| 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 |
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| 10 April |
Fitting linear models |
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| 17 April |
Model diagnostics Non-IID errors |
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| 24 April |
Design matrices for regression, ANOVA, ANCOVA |
(1) (2) |
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| 1 May |
Model selection Multimodel inference |
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| 8 May |
Fitting mixed models |
Bates et al (2015)
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| 15 May |
Logistic regression models |
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| 22 May |
Models for counts |
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| 29 May |
Working with GLMMs |
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| 5 June |
Presentations of class projects |
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