R version 4.6.0 RC (2026-04-21 r89932 ucrt) -- "Because it was There" Copyright (C) 2026 The R Foundation for Statistical Computing Platform: x86_64-w64-mingw32/x64 R is free software and comes with ABSOLUTELY NO WARRANTY. You are welcome to redistribute it under certain conditions. Type 'license()' or 'licence()' for distribution details. R is a collaborative project with many contributors. Type 'contributors()' for more information and 'citation()' on how to cite R or R packages in publications. Type 'demo()' for some demos, 'help()' for on-line help, or 'help.start()' for an HTML browser interface to help. Type 'q()' to quit R. > library(testthat) > library(khaos) > > test_check("khaos") simple emulation testStarting model with max degree = 2 and max order = 1 Found 6 possible basis functions. Computing initial phi matrix Running weighted LASSO... Keeping 6 basis functions Computing partial correlation coefficients Fitting linear models: 0/6, Ranking models based on KIC Starting model with max degree = 4 and max order = 2 Building enriched candidate set using strategy 2 Found 30 candidate basis functions after enrichment. Running weighted LASSO... Keeping 27 basis functions Computing partial correlation coefficients Fitting linear models: 0/27, 5/27, 10/27, 15/27, 20/27, 25/27, Ranking models based on KIC Starting model with max degree = 6 and max order = 3 Building enriched candidate set using strategy 2 Found 83 candidate basis functions after enrichment. Running weighted LASSO... Keeping 76 basis functions Computing partial correlation coefficients Fitting linear models: 0/76, 15/76, 30/76, 45/76, 60/76, 75/76, Ranking models based on KIC Starting model with max degree = 8 and max order = 3 Building enriched candidate set using strategy 2 Found 164 candidate basis functions after enrichment. Running weighted LASSO... Keeping 136 basis functions Computing partial correlation coefficients Fitting linear models: 0/136, 27/136, 54/136, 81/136, 108/136, 135/136, Ranking models based on KIC Starting model with max degree = 10 and max order = 3 Building enriched candidate set using strategy 2 Found 285 candidate basis functions after enrichment. Running weighted LASSO... Keeping 3 basis functions Computing partial correlation coefficients Fitting linear models: 0/3, Ranking models based on KIC simple emulation testMCMC iteration 0 #-- Apr 22 17:52:46 --# nbasis: 0 MCMC iteration 1000 #-- Apr 22 17:52:49 --# nbasis: 3 MCMC iteration 2000 #-- Apr 22 17:52:51 --# nbasis: 3 MCMC iteration 3000 #-- Apr 22 17:52:53 --# nbasis: 3 MCMC iteration 4000 #-- Apr 22 17:52:54 --# nbasis: 3 MCMC iteration 5000 #-- Apr 22 17:52:56 --# nbasis: 3 MCMC iteration 6000 #-- Apr 22 17:52:59 --# nbasis: 3 MCMC iteration 7000 #-- Apr 22 17:53:00 --# nbasis: 3 MCMC iteration 8000 #-- Apr 22 17:53:02 --# nbasis: 3 MCMC iteration 9000 #-- Apr 22 17:53:04 --# nbasis: 3 MCMC iteration 10000 #-- Apr 22 17:53:06 --# nbasis: 3 simple ordinal_khaos test [ FAIL 0 | WARN 0 | SKIP 0 | PASS 4 ] > > proc.time() user system elapsed 23.60 3.17 26.78