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st: Multinomial logistic regression using GEE or random intercepts

From   Jo-Anna Baxter <>
To   "" <>
Subject   st: Multinomial logistic regression using GEE or random intercepts
Date   Wed, 17 Apr 2013 19:39:36 +0000


In my analysis, I am using multinomial logistic regression to estimate the odds of subjects selecting of different supplements. The outcome measure is supplement selection (of which there are five options). Subjects were asked about their supplement selection multiple times throughout the study, so they have contributed multiple outcomes. Since there are repeated observations for each subject, within-subject correlation must be considered.

At this time, I plan to use the mlogit function with the vce(cluster ) option to account for the non-independent nature of the data. However, is there a way to do multinomial logistic regression more formally using GEE or random intercepts?

Many thanks,


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