Infer distribution and choose robust statistics
Company: Google
Role: Data Scientist
Category: Statistics & Math
Difficulty: medium
Interview Round: Technical Screen
Quick Answer: This question evaluates a candidate's ability to infer underlying distributions from summary statistics and apply robust statistical reasoning including handling zero-inflation, tail behavior, transformation choices, confidence-interval construction, hypothesis test selection, and sensitivity analysis for skewed revenue data.