[R-sig-ME] A three-level GLMM with binomial link in R

Hedyeh Ahmadi hedyeh@h @end|ng |rom u@c@edu
Fri Mar 5 21:27:04 CET 2021

Hi All,
I was wondering what would be a powerful package in R to run GLMM with logit link that can handle a data set with N=22945 and 3 nested random intercepts. So far, I have tried glmer() from lme4 and it's giving me a lot of estimation issues. Any other package I should try?

I am asking for another package as I am having the same issue with lmer() for similar LMM with continuous outcome, while lme() from nlme package runs the models with no problem.

Thank you in advance.


Hedyeh Ahmadi, Ph.D.
Keck School of Medicine
Department of Preventive Medicine
University of Southern California

Postdoctoral Scholar
Institute for Interdisciplinary Salivary Bioscience Research (IISBR)
University of California, Irvine


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