Week | Chapter | Topic | Sections or pages |
1 | 1 | study design, description | all stem-leaf plots not important |
2, 3 | 2 | 2 sample inference | all |
4, 5 | 4 | Non-parametric tests | 4.1.2, 4.2.1, 4.2.2, 4.2.3 (no details), 4.3.2 (no details), 4.4 (no details), 4.5.1, 4.5.2 |
4, 5 | 3 | Assumptions, Transformations | all, details of robustness (3.2) not important |
6 | 5 | More than 2 groups | 5.1-5.3, 5.5, 5.6.1, 5.6.4 |
7, 8 | 6 | After ANOVA | 6.1-6.4 (omit 6.1.2), 6.5.1 (3rd ed) |
9 | 7 | Linear Regression | all except 7.1.1, 7.5.1 |
10 | 8, 9 | Regression Assumptions/Diagnostics Multiple regression |
8.2 - 8.6.2, 9.1-9.5 |
11 | 9, 10, 11 | Multiple Regression, Constructed variables | 9.1-9.5, 10.1.2, 10.2, 10.3, 10.4.6, 10.4.7, skim 11.2-4 |
12 | 12 | Model selection and VIF | 12.1.1, 12.2, 12.4, 12.7.1, 12.7.4 |
13 | 13, 14 | 2 way ANOVA | 13.5.1, 13.5.3,13.5.4,14.2.1, 14.5.3 |
14 | 18 | Proportions | 18.1.2, 18.2.1, 18.3 |
15 | 19 | Contingency Tables | 19.3, 19.4, 19.6.1 |
15 | 20 | Logistic Regression | 20.1.1, 20.2, 20.3.1 (skim), 20.3.2, 20.4, 20.5, 20.6.1 |
15 | 21 | More logistic regression, Intro to Poisson regression | 21.1.2, 21.2, 21.4, 21.5, 22.1.1, 22.2, skim 22.3 and 22.4 |
Note: material from chapters 21 and 22 is not on the final exam |