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