Generalized Linear Mixed Effects Model

Topics of Interest

• Framework of the generalized linear mixed effects model

• Complex random effects structures

• Missing data

Resources

• Hoff Chapter 7

• Gelman and Hill Chapters 14-15

Hospital data

More on hospital compare data

Slides

Generalized Linear Mixed Effects Model

Nested and Crossed Random Effects

Case Study: Polls and Election Prediction

Measurement Error

Missing Data

Meta-Analysis

Multilevel Categorical Data

Homework

Homework 3

Homework 4

Labs

October 14

October 21

November 4