Course material for the course TMA4315 Generalized linear model at NTNU, first used in 2018.
Material originally developed by Mette Langaas with help from Thea Bjørnland. Subsequent edits by Bob O’Hara. The original GLM course webpage with html versions of the file are found here:
Please consider the licence for this repo to be CC BY-NC-SA
Project 1 should be done here: Project
Week 1: Presentation slides, Markdown
Week 2: Presentation slides, Markdown
Week 1: Presentation slides, Markdown
Week 2: Presentation slides, Markdown
Week 1: Presentation slides, Markdown
Week 2: Presentation slides, Markdown
Project 2 should be done here: Project
Week 1: Presentation slides, Markdown
Week 2: Presentation slides, Markdown
Project 3 should be done here: Project
Repo: remove parts that are not needed.
Overall: Use lectures to give overview. Use videos to presetn proofs etc., and link to in videos.
Use exercise sessions to go through proofs.
Feels a bit long at end: remove. a lot of the ANOVA stuff?
Week 2 slides need more structure: very listy. Also, TMI. Didn’t get to overdispersion & rushed residuals.
Proof of asymptotic distribution: a bit of a mess. Should probably do as a video.
Perhaps reduce the grouped data part to save time. And link to module 2 and videos in slides (as a prompt to lecturer that they are there).
The presentation could be reworked to improve the structure, and explain the ordinal model better.