How would you measure impact?
Company: PayPal
Role: Data Scientist
Category: Analytics & Experimentation
Difficulty: medium
Interview Round: Onsite
Overview: This question evaluates competency in causal inference and experimental design for production analytics, covering delayed outcomes, interference, confounding, metric selection, sample-size estimation, and interpretation of business trade-offs between fraud reduction and approval impact.
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