How would you estimate impact without A/B?
Company: Microsoft
Role: Data Scientist
Category: Analytics & Experimentation
Difficulty: medium
Interview Round: Technical Screen
Overview: This question evaluates a data scientist's competency in causal inference, experimental design, metric definition and diagnostics, with specific emphasis on confounding, selection bias, interference, and Simpson's paradox.
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