We use a procedure called multilevel regression and post-stratification (MRP), ... We extend the models they developed for the U.K. election in 2015 and the U.S election in 2016.

Next, we used the regression model to predict the mean value for each of these groups. For example, we used the model to calculate the probability of voting in 2014 for white Republican men ages 30 to ...

Because many common DIF detection methods ignore potential DIF variance, this paper proposes the use of random coefficient hierarchical logistic regression (RC-HLR) models to test for both uniform DIF ...

We discuss the appropriate uses of multilevel regression modeling, the statistical models that underpin the approach, and how to construct models to address substantive issues. We consider a variety ...

Results: Data from 2,265 patients from 84 hospitals were analyzed using multilevel logistic regression models. Patient satisfaction with care was significantly higher in hospitals that employed breast ...