Plan and analyze an A/B test

Company: Amazon

Role: Data Scientist

Category: Statistics & Math

Difficulty: hard

Interview Round: Technical Screen

Quick Answer: This question evaluates expertise in experimental design and applied statistics — specifically power and sample-size calculations, clustering and design-effect adjustments, sequential monitoring and adjusted inference, multiple-comparisons control, and diagnostic analysis for A/B tests.