Case Study: A/B Test Analysis for a Product Launch — Roadmap Step & R…
Analyzing a realistic experiment dataset and making a ship/no-ship recommendation
- Level: advanced
- Estimated time: 2 days
- Roadmap: Data Science
Before this step
Interview questions
- How would you present a statistically significant but practically tiny effect size to a product team?
Study resources
- A Refresher on A/B Testing (Article) — A widely-referenced guide, the primary reference for analyzing this product launch A/B test.
- Analyzing A/B Test Results Explained (Video) — A practical walkthrough directly applicable to analyzing a product launch experiment.
Part of
- Case Studies & Capstone — section
- Data Science roadmap — the full learning path