L13.1: Intro to Generalized Linear Mixed Models

Table of Contents:

00:00 - L13.1: Intro to Generalized Linear Mixed Models
00:06 - Overview
00:12 - GEEs, LMMs, and GLMMs
01:23 - The LMM Model
01:24 - GEEs, LMMs, and GLMMs
01:55 - The LMM Model
02:44 - The LMM Model Assumptions
03:25 - Generalized Linear Mixed Models
04:05 - The GLMM Model Assumptions
05:18 - The GLMM Model
06:08 - Example: Continuous Response
06:42 - Example: Logistic Model
08:07 - Example: Poisson Model
10:02 - Estimation for GLMMs
11:03 - Notes about GLMMs