TMA 4315
Generalized Linear Models
Fall 2006
http://www.math.ntnu.no/~bo/TMA4315/2006h/
Main literature is:
Annette J. Dobson: An introduction to
generalized linear models, 2nd ed. Chapman & Hall/CRC,
2002.
Last updated
Week |
Topic |
Reference to Dobson |
Other reference |
Comment |
34-35 |
Generel linear model
for |
Ch. 1-2, 6 |
|
|
36 |
Obligatory Exercise 1: |
|
|
Due early week 37 |
37-38 |
General theory of
exponential families, GLMs etc. |
Ch. 3-5 |
|
|
39 |
Binary variables and
logistic regression |
|
|
|
40 |
Obligatory Exercise 2 |
|
|
Due early week 41 |
41-42 |
Nominal and ordinal
logistic regression. Poisson regression |
Ch. 8 Ch. 9.1-9.2 |
|
|
43 |
Obligatory Exercise 3 |
|
|
Due early week 44 |
44-45 |
Contingency tables and
log-linear models. Additional topics. |
Ch. 11 |
Handout |
|
46 |
Obligatory Exercise 4 |
|
|
Due early week 47 |
47 |
Overdispersed models, quasi-likelihood
models, generalized estimating equations |
|
Handout |
|