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Fundamentals of Causal Inference: With R

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Fundamentals of Causal Inference: With R - Brumback, Babette A
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Explains and relates different methods of confounding adjustment in terms of potential outcomes and graphical models, including standardization, difference-in-differences estimation, the front-door method, instrumental variables estimation, and propensity score methods.

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Fundamentals of Causal Inference: With R 2021, CRC Press, Oxford

ISBN-13: 9780367705053

Hardcover