causal-inference Articles

3 articles

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machine-learning(2)

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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.

artifical-intellegence

Lyft

01 min read

Culture•2025-08-14

Intern Experience at Lyft

Two Lyft Data Scientists share their intern-to-full-time journeys, highlighting impactful data science projects in EV adoption and driver loyalty.

Machine Learning•2025-02-14

Estimating Incremental Lift in Customer Value (Delta CV) using Synthetic Control

This article explains PayPal's Delta CV (Delta Customer Value) framework, which uses causal inference and synthetic control to measure the incremental profit impact of product adoptions and user actions.