Data Science Fundamentals

Propensity Score Matching

Beginner’s guide to causal inference from observational data

Towards Data Science
12 min readDec 1, 2021

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Causal inference is an underrated but powerful area of Data Science. A popular way to draw causal conclusion is to conduct an AB test. But what if AB testing is not feasible or simply not an option? Non-experimental causal inference techniques enable…

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