adaptive gauss-hermite quadrature 1generalized linear mixed models 1laplace approximation 1lme4 1penalized iteratively reweighted least squares 1
From the 1 of 3 linked papers with an AI index.
3 papers
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 (…
q-bio.QM2026
Too Few or Too Many? Sample Size Estimation for Differential Abundance Studies
Michael Agronah, Benjamin M. Bolker
Determining an appropriate sample size for a study is a crucial step in planning scientific research. Appropriate sample size planning avoids both inadequate and inflated sample si…
stat.CO2026
Meta-analysis with the glmmTMB R package
Coralie Williams, Maeve McGillycuddy, Mollie Brooks +6
Meta-analytical models are typically formulated as a mixed-effects model where the sampling variances of the effect sizes are treated as known. In principle, such models could be f…