Stat 5870 section 2 - Fall 2024 - Assigned Reading material

WeekChapterTopicSections or pages
11study design, description all
stem-leaf plots not important
1 advice from previous students
1, 2, 322 sample inferenceall
4 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 (section 3.2) not important
618, 19Proportions and Contingency tables 18.1.2, 18.2.1, 18.3, 19.2 (skim), 19.3, 19.6.1
7, 85More than 2 groups 5.1 but not 5.1.2, 5.2, 5.3, 5.5, 5.6 (no details)
7, 86After ANOVA 6.1-6.4 (omit 6.1.2), 6.5.1 (3rd ed), 6.5.8 (3rd ed)
9 7Linear Regression all except 7.1.1, 7.5.1
108Regression Assumptions/Diagnostics
8.2 - 8.6.2
1120Logistic Regression20.1.1, 20.2, 20.3.1 (skim), 20.3.2, 20.4, 20.5, 20.6.1
12, 13 9, 10, 11Multiple Regression, Constructed variables 9.1-9.5, 10.1.2, 10.2, 10.3, 10.4.6, 10.4.7, 12.2.2, skim 11.2-4
13 11Multiple Regression Diagnostics skim 11.2-4
1412Model selection 12.1.1, 12.2, 12.4.2, 12.7.1, 12.7.2, 12.7.4