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quasi-experiment Articles

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Lyft logoLyft
01 min read
Machine Learning•2026-02-12

Trusting the Untestable: Validation and Diagnostics for the Doubly Robust Models

This post from Lyft explains how they validate and diagnose Doubly Robust (AIPW) models used for causal inference when A/B testing is not feasible.

validation
aipw
doubleml
quasi-experiment
rideshare