Complete assigned readings before next class meeting, which are yellow-highlighted.
DA11a Regression Part 2 of 2: PPT
DA11b ANOVA: PPT
DA12b Chi-Square: PPT
DA11b ANOVA: PPT
- NFF Chapter 10: Comparing two means (pdf))
- DA Worksheet #10: Regression 2 of 2 (solution)
- DA Worksheet #11: ANOVA (solution; Python Solution)
- Khan Academy module on Chi-Square
- [MINI] Chi-Squared Test by Data Skeptic Podcast
- Fischer's Exact Test (Lady Testing Tea)
- JASP Tutorial on Chi Square
- How to Conduct a Multinomial Test & a Chi-Square Test in JASP
- Statistical Challenges in Online Controlled Experiments: A Review of A/B Testing Methodology
DA12b Chi-Square: PPT
- GS Logistic Regression Chapter (pages 61-65): Statistical Analysis in JASP - A Guide for Students
- DA Worksheet #12: T-Test (solution)
- DA Worksheet #13: Chi-Square (solution)
- A Visual Introduction to Logistic Regression (by Amazon's Machine Learning University)
- Logit on Wikipedia
- Sigmoid, the inverse of Logit, on Wikipedia
- How logarithms work
- What is e: Euler's number
- Why use odds ratios in logistic regression by Analysis Factor
- JASP Tutorial on Logistic Regression
- The Gambler Who Cracked the Horse-Racing Code
- Logistic Regression by StatQuest
- Logistic Regression Lesson by Penn State
- Using Logistic Regression Coefficients
- Logistic Regression as a Machine Learning Algorithm by Andrew Ng
- Dealing with Imbalanced Datasets in Classification by StarQuest
- How Can You Escape Binary Thinking? (No Stupid Questions Podcast)