Stat 401 A - Spring 2018 - Assigned Reading material

WeekChapterTopicSections or pages
11study design, description all
stem-leaf plots not important
2, 322 sample inferenceall
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, 53 Assumptions, Transformations all, details of robustness (3.2) not important
65More than 2 groups 5.1-5.3, 5.5, 5.6.1, 5.6.4
7, 86After ANOVA 6.1-6.4 (omit 6.1.2), 6.5.1 (3rd ed)
9 7Linear Regression all except 7.1.1, 7.5.1
108, 9Regression Assumptions/Diagnostics
Multiple regression
8.2 - 8.6.2, 9.1-9.5
11 9, 10, 11Multiple Regression, Constructed variables 9.1-9.5, 10.1.2, 10.2, 10.3, 10.4.6, 10.4.7, skim 11.2-4
1212Model selection and VIF 12.1.1, 12.2, 12.4, 12.7.1, 12.7.4
1313, 142 way ANOVA13.5.1, 13.5.3,13.5.4,14.2.1, 14.5.3
1418Proportions 18.1.2, 18.2.1, 18.3
1519Contingency Tables 19.3, 19.4, 19.6.1
1520Logistic Regression20.1.1, 20.2, 20.3.1 (skim), 20.3.2, 20.4, 20.5, 20.6.1
1521More 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