Quantify impact without an A/B test

Company: Stripe

Role: Data Scientist

Category: Analytics & Experimentation

Difficulty: medium

Interview Round: Technical Screen

Quick Answer: This question evaluates a data scientist's competency in causal inference, quasi-experimental methods, time-series analysis, identification strategy selection, and rapid analytical design under tight time constraints.