Do you know any analysis methods to analyze mediation in mixed effects logistic regression? In my design, I have a continuous and a binary fixed effect, and a binary outcome variable.
Bauer, Preacher & Gil (2006) provides a method for analyzing mediation in multilevel data. Can we use this method for logistic multilevel regression as well?
Do you mean mediation as in mediation of effects, or as in conflict management?
I mean statistical mediation.
I guess the mediation package in R would do the trick.
Thanks.
Hello Berna,
have you found a good reference for this question yet? I am searching for the same!
This paper by Finley et al http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3076684/ was helpful for me; it reports a mixed modelling mediation analyses for a dichotomous dependent variable and names relevant references (see results and discussion Experiment 1). However, our statistician is sceptical about the calculation of the standard errors, so I am still looking for other examples.
Best, Gesa
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