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