Dienstag, 22. November 2016

GLM

Generalized linear models

University of Cambridge  GLM course
http://www.statslab.cam.ac.uk/~pat/
http://www.statslab.cam.ac.uk/~pat/All.pdf  (covers material in Chapter 3 in depth)

Princeton lecture notes on GLM's
http://data.princeton.edu/wws509/notes
http://data.princeton.edu/wws509/notes/a2.pdf (Chapter 3 in brief)

University of Vienna GLM course
http://statmath.wu.ac.at/courses/heather_turner/ (with R code examples)

How are the likelihood ratio, Wald, and Lagrange multiplier (score) tests different and/or similar?



on binomial and quasibinomial
http://stats.stackexchange.com/questions/91724/what-is-quasi-binomial-distribution-in-the-context-of-glm

Lecture videos of the university of Sheffield.

https://www.youtube.com/playlist?list=PLPmy3Mr9LPPtQF-LeU_0hrhhrpBJ-wKmI

Mixed Linear Models


Mixed effect modelling with R book by Bates