Using generalized linear models to implement g-estimation for survival data with time-varying confounding

DOI10.1002/sim.8997zbMath1546.62662MaRDI QIDQ6628154

Oliver Dukes, Ruth H. Keogh, Stijn Vansteelandt, Shaun R. Seaman

Publication date: 29 October 2024

Published in: Statistics in Medicine (Search for Journal in Brave)

zbMATH Keywords

causal effectmarginal structural modeltime-varying confoundingaccelerated failure time modelAalen's additive modelstructural nested cumulative failure time model

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10)

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