Estimate ATE, ITT, and TOT from experiment

Company: Netflix

Role: Data Scientist

Category: Analytics & Experimentation

Difficulty: easy

Interview Round: Onsite

Quick Answer: This question evaluates a data scientist's competency in causal inference and experimental analysis, specifically the estimation and interpretation of ATE, ITT, and TOT/LATE from randomized trials with possible non-compliance using instrumental variables.