2 papers
math.ST2025
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…
stat.ME2025
Model-free Methods for Event History Analysis and Efficient Adjustment (PhD Thesis)
Alexander Mangulad Christgau
This thesis contains a series of independent contributions to statistics, unified by a model-free perspective. The first chapter elaborates on how a model-free perspective can be u…