R Under development (unstable) (2025-04-26 r88181 ucrt) -- "Unsuffered Consequences" Copyright (C) 2025 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(msme) Loading required package: MASS Loading required package: lattice > > # library(msme, lib.loc="lib") > > data(medpar) > > med.nb.g <- ml_glm3(los ~ hmo + white, + family = "gNegBinomial", + link = "log", + group = medpar$provnum, + data = medpar) > > summary(med.nb.g) Call: ml_glm3(formula = los ~ hmo + white, data = medpar, family = "gNegBinomial", link = "log", group = medpar$provnum) Deviance Residuals: Min. 1st Qu. Median Mean 3rd Qu. Max. -51.14 51.14 51.14 37.66 51.14 51.14 Coefficients (all in linear predictor): Estimate SE Z p LCL UCL (Intercept) 0.9293 0.0758 12.258 1.53e-34 0.781 1.0779 hmo -0.0701 0.0515 -1.361 0.173 -0.171 0.0309 white -0.0270 0.0653 -0.413 0.68 -0.155 0.1011 Null deviance: NA on 1494 d.f. Residual deviance: 3909331 on 1492 d.f. AIC: 8992.173 Number of optimizer iterations: 96 > > > proc.time() user system elapsed 1.18 0.25 1.37