Multilevel modeling using R
In: Statistics in the social and behavioral sciences series
Benefits of Using Multilevel Modeling for Longitudinal AnalysisSummary; Note; 6: Graphing Data in Multilevel Contexts; Plots for Linear Models; Plotting Nested Data; Using the Lattice Package; Plotting Model Results Using the Effects Package; Summary; 7: Brief Introduction to Generalized Linear Models; Logistic Regression Model for a Dichotomous Outcome Variable; Logistic Regression Model for an Ordinal Outcome Variable; Multinomial Logistic Regression; Models for Count Data; Poisson Regression; Models for Overdispersed Count Data; Summary; 8: Multilevel Generalized Linear Models (MGLMs)