Fundamentals of Causal Inference
Babette A. Brumback
Gebundenes Buch

Fundamentals of Causal Inference

With R

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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.