I need to run some conditional logistic regression models on a multilevel
matched dataset (propensity score matched data from multiple research sites).
I can pretty easily use the clogistic() function in the Epi package to run
conditional logistic regression models on each separate/nested subset of the
data (e.g., data obtained from each research site separately). However, I
cannot figure out how to run an aggregate analysis (of all aggregated sites) in
a way that accounts for clustering.
When using unconditional logistic regression I can run the aggregate analysis
lmer() function in the lme4 package. However, I cannot figure out how to run
conditional logistic regression with the lmer() function (I am also open to any
other packages/functions that might work).
Thanks in advance for help with this.
Heather Hensman Kettrey, PhD
Assistant Professor of Sociology
Clemson University
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