Fundamentals of Causal Inference (With R)

Babette A. Brumback · CRC Press · 2021-11-10

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.