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:25.880058 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:25.882192 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:25.885729 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:25.889438 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:25.891477 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:25.893513 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:25.89704 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:25.901612 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:25.906862 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:25.909445 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:25.911739 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:25.915094 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:25.919018 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:25.921483 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:25.923796 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:25.927014 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:25.931805 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:25.93626 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:25.938412 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:25.940513 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:25.943458 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:25.946745 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:25.948897 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:25.950993 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:25.953928 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:25.958079 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:25.963284 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:25.965548 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:25.967843 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:25.971123 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:25.974845 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:25.977186 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:25.979634 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:25.98318 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:25.987607 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:25.992809 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:25.995139 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:25.997319 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:26.000403 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:26.003794 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:26.006059 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:26.008202 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:26.011267 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:26.027023 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:26.033559 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:26.0362 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:26.038734 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:26.042855 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:26.047289 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:26.049624 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:26.052081 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:26.055643 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:26.060097 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:26.066013 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:26.068732 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:26.071401 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:26.075224 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:26.079409 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:26.082063 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:26.084585 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:26.088006 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:26.093645 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:26.099509 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:26.102112 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:26.104844 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:26.10878 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:26.11305 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:26.115127 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:26.117204 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:26.120205 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:26.124193 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:26.128969 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:26.131112 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:26.133181 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:26.136277 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:26.139697 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:26.141745 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:26.143797 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:26.146788 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:26.150737 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:26.1553 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:26.157404 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:26.159497 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:26.162499 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:26.165726 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:26.167799 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:26.169845 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:26.17286 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:26.176798 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:26.181278 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:26.183396 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:26.185492 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:26.188354 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:26.191906 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:26.194176 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:26.196427 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:26.199646 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:26.203628 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:26.207917 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:26.209471 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:26.211418 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:26.213907 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:26.216734 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:26.219287 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:26.221876 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:26.224786 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:26.228087 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:26.231381 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:26.232882 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:26.234329 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:26.236529 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:26.238885 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:26.240348 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:26.242737 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:26.246404 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:26.251188 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:26.256515 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:26.25916 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:26.261797 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:26.265619 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:26.269775 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:26.271802 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:26.273863 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:26.276901 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:26.280673 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:26.285895 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:26.2884 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:26.290716 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:26.293964 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:26.297134 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:26.298898 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:26.30063 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:26.303084 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:26.306616 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:26.310885 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:26.312912 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:26.314836 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:26.317168 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:26.320311 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:26.322342 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:26.32437 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:26.327269 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:26.331014 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:26.335326 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:26.337368 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:26.339407 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:26.342307 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:26.34553 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:26.347544 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:26.349542 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:26.352523 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:26.356838 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:26.360459 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:26.36293 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:26.365283 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:26.368411 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:26.371775 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:26.373901 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:26.376039 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:26.37909 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:26.383007 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:26.387806 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:26.389943 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:26.391978 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:26.394941 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:26.398229 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:26.400284 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:26.401921 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:26.404662 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:26.408379 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:26.413096 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:26.415516 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:26.417913 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:26.421479 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:26.425376 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:26.427835 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:26.430259 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:26.433741 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:26.438258 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:26.443516 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:26.445984 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:26.448213 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:26.45105 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:26.454869 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:26.45733 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:26.459721 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:26.463149 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:26.467595 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:26.472753 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:26.475186 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:26.477576 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:26.49205 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:26.495928 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:26.498194 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:26.50059 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:26.503986 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:26.509051 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:26.514068 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:26.516553 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:26.520115 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:26.523895 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:26.527522 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:26.529771 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:26.531946 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:26.535062 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:26.539081 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:26.5439 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:26.546033 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:26.548101 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:26.551359 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:26.554698 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:26.556771 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:26.558798 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:26.561759 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:26.565821 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:26.570754 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:26.572904 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:26.575023 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:26.578207 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:26.581582 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:26.5836 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:26.58558 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:26.588482 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:26.5924 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:26.596944 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:26.599017 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:26.60106 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:26.603973 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:26.607178 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:26.609183 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:26.611177 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:26.61403 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:26.617775 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:26.62226 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:26.62431 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:26.626333 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:26.629393 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:26.632552 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:26.634531 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:26.636491 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:26.639352 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:26.643767 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:26.648287 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:26.650308 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:26.652279 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:26.655164 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:26.658342 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:26.660343 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:26.662295 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:26.665191 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:26.668923 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:26.67364 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:26.675725 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:26.677718 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:26.68062 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:26.683798 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:26.685799 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:26.687779 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:26.690668 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:26.694558 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:26.69915 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:26.701196 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:26.703197 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:26.70643 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:26.709933 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:26.712073 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:26.714212 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:26.717409 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:26.721711 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:26.726457 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:26.728686 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:26.730849 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:26.734085 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:26.737659 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:26.739849 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:26.742003 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:26.745206 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:26.74934 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:26.754208 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:26.756433 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:26.758596 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:26.761767 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:26.765245 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:26.767456 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:26.769621 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:26.772723 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:26.777415 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:26.782125 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:26.784294 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:26.786406 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:26.789485 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:26.792848 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:26.794961 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:26.797064 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:26.800114 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:26.804083 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:26.808872 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:26.811037 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:26.813171 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:26.81634 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:26.819784 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:26.821937 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:26.824059 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:26.82716 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:26.831232 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:26.836055 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:26.838257 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:26.840396 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:26.843536 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:26.847005 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:26.84916 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:26.851285 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:26.854525 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:26.858656 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:26.863618 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:26.865863 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:26.868018 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:26.871218 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:26.874682 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:26.876863 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:26.879018 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:26.882225 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:26.88638 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:26.891351 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:26.893616 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:26.895783 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:26.898998 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:26.902465 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:26.904625 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:26.906742 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:26.909868 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:26.914515 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:26.92291 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:26.925062 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:26.92719 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:26.930401 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:26.944442 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:26.94654 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:26.948581 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:26.950907 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:26.954987 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:26.961952 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:26.964161 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:26.966303 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:26.969541 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:26.974054 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:26.976201 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:26.978298 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:26.981511 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:26.987168 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:26.993665 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:26.995062 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:26.996395 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:26.998412 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:27.001219 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:27.002591 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:27.003935 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:27.00593 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:27.009413 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:27.013811 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:27.015181 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:27.01651 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:27.018585 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:27.021427 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:27.022759 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:27.024074 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:27.026106 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:27.029602 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:27.034645 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:27.037011 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:27.039297 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:27.042882 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:27.047817 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:27.050243 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:27.052556 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:27.055983 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:27.061874 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:27.068878 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:27.071272 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:27.073677 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:27.077238 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:27.082271 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:27.084547 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:27.086883 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:27.090219 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:27.096119 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:27.103533 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:27.105786 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:27.108084 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:27.111511 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:27.11612 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:27.118316 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:27.120476 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:27.123661 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:27.129424 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:27.13644 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:27.13873 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:27.140996 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:27.14443 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:27.149551 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:27.151964 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:27.154188 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:27.15751 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:27.163494 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:27.171061 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:27.173591 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:27.176004 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:27.179699 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:27.184654 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:27.187076 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:27.189512 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:27.193256 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:27.199844 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:27.207454 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:27.209857 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:27.212232 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:27.215864 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:27.22091 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:27.223297 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:27.225246 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:27.228294 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:27.234721 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:27.246558 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:27.248997 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:27.251404 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:27.255192 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:27.259379 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:27.260945 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:27.262376 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:27.266264 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:27.278086 INFO:mbest.mhglm:Creating design matrix 2025-04-23 16:17:27.280658 INFO:mbest.mhglm:Grouping factor and random effect design matrix 2025-04-23 16:17:27.319439 INFO:mbest.mhglm:Setting weights 2025-04-23 16:17:27.321431 INFO:mbest.mhglm:Setting offset 2025-04-23 16:17:27.32318 INFO:mbest.mhglm:Fitting model 2025-04-23 16:17:27.327061 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:27.331399 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:27.333391 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:27.335322 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:27.338203 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:27.341321 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:27.343308 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:27.345288 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:27.348152 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:27.351867 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:27.356145 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:27.358138 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:27.360129 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:27.363228 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:27.366557 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:27.368626 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:27.370662 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:27.384706 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:27.389346 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:27.394088 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:27.395947 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:27.397785 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:27.400567 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:27.403756 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:27.405917 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:27.408039 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:27.411107 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:27.415293 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:27.420221 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:27.422491 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:27.424727 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:27.428161 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:27.431812 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:27.434066 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:27.436314 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:27.43959 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:27.443738 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:27.448635 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:27.45091 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:27.453171 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:27.45658 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:27.460298 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:27.462622 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:27.464928 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:27.468292 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:27.473274 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:27.478252 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:27.48063 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:27.482966 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:27.4861 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:27.489436 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:27.491443 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:27.49351 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:27.496565 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:27.500573 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:27.504505 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:27.505959 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:27.507331 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:27.509425 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:27.511911 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:27.513385 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:27.514834 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:27.51691 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:27.519699 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:27.522847 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:27.524301 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:27.525672 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:27.527696 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:27.529858 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:27.531217 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:27.532542 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:27.534541 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:27.537204 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:27.540256 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:27.541659 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:27.543117 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:27.545271 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:27.547673 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:27.549482 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:27.551679 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:27.554973 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:27.55789 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:27.560994 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:27.562401 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:27.563778 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:27.56598 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:27.568388 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:27.569924 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:27.571528 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:27.574185 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:27.577585 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:27.581163 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:27.583149 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:27.585143 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:27.588001 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:27.591042 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:27.592967 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:27.594877 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:27.597722 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:27.601379 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:27.605809 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:27.607758 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:27.60966 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:27.612474 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:27.615424 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:27.617237 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:27.619039 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:27.621668 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:27.625121 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:27.629267 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:27.631141 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:27.632963 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:27.635614 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:27.638481 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:27.640296 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:27.642098 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:27.644722 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:27.648106 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:27.6521 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:27.653948 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:27.655748 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:27.658425 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:27.6614 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:27.663249 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:27.66506 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:27.667718 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:27.671151 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:27.675194 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:27.677062 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:27.678896 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:27.681553 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:27.684446 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:27.686265 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:27.68808 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:27.690712 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:27.694747 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:27.698725 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:27.700562 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:27.702368 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:27.705 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:27.707887 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:27.709708 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:27.711506 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:27.714097 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:27.717424 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:27.721405 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:27.723237 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:27.725017 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:27.727659 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:27.730555 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:27.732361 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:27.734153 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:27.736748 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:27.740142 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:27.74422 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:27.746064 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:27.747849 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:27.750461 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:27.753347 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:27.75518 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:27.757003 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:27.771392 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:27.775683 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:27.779766 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:27.781524 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:27.783268 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:27.78578 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:27.788526 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:27.790266 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:27.792014 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:27.79452 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:27.797738 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:27.801552 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:27.803312 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:27.805021 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:27.807501 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:27.810198 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:27.811917 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:27.813625 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:27.816109 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:27.81969 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:27.823356 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:27.825025 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:27.82667 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:27.82932 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:27.832443 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:27.834335 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:27.836182 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:27.838836 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:27.842342 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:27.846491 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:27.848451 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:27.85026 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:27.85208 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:27.853972 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:27.855272 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:27.856455 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:27.858221 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:27.86045 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:27.864196 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:27.866133 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:27.868032 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:27.870827 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:27.873891 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:27.875801 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:27.877698 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:27.880508 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:27.88277 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:27.885468 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:27.886798 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:27.888733 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:27.891488 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:27.89457 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:27.896548 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:27.898495 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:27.901408 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:27.904973 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:27.909174 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:27.911231 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:27.913239 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:27.916105 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:27.919424 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:27.921615 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:27.923673 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:27.926648 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:27.931202 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:27.935819 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:27.937914 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:27.939963 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:27.943074 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:27.946632 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:27.948798 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:27.95298 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:27.957785 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:27.962298 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:27.967829 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:27.970309 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:27.972741 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:27.975823 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:27.978238 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:27.979738 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:27.981083 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:27.984282 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:27.988494 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:27.992614 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:27.994817 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:27.996293 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:27.999101 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:28.002724 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:28.005106 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:28.007422 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:28.010733 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:28.01532 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:28.021064 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:28.023738 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:28.025962 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:28.02888 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:28.031977 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:28.034776 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:28.037395 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:28.041037 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:28.045453 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:28.051598 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:28.054824 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:28.057533 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:28.061406 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:28.065472 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:28.067867 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:28.070241 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:28.073772 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:28.079284 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:28.085041 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:28.087672 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:28.0901 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:28.093909 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:28.098003 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:28.100418 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:28.102784 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:28.106348 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:28.110956 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:28.116762 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:28.119232 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:28.121632 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:28.125268 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:28.128734 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:28.130961 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:28.133053 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:28.136626 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:28.141204 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:28.14701 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:28.149491 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:28.151909 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:28.155619 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:28.159706 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:28.162158 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:28.164599 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:28.168198 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:28.172949 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:28.178829 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:28.181098 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:28.183114 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:28.186099 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:28.189148 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:28.191017 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:28.192895 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:28.195681 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:28.20938 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:28.213131 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:28.214639 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:28.216095 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:28.218238 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:28.220554 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:28.222007 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:28.223421 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:28.22557 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:28.22877 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:28.23207 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:28.233503 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:28.234885 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:28.237428 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:28.240922 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:28.243106 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:28.245271 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:28.248424 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:28.252698 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:28.258039 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:28.26053 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:28.262903 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:28.266524 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:28.270361 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:28.272692 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:28.274977 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:28.278336 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:28.282764 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:28.288005 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:28.290359 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:28.292678 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:28.296133 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:28.299865 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:28.302176 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:28.304447 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:28.307778 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:28.312184 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:28.317525 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:28.320052 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:28.322438 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:28.32599 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:28.329828 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:28.332248 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:28.334577 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:28.33812 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:28.342648 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:28.347929 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:28.350249 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:28.352515 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:28.355925 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:28.35967 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:28.361998 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:28.364384 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:28.367863 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:28.3729 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:28.378025 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:28.38035 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:28.382636 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:28.385929 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:28.389131 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:28.391096 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:28.393203 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:28.396553 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:28.400936 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:28.406128 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:28.408465 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:28.410756 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:28.414177 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:28.417798 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:28.419805 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:28.421258 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:28.423646 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:28.427414 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:28.430704 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:28.432139 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:28.433509 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:28.435607 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:28.437786 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:28.439127 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:28.440595 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:28.442607 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:28.445242 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:28.448389 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:28.449789 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:28.451117 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:28.453086 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:28.455252 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:28.456604 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:28.457919 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:28.45986 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:28.462435 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:28.465522 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:28.466918 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:28.468267 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:28.470252 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:28.473466 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:28.475728 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:28.477911 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:28.481267 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:28.485993 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:28.490952 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:28.493254 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:28.495509 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:28.498744 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:28.502553 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:28.504358 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:28.505834 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:28.508016 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:28.510784 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:28.514018 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:28.51544 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:28.516801 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:28.518874 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:28.521054 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:28.52241 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:28.523732 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:28.525678 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:28.528228 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:28.531239 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:28.532611 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:28.53399 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:28.535936 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:28.538062 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:28.539406 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:28.540732 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:28.542651 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:28.545135 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:28.548065 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:28.549464 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:28.550782 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:28.552713 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:28.554833 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:28.556175 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:28.55749 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:28.559414 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:28.56187 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:28.565163 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:28.567767 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:28.569899 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:28.573016 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:28.576327 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:28.578376 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:28.58045 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:28.583434 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:28.600002 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:28.606664 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:28.608812 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:28.610871 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:28.614036 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:28.618323 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:28.62042 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:28.622462 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:28.625678 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:28.631121 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:28.637494 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:28.639654 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:28.641708 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:28.64487 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:28.64916 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:28.651222 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:28.653257 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:28.656351 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:28.661811 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:28.668514 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:28.670714 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:28.673079 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:28.676764 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:28.681555 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:28.683538 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:28.685542 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:28.688643 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:28.69469 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:28.701498 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:28.703534 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:28.705542 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:28.708899 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:28.713701 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:28.716039 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:28.718389 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:28.722017 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:28.728428 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:28.734657 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:28.736973 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:28.739233 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:28.742679 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:28.747392 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:28.749378 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:28.751289 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:28.754213 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:28.759452 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:28.766059 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:28.768215 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:28.770229 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:28.773286 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:28.777639 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:28.779579 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:28.781487 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:28.784385 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:28.789534 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:28.795884 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:28.797848 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:28.799774 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:28.802706 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:28.806726 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:28.808659 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:28.81058 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:28.813461 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:28.81844 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:28.824485 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:28.826465 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:28.82835 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:28.831202 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:28.835147 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:28.837055 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:28.838911 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:28.841715 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:28.846663 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:28.852737 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:28.854681 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:28.856569 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:28.859432 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:28.863337 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:28.86522 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:28.86707 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:28.87005 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:28.874947 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:28.880582 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:28.882267 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:28.884624 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:28.888019 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:28.892263 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:28.894353 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:28.896414 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:28.899518 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:28.905461 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:28.915576 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:28.917723 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:28.919799 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:28.923709 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:28.929576 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:28.931715 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:28.93376 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:28.937657 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:28.95013 INFO:mbest.mhglm:Creating design matrix 2025-04-23 16:17:28.95274 INFO:mbest.mhglm:Grouping factor and random effect design matrix 2025-04-23 16:17:28.989846 INFO:mbest.mhglm:Setting weights 2025-04-23 16:17:28.992087 INFO:mbest.mhglm:Setting offset 2025-04-23 16:17:28.994086 INFO:mbest.mhglm:Fitting model 2025-04-23 16:17:28.998466 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:29.003732 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:29.006107 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:29.008448 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:29.011925 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:29.015671 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:29.018008 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:29.031139 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:29.034624 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:29.038297 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:29.042422 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:29.0444 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:29.046292 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:29.049133 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:29.052414 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:29.054488 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:29.056333 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:29.058874 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:29.062131 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:29.066092 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:29.067832 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:29.069596 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:29.072273 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:29.075193 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:29.077033 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:29.078865 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:29.081524 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:29.085025 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:29.089199 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:29.091124 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:29.09306 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:29.095367 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:29.097454 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:29.098726 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:29.099972 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:29.101832 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:29.104237 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:29.107175 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:29.108479 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:29.109749 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:29.111736 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:29.11483 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:29.116736 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:29.118622 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:29.121385 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:29.125696 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:29.130042 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:29.131988 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:29.133902 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:29.136769 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:29.140155 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:29.142226 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:29.14414 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:29.146945 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:29.150529 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:29.154679 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:29.156725 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:29.158843 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:29.16169 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:29.164428 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:29.166483 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:29.168126 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:29.170219 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:29.17406 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:29.178254 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:29.180166 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:29.182084 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:29.184953 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:29.188034 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:29.189965 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:29.191865 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:29.194631 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:29.19827 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:29.20255 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:29.204485 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:29.206428 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:29.209213 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:29.2123 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:29.214236 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:29.21616 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:29.21899 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:29.222665 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:29.22709 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:29.228997 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:29.230878 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:29.233599 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:29.236668 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:29.238583 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:29.240469 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:29.243161 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:29.247313 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:29.251554 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:29.253467 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:29.255349 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:29.25815 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:29.261194 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:29.263089 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:29.264907 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:29.267636 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:29.271208 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:29.275408 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:29.277315 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:29.279151 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:29.281218 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:29.283165 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:29.285138 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:29.28707 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:29.289837 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:29.293459 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:29.297762 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:29.299737 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:29.301662 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:29.30448 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:29.307598 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:29.309519 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:29.311426 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:29.31424 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:29.317979 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:29.32238 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:29.324351 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:29.326274 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:29.329122 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:29.332264 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:29.334221 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:29.336139 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:29.338955 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:29.342639 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:29.346985 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:29.348949 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:29.350871 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:29.353536 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:29.355466 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:29.356679 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:29.357866 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:29.359649 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:29.36288 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:29.367161 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:29.369151 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:29.371087 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:29.373825 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:29.37682 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:29.378705 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:29.380566 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:29.383255 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:29.386733 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:29.390834 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:29.392764 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:29.394644 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:29.397447 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:29.411562 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:29.414089 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:29.416247 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:29.419343 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:29.423378 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:29.428125 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:29.430265 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:29.43239 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:29.435519 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:29.438854 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:29.440983 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:29.443068 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:29.44608 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:29.450024 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:29.454161 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:29.456025 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:29.457839 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:29.460461 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:29.463339 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:29.465155 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:29.466939 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:29.469532 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:29.472934 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:29.476961 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:29.47882 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:29.480631 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:29.483269 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:29.48616 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:29.487987 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:29.489775 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:29.492358 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:29.495704 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:29.49879 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:29.500187 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:29.501541 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:29.503608 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:29.505792 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:29.507146 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:29.508479 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:29.510451 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:29.512971 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:29.516032 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:29.517485 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:29.519454 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:29.522634 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:29.525986 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:29.528113 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:29.530191 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:29.533213 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:29.53713 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:29.541749 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:29.543889 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:29.545956 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:29.549037 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:29.551596 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:29.552974 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:29.554306 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:29.556316 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:29.558926 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:29.562053 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:29.563491 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:29.565039 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:29.568162 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:29.571587 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:29.573735 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:29.575865 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:29.578934 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:29.582966 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:29.587655 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:29.589834 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:29.591977 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:29.595087 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:29.598536 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:29.600687 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:29.602834 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:29.605946 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:29.610645 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:29.615276 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:29.617396 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:29.619473 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:29.622645 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:29.626009 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:29.628097 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:29.630178 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:29.633196 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:29.637483 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:29.642493 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:29.644837 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:29.647184 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:29.650467 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:29.653903 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:29.656037 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:29.658185 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:29.661281 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:29.665256 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:29.669945 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:29.672078 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:29.674214 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:29.677291 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:29.680665 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:29.682809 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:29.684915 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:29.688205 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:29.692294 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:29.696889 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:29.698936 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:29.70083 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:29.704203 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:29.707956 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:29.71025 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:29.712545 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:29.715692 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:29.720041 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:29.72525 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:29.72764 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:29.729887 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:29.733243 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:29.736981 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:29.739402 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:29.741714 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:29.744998 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:29.750106 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:29.754814 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:29.757298 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:29.759712 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:29.763265 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:29.767104 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:29.769513 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:29.771912 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:29.77534 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:29.779581 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:29.784783 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:29.787065 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:29.789052 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:29.7925 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:29.796096 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:29.798456 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:29.800858 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:29.804281 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:29.808704 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:29.813895 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:29.816242 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:29.81863 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:29.833986 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:29.838375 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:29.840733 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:29.843031 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:29.846493 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:29.850878 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:29.856071 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:29.858419 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:29.86071 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:29.864122 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:29.867838 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:29.870082 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:29.872426 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:29.875788 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:29.880019 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:29.884979 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:29.887147 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:29.88915 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:29.892179 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:29.895433 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:29.897671 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:29.899948 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:29.903264 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:29.908468 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:29.913745 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:29.916171 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:29.918548 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:29.922029 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:29.925853 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:29.928234 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:29.9306 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:29.934138 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:29.938601 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:29.943953 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:29.946374 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:29.948724 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:29.951915 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:29.95568 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:29.958365 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:29.961314 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:29.964992 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:29.969711 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:29.976057 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:29.979098 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:29.982072 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:29.986396 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:29.991117 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:29.994067 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:29.997015 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:30.001256 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:30.006799 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:30.013234 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:30.016234 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:30.019208 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:30.022829 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:30.026238 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:30.028331 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:30.030506 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:30.033995 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:30.038562 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:30.043467 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:30.045963 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:30.048213 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:30.051287 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:30.055044 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:30.057204 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:30.059581 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:30.062996 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:30.068539 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:30.07475 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:30.077762 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:30.080714 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:30.085084 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:30.089824 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:30.092768 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:30.095742 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:30.099996 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:30.105445 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:30.111799 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:30.114433 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:30.116844 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:30.12036 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:30.124267 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:30.126669 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:30.128869 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:30.131723 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:30.136248 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:30.141471 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:30.143879 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:30.146084 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:30.14951 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:30.153395 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:30.155799 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:30.158174 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:30.161664 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:30.166045 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:30.171256 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:30.173555 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:30.17585 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:30.179047 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:30.182974 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:30.185408 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:30.187834 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:30.191317 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:30.195988 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:30.201206 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:30.203501 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:30.2059 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:30.20931 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:30.21308 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:30.215412 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:30.217717 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:30.221245 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:30.226554 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:30.231851 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:30.234167 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:30.236417 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:30.239395 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:30.243135 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:30.245627 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:30.248103 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:30.251699 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:30.256112 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:30.261539 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:30.263861 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:30.266278 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:30.269675 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:30.273014 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:30.275078 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:30.277135 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:30.280113 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:30.284238 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:30.289437 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:30.291814 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:30.294221 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:30.297721 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:30.301532 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:30.303756 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:30.305658 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:30.308519 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:30.313013 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:30.329841 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:30.332906 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:30.335623 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:30.339098 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:30.343029 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:30.34535 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:30.347708 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:30.351179 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:30.355768 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:30.360775 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:30.362732 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:30.364914 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:30.368367 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:30.372004 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:30.374347 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:30.376677 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:30.380101 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:30.385178 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:30.392594 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:30.394977 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:30.397033 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:30.400083 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:30.405159 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:30.407574 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:30.409935 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:30.413686 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:30.420023 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:30.427909 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:30.430592 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:30.43299 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:30.436804 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:30.441604 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:30.443844 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:30.446131 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:30.449758 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:30.456241 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:30.463545 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:30.465777 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:30.468169 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:30.47201 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:30.477265 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:30.479757 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:30.482211 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:30.485345 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:30.491526 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:30.499438 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:30.501975 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:30.504455 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:30.508251 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:30.513103 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:30.515052 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:30.517552 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:30.521306 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:30.527286 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:30.535083 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:30.537683 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:30.539957 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:30.543901 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:30.549435 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:30.552115 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:30.554711 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:30.558512 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:30.565111 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:30.572333 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:30.574941 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:30.577427 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:30.581161 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:30.585971 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:30.588199 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:30.590401 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:30.593707 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:30.59968 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:30.606812 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:30.609161 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:30.611585 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:30.615252 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:30.61995 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:30.621903 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:30.62384 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:30.62673 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:30.631851 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:30.637986 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:30.639967 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:30.641863 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:30.644764 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:30.648814 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:30.650915 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:30.653005 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:30.656172 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:30.661606 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:30.668011 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:30.670098 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:30.672123 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:30.675664 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:30.680178 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:30.68249 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:30.684799 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:30.688039 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:30.693003 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:30.698871 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:30.700714 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:30.702515 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:30.705222 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:30.708993 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:30.710793 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:30.712605 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:30.715201 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:30.720915 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:30.730848 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:30.732993 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:30.735036 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:30.738867 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:30.745343 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:30.747701 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:30.750065 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:30.754597 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:30.780608 INFO:mbest.mhglm:Creating design matrix 2025-04-23 16:17:30.783488 INFO:mbest.mhglm:Grouping factor and random effect design matrix 2025-04-23 16:17:30.829213 INFO:mbest.mhglm:Setting weights 2025-04-23 16:17:30.831687 INFO:mbest.mhglm:Setting offset 2025-04-23 16:17:30.833834 INFO:mbest.mhglm:Fitting model 2025-04-23 16:17:30.838532 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:30.843749 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:30.846183 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:30.848606 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:30.852176 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:30.855858 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:30.858303 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:30.860823 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:30.864281 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:30.868747 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:30.873758 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:30.87561 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:30.877466 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:30.880571 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:30.884344 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:30.886694 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:30.889036 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:30.892466 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:30.896852 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:30.902089 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:30.904433 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:30.906756 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:30.910179 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:30.913915 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:30.916253 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:30.918561 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:30.921987 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:30.926474 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:30.931568 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:30.933919 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:30.936233 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:30.939689 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:30.943418 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:30.94572 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:30.947998 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:30.951377 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:30.955812 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:30.96086 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:30.963201 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:30.96552 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:30.968915 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:30.972536 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:30.974846 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:30.977146 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:30.980536 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:30.985162 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:30.989602 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:30.991967 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:30.994309 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:30.997792 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:31.001645 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:31.003996 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:31.006291 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:31.009648 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:31.013998 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:31.019027 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:31.021219 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:31.023477 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:31.026922 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:31.030601 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:31.032868 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:31.035174 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:31.03854 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:31.042856 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:31.047827 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:31.050129 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:31.05238 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:31.055791 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:31.05944 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:31.06168 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:31.063918 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:31.06727 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:31.071573 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:31.076587 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:31.078886 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:31.081147 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:31.084468 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:31.088143 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:31.090424 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:31.092643 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:31.095252 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:31.099039 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:31.104113 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:31.106302 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:31.108555 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:31.111925 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:31.115477 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:31.117721 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:31.119974 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:31.123132 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:31.128131 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:31.13304 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:31.135263 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:31.137541 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:31.140825 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:31.144318 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:31.146618 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:31.148856 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:31.152129 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:31.156364 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:31.161339 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:31.163603 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:31.165827 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:31.169112 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:31.172697 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:31.174902 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:31.177013 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:31.18033 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:31.184584 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:31.189537 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:31.191796 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:31.194007 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:31.197247 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:31.200798 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:31.203003 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:31.205201 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:31.20837 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:31.212596 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:31.216878 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:31.218715 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:31.220684 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:31.223902 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:31.227534 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:31.229808 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:31.232053 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:31.235361 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:31.239665 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:31.244712 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:31.246991 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:31.462182 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:31.466094 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:31.470068 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:31.472545 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:31.474981 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:31.478317 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:31.483604 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:31.488891 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:31.491336 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:31.493732 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:31.497228 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:31.501076 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:31.503489 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:31.505874 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:31.509317 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:31.513826 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:31.519172 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:31.521633 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:31.523755 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:31.526577 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:31.530058 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:31.53247 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:31.534973 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:31.538546 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:31.543188 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:31.548601 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:31.551099 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:31.553578 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:31.55718 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:31.561116 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:31.563585 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:31.5661 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:31.569668 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:31.574277 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:31.579641 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:31.582142 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:31.584605 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:31.588277 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:31.592219 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:31.594671 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:31.597142 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:31.60074 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:31.605349 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:31.610726 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:31.613206 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:31.615669 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:31.619138 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:31.622987 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:31.625407 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:31.627861 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:31.63147 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:31.636835 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:31.642267 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:31.644685 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:31.647139 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:31.650677 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:31.654601 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:31.657052 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:31.659489 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:31.662766 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:31.666183 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:31.670891 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:31.673201 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:31.675503 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:31.678941 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:31.682672 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:31.685012 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:31.687308 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:31.690673 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:31.695036 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:31.700051 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:31.702318 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:31.704776 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:31.708196 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:31.711999 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:31.714293 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:31.716568 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:31.71988 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:31.724207 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:31.729233 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:31.731531 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:31.73377 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:31.737172 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:31.740794 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:31.743049 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:31.745304 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:31.748554 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:31.752826 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:31.757782 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:31.760062 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:31.762303 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:31.765572 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:31.769209 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:31.771481 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:31.773473 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:31.776024 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:31.780651 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:31.785479 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:31.787788 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:31.790056 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:31.793325 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:31.79694 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:31.799229 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:31.801486 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:31.80473 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:31.808947 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:31.813801 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:31.816107 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:31.818303 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:31.821436 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:31.824728 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:31.826899 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:31.82912 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:31.832335 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:31.836464 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:31.841279 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:31.84352 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:31.845922 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:31.849169 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:31.852754 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:31.854985 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:31.857215 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:31.860441 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:31.864627 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:31.869466 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:31.871721 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:31.873956 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:31.877202 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:31.880764 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:31.883019 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:31.884769 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:31.887266 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:31.891198 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:31.895988 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:31.898222 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:31.900362 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:31.903568 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:31.907128 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:31.909384 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:31.91164 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:31.914836 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:31.919644 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:31.924544 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:31.926747 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:31.928856 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:31.932133 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:31.935656 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:31.937857 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:31.940057 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:31.94322 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:31.947344 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:31.952138 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:31.954363 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:31.956573 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:31.959666 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:31.96293 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:31.96505 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:31.967142 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:31.97019 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:31.974174 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:31.978824 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:31.980971 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:31.983076 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:31.986189 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:31.989613 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:31.991693 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:31.993794 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:32.002524 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:32.005707 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:32.009996 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:32.012103 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:32.014198 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:32.017257 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:32.020617 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:32.02262 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:32.024615 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:32.027494 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:32.03124 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:32.035551 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:32.037575 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:32.039577 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:32.042516 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:32.045739 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:32.047731 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:32.049715 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:32.052606 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:32.057012 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:32.061457 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:32.063484 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:32.065512 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:32.068458 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:32.071648 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:32.073502 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:32.075527 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:32.0785 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:32.08239 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:32.087622 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:32.089454 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:32.091109 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:32.094094 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:32.097148 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:32.099072 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:32.100976 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:32.103765 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:32.107413 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:32.111679 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:32.113641 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:32.115457 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:32.117658 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:32.120547 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:32.122454 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:32.124385 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:32.127153 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:32.130831 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:32.135137 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:32.137119 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:32.139066 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:32.141912 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:32.145043 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:32.146967 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:32.148912 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:32.151475 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:32.154482 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:32.158837 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:32.161028 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:32.163034 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:32.165968 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:32.169175 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:32.171233 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:32.173256 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:32.176218 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:32.180606 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:32.185094 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:32.186657 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:32.188159 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:32.190844 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:32.19392 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:32.19587 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:32.19779 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:32.20058 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:32.204281 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:32.20864 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:32.21059 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:32.212524 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:32.215598 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:32.21871 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:32.220587 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:32.222083 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:32.224321 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:32.22797 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:32.23227 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:32.234226 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:32.23615 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:32.239038 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:32.242149 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:32.244105 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:32.246028 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:32.248816 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:32.252509 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:32.256584 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:32.258101 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:32.259687 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:32.262479 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:32.265545 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:32.267487 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:32.269404 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:32.272168 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:32.27579 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:32.280024 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:32.28198 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:32.283912 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:32.286715 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:32.289813 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:32.291764 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:32.293619 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:32.295774 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:32.299434 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:32.303722 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:32.305681 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:32.307609 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:32.31045 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:32.313572 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:32.315572 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:32.317484 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:32.320268 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:32.323971 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:32.328293 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:32.330256 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:32.331788 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:32.334007 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:32.337038 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:32.338948 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:32.340916 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:32.343759 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:32.347456 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:32.351824 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:32.353794 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:32.355732 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:32.358598 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:32.361701 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:32.363689 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:32.365894 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:32.368417 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:32.371522 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:32.375857 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:32.377849 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:32.379803 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:32.382703 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:32.385841 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:32.387773 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:32.38973 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:32.392586 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:32.396321 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:32.40074 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:32.402519 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:32.404022 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:32.406491 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:32.409598 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:32.411933 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:32.414271 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:32.417624 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:32.422649 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:32.430187 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:32.432584 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:32.434946 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:32.438523 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:32.443266 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:32.445122 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:32.447137 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:32.450635 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:32.456701 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:32.470957 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:32.473816 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:32.476238 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:32.479858 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:32.484756 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:32.486634 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:32.488568 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:32.49207 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:32.498166 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:32.505332 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:32.507731 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:32.510088 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:32.513642 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:32.518507 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:32.521172 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:32.525992 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:32.530692 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:32.537407 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:32.544681 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:32.546885 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:32.548392 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:32.550961 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:32.553949 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:32.555341 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:32.556824 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:32.558971 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:32.562648 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:32.569152 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:32.571778 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:32.573931 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:32.577068 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:32.581295 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:32.583351 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:32.585373 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:32.588338 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:32.59346 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:32.59962 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:32.601652 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:32.603642 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:32.606595 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:32.610641 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:32.612652 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:32.614615 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:32.617543 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:32.622582 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:32.628567 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:32.630596 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:32.632552 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:32.63546 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:32.639513 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:32.641481 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:32.64344 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:32.646394 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:32.651462 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:32.657438 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:32.65953 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:32.661508 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:32.664455 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:32.668508 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:32.6705 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:32.672462 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:32.675392 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:32.680821 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:32.687291 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:32.689507 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:32.691655 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:32.694708 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:32.698869 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:32.700913 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:32.702985 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:32.706075 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:32.711515 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:32.718001 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:32.720163 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:32.722193 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:32.72457 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:32.727637 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:32.729593 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:32.731513 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:32.734423 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:32.739955 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:32.749125 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:32.75115 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:32.753121 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:32.756813 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:32.762263 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:32.764236 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:32.766176 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:32.769849 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:32.78142 INFO:mbest.mhglm:Creating design matrix 2025-04-23 16:17:32.783735 INFO:mbest.mhglm:Grouping factor and random effect design matrix 2025-04-23 16:17:32.820692 INFO:mbest.mhglm:Setting weights 2025-04-23 16:17:32.822754 INFO:mbest.mhglm:Setting offset 2025-04-23 16:17:32.824523 INFO:mbest.mhglm:Fitting model 2025-04-23 16:17:32.828243 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:32.832531 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:32.834539 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:32.836484 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:32.83937 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:32.842494 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:32.844454 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:32.846392 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:32.849185 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:32.852822 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:32.857001 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:32.858982 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:32.860943 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:32.86377 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:32.867003 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:32.86921 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:32.871429 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:32.874561 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:32.878676 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:32.883212 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:32.885379 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:32.887437 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:32.890328 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:32.893518 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:32.895703 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:32.897843 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:32.900909 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:32.904874 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:32.909281 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:32.911222 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:32.913319 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:32.916536 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:32.920041 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:32.922201 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:32.924437 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:32.927533 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:32.931273 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:32.944831 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:32.947211 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:32.94934 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:32.952378 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:32.955682 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:32.957759 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:32.959812 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:32.962826 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:32.967087 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:32.971487 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:32.973488 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:32.975323 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:32.978068 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:32.980993 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:32.982839 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:32.984595 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:32.987492 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:32.991229 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:32.99556 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:32.997354 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:32.99932 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:33.001944 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:33.004812 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:33.006593 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:33.008323 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:33.011054 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:33.014761 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:33.019076 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:33.021109 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:33.023343 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:33.026531 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:33.029996 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:33.032103 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:33.034138 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:33.037115 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:33.041345 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:33.046248 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:33.048206 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:33.050099 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:33.052885 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:33.056057 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:33.058299 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:33.060562 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:33.063739 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:33.06764 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:33.072331 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:33.07456 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:33.076682 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:33.079938 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:33.083545 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:33.085819 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:33.088008 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:33.091275 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:33.096006 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:33.100988 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:33.103219 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:33.105407 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:33.108696 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:33.112247 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:33.114329 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:33.116491 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:33.119655 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:33.123548 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:33.128411 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:33.130719 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:33.132995 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:33.13636 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:33.139901 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:33.142189 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:33.144477 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:33.147797 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:33.151819 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:33.156645 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:33.158782 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:33.161006 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:33.164165 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:33.167654 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:33.169863 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:33.172053 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:33.175153 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:33.17889 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:33.183315 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:33.185372 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:33.18737 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:33.190566 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:33.19493 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:33.197611 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:33.200165 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:33.203712 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:33.208717 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:33.214295 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:33.217005 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:33.219761 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:33.223423 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:33.227565 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:33.230354 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:33.23314 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:33.237002 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:33.24239 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:33.248215 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:33.251018 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:33.253778 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:33.257515 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:33.26097 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:33.263254 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:33.265411 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:33.268891 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:33.271828 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:33.275283 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:33.276847 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:33.278375 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:33.280634 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:33.283091 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:33.284867 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:33.287055 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:33.290316 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:33.294345 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:33.298786 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:33.301233 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:33.303902 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:33.307841 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:33.312076 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:33.314707 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:33.316505 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:33.320137 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:33.325767 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:33.331628 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:33.334236 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:33.336775 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:33.340484 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:33.344611 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:33.347186 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:33.34972 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:33.353407 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:33.3583 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:33.363925 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:33.366636 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:33.36917 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:33.372837 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:33.376921 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:33.379471 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:33.381792 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:33.384994 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:33.390381 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:33.395163 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:33.39734 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:33.399476 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:33.402595 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:33.406326 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:33.40922 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:33.412113 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:33.415837 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:33.420641 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:33.425134 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:33.426578 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:33.428015 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:33.430153 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:33.43258 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:33.434083 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:33.435451 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:33.437985 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:33.447679 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:33.451231 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:33.452639 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:33.453982 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:33.456178 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:33.458432 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:33.459805 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:33.461133 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:33.463088 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:33.465742 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:33.468903 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:33.470289 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:33.471647 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:33.473674 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:33.475851 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:33.477222 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:33.478557 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:33.480536 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:33.483217 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:33.486428 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:33.487872 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:33.489225 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:33.491231 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:33.493409 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:33.494764 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:33.49611 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:33.498073 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:33.501167 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:33.504406 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:33.505804 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:33.507208 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:33.509228 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:33.511406 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:33.512762 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:33.514088 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:33.516081 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:33.519718 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:33.525587 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:33.527944 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:33.530263 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:33.53372 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:33.537879 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:33.540207 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:33.542428 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:33.545598 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:33.549824 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:33.554687 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:33.556838 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:33.55894 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:33.562028 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:33.565421 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:33.56754 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:33.569633 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:33.572626 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:33.576609 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:33.581153 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:33.583279 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:33.585366 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:33.588403 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:33.591722 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:33.593821 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:33.595881 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:33.598871 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:33.602794 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:33.607321 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:33.609463 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:33.611563 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:33.614607 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:33.61789 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:33.619986 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:33.622068 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:33.625052 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:33.629538 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:33.633973 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:33.636081 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:33.63814 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:33.641118 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:33.644395 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:33.646488 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:33.648551 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:33.651502 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:33.655297 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:33.6604 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:33.663198 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:33.665593 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:33.668977 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:33.672427 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:33.674587 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:33.676704 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:33.679774 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:33.683818 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:33.688588 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:33.690796 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:33.692897 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:33.695952 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:33.699295 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:33.701394 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:33.703475 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:33.706532 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:33.71046 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:33.714945 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:33.71706 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:33.719157 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:33.722046 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:33.725431 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:33.727827 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:33.730276 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:33.733764 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:33.738263 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:33.74343 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:33.745822 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:33.748292 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:33.751825 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:33.755567 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:33.758071 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:33.760495 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:33.763988 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:33.769357 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:33.774485 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:33.776931 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:33.77934 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:33.782843 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:33.786727 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:33.789156 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:33.791478 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:33.794905 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:33.799357 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:33.804483 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:33.806913 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:33.809322 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:33.812583 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:33.816249 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:33.818924 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:33.821195 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:33.824437 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:33.828401 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:33.832927 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:33.834973 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:33.836957 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:33.839803 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:33.842804 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:33.844699 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:33.846646 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:33.849508 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:33.85321 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:33.857583 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:33.859586 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:33.861532 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:33.865502 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:33.869251 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:33.87149 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:33.873662 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:33.876777 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:33.880874 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:33.885653 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:33.88782 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:33.889932 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:33.892981 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:33.896363 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:33.898483 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:33.90057 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:33.903615 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:33.91455 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:33.919122 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:33.921278 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:33.923423 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:33.926527 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:33.929926 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:33.932073 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:33.934216 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:33.937316 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:33.941377 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:33.945272 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:33.946702 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:33.94806 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:33.949976 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:33.952053 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:33.953378 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:33.954663 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:33.956608 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:33.959016 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:33.96189 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:33.963316 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:33.964619 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:33.966522 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:33.968593 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:33.969907 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:33.971247 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:33.974186 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:33.976766 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:33.979602 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:33.980951 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:33.982244 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:33.984138 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:33.986194 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:33.987615 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:33.988985 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:33.990881 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:33.993297 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:33.996128 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:33.99747 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:33.998789 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:34.000836 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:34.004298 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:34.006565 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:34.008798 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:34.011994 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:34.016692 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:34.02371 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:34.026703 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:34.029423 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:34.033538 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:34.037894 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:34.040602 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:34.04326 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:34.047219 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:34.05233 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:34.058262 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:34.060878 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:34.06343 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:34.067236 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:34.071361 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:34.073926 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:34.076492 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:34.080181 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:34.085078 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:34.091101 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:34.093795 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:34.096431 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:34.100414 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:34.104632 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:34.107218 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:34.109781 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:34.113753 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:34.118922 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:34.125295 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:34.12823 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:34.130886 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:34.135001 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:34.139293 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:34.141864 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:34.144456 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:34.14831 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:34.153397 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:34.159501 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:34.162062 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:34.164502 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:34.168231 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:34.172177 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:34.174666 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:34.177079 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:34.180722 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:34.186273 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:34.19444 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:34.19704 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:34.199493 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:34.203359 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:34.208666 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:34.211114 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:34.213323 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:34.216814 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:34.223101 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:34.230303 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:34.232642 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:34.234915 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:34.23786 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:34.241566 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:34.243511 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:34.245612 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:34.24887 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:34.255019 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:34.262665 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:34.264974 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:34.267332 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:34.271005 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:34.275935 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:34.278282 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:34.280769 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:34.284426 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:34.290771 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:34.298417 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:34.300812 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:34.303162 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:34.306748 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:34.311691 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:34.313918 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:34.316245 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:34.319794 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:34.326164 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:34.333938 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:34.336426 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:34.338778 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:34.342387 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:34.347402 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:34.349606 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:34.351907 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:34.355436 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:34.361616 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:34.36976 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:34.372013 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:34.373844 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:34.37668 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:34.385792 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:34.388336 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:34.390914 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:34.395137 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:34.401125 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:34.414506 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:34.416757 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:34.418622 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:34.420622 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:34.423333 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:34.424747 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:34.426051 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:34.42798 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:34.431306 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:34.43536 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:34.436811 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:34.438117 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:34.440094 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:34.442766 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:34.444093 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:34.44539 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:34.447306 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:34.45061 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:34.454621 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:34.456076 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:34.457392 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:34.459358 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:34.462012 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:34.46333 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:34.46462 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:34.46653 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:34.46982 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:34.473839 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:34.475193 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:34.476495 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:34.478436 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:34.48118 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:34.483042 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:34.484391 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:34.486318 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:34.489978 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:34.496189 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:34.497541 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:34.498845 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:34.501258 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:34.504872 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:34.506198 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:34.507502 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:34.511246 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:34.518833 INFO:mbest.mhglm:Creating design matrix 2025-04-23 16:17:34.520597 INFO:mbest.mhglm:Grouping factor and random effect design matrix 2025-04-23 16:17:34.546039 INFO:mbest.mhglm:Setting weights 2025-04-23 16:17:34.54729 INFO:mbest.mhglm:Setting offset 2025-04-23 16:17:34.548578 INFO:mbest.mhglm:Fitting model 2025-04-23 16:17:34.551172 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:34.554195 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:34.55556 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:34.55688 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:34.558874 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:34.561006 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:34.56233 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:34.563626 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:34.565827 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:34.569586 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:34.573827 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:34.575954 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:34.57804 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:34.581023 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:34.584272 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:34.586357 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:34.58842 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:34.591379 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:34.595133 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:34.599398 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:34.60151 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:34.603587 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:34.606566 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:34.609903 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:34.611964 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:34.614044 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:34.616952 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:34.620658 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:34.624812 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:34.626872 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:34.628927 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:34.631814 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:34.634993 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:34.637024 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:34.639032 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:34.641944 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:34.645625 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:34.649784 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:34.65185 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:34.653885 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:34.656804 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:34.660007 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:34.662049 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:34.664064 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:34.666927 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:34.671133 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:34.676821 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:34.680161 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:34.683011 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:34.687266 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:34.691705 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:34.694244 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:34.696699 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:34.700323 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:34.704999 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:34.710502 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:34.712835 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:34.715074 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:34.718364 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:34.722652 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:34.72517 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:34.727378 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:34.730588 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:34.734824 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:34.739064 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:34.740554 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:34.742063 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:34.744232 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:34.74661 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:34.748136 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:34.749597 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:34.751737 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:34.75667 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:34.76191 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:34.764256 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:34.766458 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:34.769778 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:34.773161 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:34.77522 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:34.777243 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:34.780255 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:34.784275 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:34.789083 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:34.791163 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:34.793162 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:34.796214 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:34.799494 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:34.80148 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:34.803443 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:34.806338 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:34.820719 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:34.826579 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:34.829151 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:34.831629 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:34.835335 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:34.839294 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:34.84173 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:34.844147 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:34.8477 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:34.852352 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:34.857811 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:34.86025 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:34.862663 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:34.866191 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:34.870076 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:34.872501 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:34.874894 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:34.878363 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:34.882968 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:34.888345 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:34.890783 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:34.893163 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:34.896636 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:34.900429 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:34.902786 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:34.905131 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:34.908549 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:34.913149 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:34.918653 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:34.921031 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:34.923106 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:34.926782 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:34.931037 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:34.933704 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:34.936321 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:34.940158 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:34.945234 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:34.951102 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:34.953778 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:34.956442 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:34.960179 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:34.963951 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:34.966272 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:34.968603 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:34.97194 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:34.977082 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:34.982229 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:34.984592 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:34.986934 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:34.990327 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:34.993978 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:34.996229 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:34.998487 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:35.00174 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:35.006003 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:35.0109 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:35.013166 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:35.015422 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:35.018701 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:35.022281 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:35.02452 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:35.026765 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:35.030028 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:35.034305 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:35.039349 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:35.041683 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:35.044019 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:35.047343 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:35.05096 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:35.053219 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:35.055449 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:35.058751 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:35.063121 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:35.068151 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:35.07043 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:35.072682 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:35.076015 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:35.079606 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:35.081871 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:35.084121 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:35.087365 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:35.091687 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:35.096774 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:35.099071 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:35.101317 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:35.104775 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:35.10844 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:35.11067 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:35.112988 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:35.116234 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:35.121223 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:35.126254 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:35.128533 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:35.130746 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:35.134046 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:35.137652 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:35.139876 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:35.14205 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:35.145253 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:35.149463 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:35.15436 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:35.15658 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:35.158792 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:35.162527 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:35.166864 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:35.169562 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:35.172241 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:35.176148 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:35.181227 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:35.187131 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:35.189838 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:35.192553 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:35.196525 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:35.200853 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:35.203526 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:35.206254 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:35.210179 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:35.215343 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:35.221296 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:35.224029 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:35.226722 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:35.230723 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:35.235063 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:35.237778 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:35.240457 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:35.244404 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:35.249566 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:35.255559 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:35.258307 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:35.262589 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:35.267657 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:35.27295 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:35.276164 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:35.279337 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:35.283797 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:35.290922 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:35.297489 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:35.30062 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:35.30353 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:35.307937 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:35.312578 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:35.315489 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:35.318311 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:35.322537 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:35.328032 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:35.334418 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:35.337343 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:35.340175 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:35.344094 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:35.348252 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:35.351109 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:35.353952 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:35.358049 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:35.376884 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:35.382045 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:35.384129 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:35.393772 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:35.396532 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:35.399372 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:35.401649 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:35.403442 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:35.406139 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:35.410817 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:35.416075 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:35.418208 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:35.420132 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:35.422998 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:35.426697 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:35.428928 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:35.431154 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:35.434404 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:35.438644 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:35.442905 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:35.444748 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:35.446548 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:35.449165 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:35.45204 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:35.453849 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:35.455631 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:35.458253 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:35.462287 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:35.466237 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:35.468071 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:35.469855 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:35.472488 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:35.475365 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:35.47717 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:35.478945 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:35.481554 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:35.485027 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:35.48932 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:35.491376 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:35.493196 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:35.495841 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:35.498743 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:35.500552 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:35.502341 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:35.504928 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:35.508438 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:35.512699 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:35.514416 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:35.515753 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:35.517784 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:35.520044 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:35.521405 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:35.522745 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:35.524769 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:35.527504 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:35.530955 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:35.532372 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:35.533722 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:35.535862 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:35.538129 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:35.539493 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:35.54084 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:35.542842 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:35.545751 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:35.549725 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:35.551164 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:35.55253 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:35.554709 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:35.557094 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:35.558551 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:35.559892 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:35.56191 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:35.565196 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:35.570515 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:35.572833 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:35.57515 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:35.578741 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:35.582538 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:35.584805 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:35.587093 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:35.590625 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:35.594907 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:35.60018 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:35.602574 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:35.604869 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:35.608147 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:35.612148 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:35.614606 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:35.61689 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:35.620084 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:35.624424 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:35.629222 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:35.63158 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:35.633931 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:35.637298 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:35.640937 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:35.64323 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:35.645603 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:35.649195 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:35.653706 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:35.658981 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:35.66115 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:35.663144 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:35.666532 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:35.67033 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:35.672709 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:35.675119 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:35.678664 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:35.683296 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:35.688751 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:35.691238 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:35.694734 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:35.699548 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:35.704341 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:35.706556 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:35.708385 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:35.711177 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:35.715065 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:35.720042 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:35.722484 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:35.724842 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:35.728334 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:35.732127 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:35.734019 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:35.735431 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:35.739125 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:35.744646 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:35.750237 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:35.752795 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:35.755255 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:35.75888 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:35.762882 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:35.765368 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:35.767822 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:35.771855 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:35.776082 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:35.780277 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:35.782688 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:35.784661 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:35.78703 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:35.789353 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:35.79084 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:35.792265 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:35.794381 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:35.797185 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:35.800982 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:35.802957 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:35.804872 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:35.807654 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:35.810693 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:35.812628 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:35.814555 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:35.81746 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:35.821149 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:35.824316 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:35.825756 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:35.827152 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:35.829181 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:35.831868 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:35.841858 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:35.843976 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:35.847108 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:35.851831 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:35.856013 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:35.857849 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:35.861988 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:35.866601 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:35.870123 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:35.872096 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:35.874072 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:35.877008 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:35.880872 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:35.885471 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:35.887507 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:35.889443 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:35.892368 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:35.895578 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:35.897463 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:35.899468 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:35.902762 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:35.907072 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:35.91203 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:35.914354 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:35.916158 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:35.918854 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:35.921708 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:35.923467 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:35.925214 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:35.927763 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:35.931164 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:35.935252 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:35.93706 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:35.938799 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:35.941364 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:35.944359 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:35.946279 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:35.948186 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:35.951066 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:35.954771 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:35.959182 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:35.961144 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:35.963117 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:35.965925 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:35.968971 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:35.970935 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:35.972964 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:35.975824 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:35.980706 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:35.987932 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:35.990482 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:35.992824 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:35.995873 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:36.000461 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:36.002492 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:36.004486 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:36.007466 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:36.013475 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:36.021204 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:36.024094 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:36.026772 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:36.030254 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:36.035308 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:36.037684 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:36.04001 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:36.043505 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:36.051057 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:36.057226 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:36.059218 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:36.061167 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:36.064038 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:36.068018 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:36.069947 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:36.07185 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:36.074686 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:36.079661 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:36.08568 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:36.087638 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:36.08952 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:36.092406 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:36.096413 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:36.098373 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:36.100304 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:36.103175 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:36.108209 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:36.114415 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:36.116535 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:36.11853 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:36.121467 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:36.125417 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:36.127357 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:36.129273 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:36.132146 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:36.137115 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:36.143137 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:36.145122 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:36.147032 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:36.149889 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:36.153844 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:36.155821 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:36.157755 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:36.160681 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:36.165728 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:36.171708 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:36.173651 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:36.175552 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:36.178384 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:36.18231 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:36.184215 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:36.186097 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:36.188898 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:36.193748 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:36.199593 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:36.20156 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:36.203732 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:36.206895 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:36.210951 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:36.212727 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:36.214489 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:36.217209 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:36.222607 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:36.2287 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:36.23054 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:36.23234 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:36.235149 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:36.239405 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:36.241433 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:36.243486 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:36.246706 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:36.2522 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:36.259207 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:36.261513 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:36.263733 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:36.266988 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:36.278776 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:36.281171 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:36.283333 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:36.289076 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:36.294662 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:36.303363 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:36.305321 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:36.306702 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:36.309725 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:36.315048 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:36.317107 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:36.320124 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:36.325096 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:37.581499 INFO:mbest.mhglm:Creating design matrix 2025-04-23 16:17:37.584314 INFO:mbest.mhglm:Grouping factor and random effect design matrix 2025-04-23 16:17:37.617006 INFO:mbest.mhglm:Setting weights 2025-04-23 16:17:37.618306 INFO:mbest.mhglm:Setting offset 2025-04-23 16:17:37.61956 INFO:mbest.mhglm:Fitting model 2025-04-23 16:17:37.62237 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:37.625658 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:37.627205 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:37.629519 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:37.63303 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:37.635764 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:37.63794 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:37.639933 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:37.685267 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:37.689374 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:37.694202 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:37.696423 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:37.698603 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:37.701824 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:37.704938 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:37.707147 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:37.709319 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:37.748283 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:37.753069 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:37.758459 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:37.760958 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:37.763353 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:37.766966 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:37.77063 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:37.773716 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:37.776388 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:37.817008 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:37.821787 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:37.82756 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:37.830208 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:37.832804 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:37.836563 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:37.840208 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:37.842771 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:37.845317 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:37.885959 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:37.890616 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:37.896385 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:37.89911 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:37.901755 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:37.905661 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:37.909628 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:37.912289 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:37.914926 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:37.955005 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:37.960541 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:37.965549 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:37.967787 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:37.971358 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:37.975683 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:37.979373 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:37.981602 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:37.983152 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:38.012443 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:38.016093 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:38.021027 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:38.023117 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:38.025083 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:38.027985 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:38.030969 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:38.033027 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:38.035759 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:38.071556 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:38.077242 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:38.084034 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:38.086836 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:38.08978 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:38.094094 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:38.098156 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:38.100851 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:38.103585 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:38.164237 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:38.169574 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:38.176056 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:38.179151 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:38.182048 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:38.186308 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:38.190028 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:38.192615 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:38.195107 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:38.234675 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:38.239484 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:38.245352 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:38.247886 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:38.250288 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:38.253986 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:38.257613 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:38.259926 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:38.262226 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:38.299998 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:38.30557 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:38.31103 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:38.313348 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:38.315564 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:38.31872 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:38.321475 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:38.323378 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:38.325285 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:38.357501 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:38.361617 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:38.366836 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:38.369339 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:38.371338 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:38.374362 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:38.3772 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:38.379094 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:38.380947 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:38.412075 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:38.41592 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:38.420568 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:38.422202 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:38.423844 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:38.427025 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:38.429189 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:38.431075 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:38.432451 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:38.457362 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:38.460555 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:38.463997 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:38.465422 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:38.466913 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:38.469018 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:38.47104 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:38.472435 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:38.473776 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:38.496195 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:38.498985 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:38.502347 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:38.503776 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:38.50514 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:38.507215 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:38.519628 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:38.522278 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:38.523802 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:38.546978 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:38.550223 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:38.553864 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:38.555329 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:38.556958 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:38.559127 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:38.561137 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:38.562512 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:38.563842 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:38.59263 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:38.597394 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:38.603048 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:38.605636 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:38.607924 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:38.611328 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:38.614549 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:38.616709 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:38.618824 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:38.654235 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:38.658711 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:38.663172 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:38.665296 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:38.667451 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:38.670714 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:38.673842 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:38.676083 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:38.678316 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:38.718228 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:38.723232 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:38.729333 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:38.731798 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:38.734 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:38.737649 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:38.740831 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:38.74304 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:38.745186 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:38.780955 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:38.785412 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:38.790641 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:38.792957 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:38.795153 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:38.798463 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:38.801647 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:38.803846 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:38.806043 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:38.846515 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:38.852097 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:38.857959 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:38.860504 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:38.862838 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:38.865925 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:38.868933 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:38.870692 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:38.872749 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:38.917099 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:38.92143 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:38.926623 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:38.929031 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:38.931241 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:38.934875 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:38.938407 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:38.940862 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:38.943279 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:38.979052 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:38.98225 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:38.986466 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:38.989049 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:38.991495 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:38.994271 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:38.996849 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:38.99842 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:38.999949 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:39.025662 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:39.028871 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:39.032445 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:39.033985 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:39.037933 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:39.04168 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:39.045221 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:39.04765 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:39.049983 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:39.082586 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:39.086749 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:39.092657 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:39.09547 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:39.097837 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:39.100852 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:39.10371 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:39.105668 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:39.107604 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:39.139257 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:39.143666 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:39.148146 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:39.150136 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:39.152066 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:39.155027 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:39.157878 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:39.159842 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:39.161778 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:39.193785 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:39.197707 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:39.202196 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:39.204194 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:39.206157 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:39.209091 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:39.211945 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:39.213459 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:39.214997 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:39.243266 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:39.247521 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:39.252439 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:39.254618 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:39.256635 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:39.259701 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:39.262709 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:39.264708 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:39.266688 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:39.304896 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:39.309092 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:39.314049 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:39.317309 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:39.319603 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:39.325156 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:39.328994 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:39.331324 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:39.333423 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:39.373584 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:39.3787 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:39.384608 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:39.387133 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:39.389561 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:39.393327 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:39.396845 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:39.399229 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:39.401579 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:39.433386 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:39.437705 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:39.442029 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:39.44385 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:39.445664 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:39.448385 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:39.451077 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:39.452862 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:39.454633 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:39.484316 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:39.489333 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:39.495107 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:39.497649 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:39.500094 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:39.503944 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:39.507418 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:39.509527 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:39.511539 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:39.541516 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:39.544801 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:39.548687 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:39.550302 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:39.551812 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:39.554065 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:39.55615 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:39.557543 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:39.558943 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:39.583679 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:39.587895 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:39.592852 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:39.595034 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:39.597117 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:39.600308 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:39.603336 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:39.605449 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:39.607513 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:39.641297 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:39.645438 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:39.66311 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:39.665488 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:39.667583 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:39.670776 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:39.67383 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:39.675934 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:39.677986 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:39.706177 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:39.709593 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:39.713476 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:39.715172 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:39.716664 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:39.718953 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:39.720952 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:39.722705 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:39.724728 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:39.763803 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:39.76873 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:39.77436 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:39.776913 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:39.779402 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:39.783079 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:39.786623 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:39.789119 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:39.791598 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:39.83547 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:39.840732 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:39.847269 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:39.850196 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:39.852879 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:39.85663 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:39.859618 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:39.861657 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:39.863698 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:39.904559 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:39.909428 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:39.915328 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:39.917864 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:39.920329 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:39.924206 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:39.927793 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:39.930228 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:39.932654 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:39.974494 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:39.979195 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:39.985144 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:39.987779 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:39.990271 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:39.99407 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:39.997594 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:40.000032 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:40.002435 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:40.045197 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:40.051141 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:40.057059 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:40.059553 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:40.061935 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:40.065554 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:40.068977 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:40.071366 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:40.073687 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:40.12618 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:40.130703 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:40.135858 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:40.138054 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:40.140144 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:40.143376 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:40.146356 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:40.148379 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:40.150354 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:40.182521 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:40.18649 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:40.191222 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:40.194324 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:40.196984 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:40.200636 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:40.20397 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:40.20645 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:40.20902 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:40.243832 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:40.247906 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:40.253501 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:40.256038 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:40.258545 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:40.262205 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:40.265762 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:40.268279 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:40.270957 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:40.306111 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:40.30992 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:40.314736 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:40.31696 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:40.319131 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:40.322281 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:40.325348 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:40.327557 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:40.329693 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:40.361261 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:40.365847 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:40.371106 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:40.373282 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:40.375396 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:40.37833 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:40.381148 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:40.383126 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:40.385075 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:40.420102 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:40.423964 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:40.428662 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:40.430179 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:40.431732 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:40.433899 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:40.435999 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:40.437491 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:40.438933 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:40.460369 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:40.462856 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:40.465935 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:40.467303 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:40.487755 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:40.490368 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:40.492477 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:40.493929 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:40.495362 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:40.516781 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:40.519997 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:40.525293 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:40.527644 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:40.529949 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:40.533512 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:40.536907 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:40.539289 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:40.541611 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:40.576597 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:40.579021 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:40.582707 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:40.584864 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:40.586202 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:40.588152 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:40.590642 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:40.592954 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:40.595035 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:40.622971 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:40.627186 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:40.633708 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:40.635935 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:40.637807 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:40.640107 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:40.64294 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:40.644982 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:40.647402 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:40.651107 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:40.656964 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:40.664472 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:40.666946 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:40.669356 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:40.673053 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:40.677627 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:40.680044 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:40.682421 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:40.686105 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:40.691993 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:40.699495 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:40.702087 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:40.704473 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:40.708189 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:40.712778 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:40.715196 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:40.717577 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:40.72126 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:40.727103 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:40.734639 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:40.737072 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:40.739482 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:40.743211 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:40.747804 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:40.750213 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:40.752595 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:40.756296 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:40.762171 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:40.769823 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:40.772326 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:40.774733 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:40.778482 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:40.783111 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:40.785535 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:40.787944 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:40.791648 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:40.797588 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:40.805197 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:40.807675 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:40.810091 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:40.813853 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:40.818657 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:40.82135 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:40.824013 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:40.828067 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:40.834241 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:40.841805 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:40.844205 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:40.846747 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:40.85065 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:40.855982 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:40.858617 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:40.861346 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:40.865525 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:40.871682 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:40.879417 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:40.881937 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:40.884421 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:40.888222 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:40.892867 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:40.895384 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:40.897871 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:40.901637 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:40.907699 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:40.92495 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:40.927486 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:40.930407 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:40.934716 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:40.939856 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:40.942482 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:40.945051 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:40.949406 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:40.956166 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:40.96488 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:40.967693 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:40.970474 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:40.974651 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:40.979773 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:40.982603 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:40.985268 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:40.989177 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:40.997199 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:41.011612 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:41.01461 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:41.017388 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:41.022922 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:41.02982 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:41.032726 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:41.03545 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:41.040745 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:41.071093 INFO:mbest.mhglm:Creating design matrix 2025-04-23 16:17:41.074433 INFO:mbest.mhglm:Grouping factor and random effect design matrix 2025-04-23 16:17:41.081509 INFO:mbest.mhglm:Setting weights 2025-04-23 16:17:41.08391 INFO:mbest.mhglm:Setting offset 2025-04-23 16:17:41.086314 INFO:mbest.mhglm:Fitting model 2025-04-23 16:17:41.090191 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:41.099476 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:41.102129 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:41.104777 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:41.109455 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:41.115106 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:41.117677 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:41.120214 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:41.160282 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:41.166898 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:41.176971 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:41.179745 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:41.182437 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:41.187014 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:41.192578 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:41.195265 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:41.1979 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:41.237177 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:41.243449 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:41.252874 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:41.255427 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:41.257927 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:41.262231 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:41.267466 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:41.270236 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:41.272688 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:41.309706 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:41.314762 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:41.324327 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:41.326839 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:41.329199 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:41.333262 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:41.338272 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:41.340588 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:41.343109 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:41.381074 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:41.387133 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:41.397233 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:41.399773 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:41.410557 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:41.415194 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:41.420415 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:41.422884 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:41.424884 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:41.46385 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:41.469774 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:41.479244 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:41.48173 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:41.484184 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:41.488342 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:41.49342 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:41.495853 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:41.498267 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:41.535423 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:41.54102 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:41.550133 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:41.5525 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:41.554813 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:41.558775 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:41.563648 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:41.565977 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:41.568319 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:41.605096 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:41.611152 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:41.620992 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:41.623532 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:41.626011 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:41.6303 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:41.635561 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:41.638069 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:41.640544 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:41.678301 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:41.683943 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:41.69174 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:41.693615 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:41.695273 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:41.6992 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:41.703933 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:41.706029 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:41.708277 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:41.749487 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:41.756266 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:41.7663 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:41.768994 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:41.771761 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:41.776373 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:41.781907 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:41.784505 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:41.787103 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:41.828122 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:41.835719 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:41.857552 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:41.860488 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:41.862986 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:41.867622 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:41.874835 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:41.877537 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:41.880174 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:41.884913 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:41.937787 INFO:mbest.mhglm:Creating design matrix 2025-04-23 16:17:41.941197 INFO:mbest.mhglm:Grouping factor and random effect design matrix 2025-04-23 16:17:41.945351 INFO:mbest.mhglm:Setting weights 2025-04-23 16:17:41.947458 INFO:mbest.mhglm:Setting offset 2025-04-23 16:17:41.949596 INFO:mbest.mhglm:Fitting model 2025-04-23 16:17:41.952106 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:41.976557 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:41.979656 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:41.982394 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:41.989006 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:41.999043 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:42.001382 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:42.003506 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:42.00932 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:42.021619 INFO:mbest.mhglm:Creating design matrix 2025-04-23 16:17:42.024789 INFO:mbest.mhglm:Grouping factor and random effect design matrix 2025-04-23 16:17:42.028862 INFO:mbest.mhglm:Setting weights 2025-04-23 16:17:42.03107 INFO:mbest.mhglm:Setting offset 2025-04-23 16:17:42.033443 INFO:mbest.mhglm:Fitting model 2025-04-23 16:17:42.035871 INFO:mbest.mhglm.fit:Fitting models in parallel 2025-04-23 16:17:42.305374 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:42.307785 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:42.310566 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:42.326494 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:42.345523 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:42.348129 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:42.350277 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:42.367203 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:42.407716 INFO:mbest.mhglm:Calculating empirical bayes covariance in || 2025-04-23 16:17:42.464184 INFO:mbest.mhglm:Creating design matrix 2025-04-23 16:17:42.466355 INFO:mbest.mhglm:Grouping factor and random effect design matrix 2025-04-23 16:17:42.475308 INFO:mbest.mhglm:Setting weights 2025-04-23 16:17:42.47663 INFO:mbest.mhglm:Setting offset 2025-04-23 16:17:42.477891 INFO:mbest.mhglm:Fitting model 2025-04-23 16:17:42.481543 INFO:mbest.mhglm.fit:Fitting models in sequence 2025-04-23 16:17:45.581842 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:45.584874 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:45.587749 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:46.071138 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:47.005433 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:17:47.007189 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:47.008632 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:47.524872 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:17:48.4529 INFO:mbest.mhglm:Creating design matrix 2025-04-23 16:17:48.455609 INFO:mbest.mhglm:Grouping factor and random effect design matrix 2025-04-23 16:17:48.468057 INFO:mbest.mhglm:Setting weights 2025-04-23 16:17:48.469758 INFO:mbest.mhglm:Setting offset 2025-04-23 16:17:48.471386 INFO:mbest.mhglm:Fitting model 2025-04-23 16:17:48.476315 INFO:mbest.mhglm.fit:Fitting models in parallel 2025-04-23 16:17:58.028942 INFO:mbest.mhglm.fit:Computing mean and covariance estimates 2025-04-23 16:17:58.032332 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:17:58.035148 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:17:59.378103 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:18:01.352084 INFO:mbest.mhglm.fit:Refining mean and covariance estimates 2025-04-23 16:18:01.356415 INFO:mbest.mhglm.fit:Estimating moments 2025-04-23 16:18:01.359253 INFO:mbest.mhglm.fit:Computing mean estimate 2025-04-23 16:18:02.802009 INFO:mbest.mhglm.fit:Computing covariance estimate 2025-04-23 16:18:06.601773 INFO:mbest.mhglm:Calculating empirical bayes covariance in || [ FAIL 0 | WARN 120 | SKIP 0 | PASS 233 ] [ FAIL 0 | WARN 120 | SKIP 0 | PASS 233 ] > > proc.time() user system elapsed 70.93 2.87 73.86