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adaptive gauss-hermite quadrature 1generalized linear mixed models 1laplace approximation 1lme4 1penalized iteratively reweighted least squares 1

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stat.ME2026

Fitting Generalized Linear Mixed-Effects Models using lme4

Anna Ly, Rune Haubo Bojesen Christensen, Douglas Bates +2

The lme4 R package can be used to fit generalized linear mixed models (GLMMs), which extend the class of linear mixed models (LMMs). The two main extensions provided by GLMMs are (…