Lecture Slides on GLM
- Lecture 01: Linear Models and Applications
- Lecture 02: Introduction to GLM's
- Lecture 03: Binary and binomial regression models
- Lecture 04: Parameter estimation and diagnostics in logistic regression
- Lecture 05: Overdispersion in logistic regression
- Lecture 06: Poisson regression
- Lecture 07: Overdispersion in Poisson regression
- Lecture 08: Gamma regression
- Lecture 09: Loglinear models
- Lecture 10: Linear mixed models