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rideshare Articles

2 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
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Lyft logoLyft
01 min read
Machine Learning•2025-10-07

My Starter Project on the Lyft Rider Data Science Team

This post describes a Lyft data scientist's starter project using the Rider Experience Score (RES) tool to estimate long-term causal effects of rider experiences on retention without relying on A/B tests.

causal-inference
data-science
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