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

Dexter Locke dexter@|ocke @end|ng |rom gm@||@com
Fri Mar 5 22:01:42 CET 2021

Hi Hedyeh,

What is the problem you are having? Specifically, what is the estimation
issue with lmer and lme?

Can you provide a reproducible example? Can you provide the complete errors
you are seeing?

The current questions are vague, so it will be challenging for list members
to provide much guidance.


On Fri, Mar 5, 2021 at 3:27 PM Hedyeh Ahmadi <hedyehah using usc.edu> wrote:

> 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.
> Best,
> Hedyeh Ahmadi, Ph.D.
> Statistician
> 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
> LinkedIn
> www.linkedin.com/in/hedyeh-ahmadi<http://www.linkedin.com/in/hedyeh-ahmadi
> >
> <http://www.linkedin.com/in/hedyeh-ahmadi><
> http://www.linkedin.com/in/hedyeh-ahmadi>
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