Outline
Intro
- Overview
- Terminology
- Data setup
Standard clustering
- Random Intercepts demo
- Data: Popularity
Longitudinal Data
- Random Slopes demo
- Group level covariates
- Data: sleep study (lme4)
Nested/Multilevel struture
- Data:
Issues
- Alternative approaches
- Number of groups
- Number of observations within groups
- crossed and nested
Other
- brief prelude to growth curves
Exercises