Fixed Effects or Mixed Effects Classifiers? Evidence From Simulated and Archival Data.

This study seeks to compare fixed and mixed effects models for the purposes of predictive classification in the presence of multilevel data. The first part of the study utilizes a Monte Carlo simulation to compare fixed and mixed effects logistic regression and random forests. An applied examination...

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