Use regression vs cohorts for A/B estimation

Company: Instacart

Role: Data Scientist

Category: Analytics & Experimentation

Difficulty: hard

Interview Round: Onsite

Quick Answer: This question evaluates a data scientist's competency in regression-adjusted causal estimation, specifying interaction terms and assessing heterogeneous treatment effects (ATE and CATE) under stated identification assumptions.