Regression-with-residuals estimation of marginal effects: a method of adjusting for treatment-induced confounders that may also be effect modifiers

Wodtke, GT; Alaca, Z; Zhou, X

Wodtke, GT (reprint author), Univ Chicago, Dept Sociol, 1126 East 59th St, Chicago, IL 60637 USA.

JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES A-STATISTICS IN SOCIETY, 0; ():

Abstract

When making causal inferences, treatment-induced confounders complicate analyses of time-varying treatment effects. Conditioning on these variables na......

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