Efficient adjustment for complex covariates: Gaining efficiency with DOPE

Alexander Mangulad Christgau, Anton Rask Lundborg, Niels Richard Hansen

Covariate adjustment is a ubiquitous method used to estimate the average treatment effect (ATE) from observational data. Assuming a known graphical structure of the data generating…