Table of Contents:
1:57 Generalized linear models
7:22 Link functions
28:20 Example plot
32:57 Estimation and inference
35:31 Placekicking example
41:28 Random components
46:11 Chapter 3
52:40 Multinomial
1:05:43 IxJ contingency table
See http://www.chrisbilder.com/categorical for the lecture notes and the corresponding textbook's website.