Causal Inference in Data Science: Conditional Independence via Propensity Score Adjustment

Specification and Proofs of Propensity Scores, with Accompanied Computational Simulation

Andrew Rothman
Towards Data Science
8 min readOct 8, 2021

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Photo by Mohammad Rahmani on Unsplash

1: Background & Motivation

Causal Inference is a field that touches several domains and is of interest to a wide range of…

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Principal Data/ML Scientist @ The Cambridge Group | Harvard trained Statistician and Machine Learning Scientist | Expert in Statistical ML & Causal Inference