Generalized Linear Models, 2018 spring

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
  • L6.0 Generalized Linear Squares
  • L6.1 Generalized Linear Models
• L7: Random Effects
  • L7.0 Bootstrap
  • L7.1 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