Plan and analyze an A/B test

Read the full interview experience this question came from →

Quick Overview

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.

Plan and analyze an A/B test

Company: Amazon

Role: Data Scientist

Category: Statistics & Math

Difficulty: hard

Interview Round: Technical Screen

Overview: 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.

Read the full Amazon Data Scientist interview experience this question came from

|Home/Statistics & Math/Amazon
Amazon logo
Amazon
Oct 13, 2025
hardData ScientistTechnical ScreenStatistics & Math
6
0
Loading...
Loading comments...