Date | Topic(s) | Handout | Source code | Data | Reference(s) |
---|---|---|---|---|---|
3 April |
Authoring reports with R Markdown |
R Markdown full
guide R Markdown cheat sheet LaTeX math codes |
|||
10 April |
Fitting linear models |
|
|||
17 April |
Model diagnostics Non-IID errors |
|
|||
24 April |
Design matrices for regression, ANOVA, ANCOVA |
(1) (2) |
|
||
1 May |
Model selection Multimodel inference |
|
|||
8 May |
Fitting mixed models |
Bates et al (2015)
|
|||
15 May |
Logistic regression models |
|
|||
22 May |
Models for counts |
|
|||
29 May |
Working with GLMMs |
|
|||
5 June |
Presentations of class projects |
|