Lecture notes
- L1: Course Introduction
- L2: Linear Models with R
- L3: Binary Responses
- L4: Binomial and Proportion Responses
- L5: Count Responses
- L6: Generalized Linear Models
- L7: Random Effects
- L8: Hierarchical Models and Longitudinal Data
- L9: Mixed Effect Models for Non-Gaussian Responses
- L10: Nonparametric Regression
- L11: Additive Models
- L12: Course Review