Chapter 1 — Distributions, Tails, and Anomalies

Advanced Business Analytics

Prof. Xuhu Wan

What’s in this chapter

4 sections, each ~15-20 minutes:

1. Distributions in Practice
2. Bootstrap Confidence Intervals and Hypothesis Testing
3. Experimental Design — A/B Tests and Bandits
4. Association and Extreme Value Theory