| Chapter |
Section |
Download |
Topics |
|
| 0 |
|
 |
Linear algebra and matrices |
|
| 1 |
|
|
Introduction to generalized linear models |
|
| 2 |
1 - 8 |
|
Vector spaces and matrices |
| 2 |
9 |
|
Vector valued random variables |
| 2 |
10 |
|
Multivariate normal distribution |
| 2 |
11 |
|
Distributional results and quadratic forms |
|
| 3 |
1 - 2 |
|
General linear models, least squares |
| 3 |
3 - 6 |
|
Minimum deviance type estimators, weighted least squares, orthogonality |
| 3 |
7 - 9 |
|
Multivariate normal theory, estimable functions, hypothesis tests |
|
| 4 |
1 |
|
One-way ANOVA, ANCOVA |
| 4 |
2 - 8 |
|
Two-way ANOVA, nested models, higher order designs |