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22 |
29 January |
Introduction |
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| Week 1 |
22 |
30 January |
Mind your language
A brief introduction to R, RStudio, and other tools of the trade |
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| Week 2 |
23 |
06 February |
Escaping Flatland
Linear models and their limitations |
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| Week 3 |
24 |
13 February |
Categories
Logistic regression and other generalised linear models |
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| Week 4 |
25 |
20 February |
Interactions
Estimating, graphing and interpreting interaction effects |
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| Week 5 |
26 |
27 February |
Biases
Considerations for causal analysis |
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| Week 6 |
27 |
05 March |
Hierarchies
Multilevel models |
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| Week 7 |
28 |
12 March |
Temporalities
Time series, panel and longitudinal data analysis |
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| Week 8 |
29 |
19 March |
Study design
Simulation-based power analysis for study design |
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29 |
22 March |
Conclusions |
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