Use regression vs cohorts for A/B estimation
Company: Instacart
Role: Data Scientist
Category: Analytics & Experimentation
Difficulty: hard
Interview Round: Onsite
Overview: 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.
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