R Under development (unstable) (2024-06-30 r86854 ucrt) -- "Unsuffered Consequences" Copyright (C) 2024 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. > ## DON'T load lme4; test is to see if glmer.nb works when > ## lme4 is not loaded > > set.seed(101) > dd <- data.frame(x=runif(200), f= rep(1:20, each=10)) > b <- rnorm(20) > dd <- transform(dd, y = rnbinom(200, mu = exp(1 + 2*x + b[f]), size = 2)) > g <- lme4::glmer.nb(y~x + (1|f), data = dd) > stopifnot(inherits(g, "glmerMod")) > > proc.time() user system elapsed 2.57 0.07 2.64