Week 10
Simple Linear Regression (cont’d) and Nonparametric Tests
Overview of Week 10
Mon: Day 16
- Simple Linear Regression Part 2
- Sections 6.3-6.4
Wed: Day 17
- Nonparametric tests
- This material is not in our textbook. Please see Chapter 13: Nonparametric tests of Pagano’s Principles of Biostatistics, 2022 edition as a supplementary resource.
- This chapter can be downloaded from the OHSU library’s eBook at https://ebookcentral.proquest.com/lib/ohsu/detail.action?docID=6950388&pq-origsite=primo
Slides & Recordings
- Pre-recorded lessons are on Echo Cloud (aka echo 360 or echo video).
Day | Topic | Slides: html | Slides: pdf | Slides: web-page | Slides with notes | Recording Link | Duration | Code: qmd | Code: html |
---|---|---|---|---|---|---|---|---|---|
16 | Simple Linear Regression cont’d: 6.3-6.4 | Day 16 | Day 16 * | 1 hr 26 min | |||||
17 | Sign test & Sign-rank test: Slides 1-31 | Day 17 Part 1 | 56 min | ||||||
Wilcoxon rank-sum test, Kruskal-Wallis test: Slides 32-53 | same | same | Day 17 Part 2 | 41 min | same |
*
Edited live recording from F23 class
Datasets
All datasets can be found on GitHub
- Day 16: lifeexp_femlit_water_2011.csv
Class discussion
During class you will be working in groups discussing the following:
Day 16
- Questions from HW 7
- Book
- Warm-up: 6.12
- 6.28, 6.32
- R2 (a) - (j): Life expectancy vs. CO2 emissions
- Book
Day 17
- Questions from HW 7
- Nonparametric Tests: NPT 1-3
Homework
- HW 7 covers Days 15 -17 and is due on Sat, 12/7
- Check out this spreadsheet for typos in book.