Complete assigned readings before next class meeting, which are yellow-highlighted
DA06 Making Inferences: PPT
- [MINI] P-values by Data Skeptic
- DA Worksheet #06: Distribution & CI (solution)
- JASP Tutorials on T-Tests
DA07 Hypothesis Testing: PPT
- NFF Chapter 11: Correlation and linear regression (pdf
- Example Study: How do you Feel? by Planet Money
- JASP Tutorial on Correlation
- JASP software: Find correlation and regression tutorials here
- DA Worksheet #07: Hypothesis Testing (solution)
DA08 Covariance and Correlation: PPT
- NFF Chapter 11: Correlation and linear regression (pdf)
- DA Worksheet #08: Correlation (solution; Python Solution)
- The Importance of Being Causal (Harvard Data Science Review)
- When to Act on a Correlation, and When Not To (Harvard Data Science Review)
- Beware Spurious Correlations (Harvard Business Review)*
- [MINI] Anscombe's Quartet by Data Skeptic podcast
- Patterns of Trustworthy Experimentation: Pre-Experiment Stage (Microsoft)
- Accelerating Retention Experiments with Partially Observed Data (Yelp Engineering)
- Experimentation Works: The Surprising Power of Business Experiments (by Dr. Thomke)
- Correlation vs. Causation by Harvard psychologist Steve Pinker