Sufficient Covariate, Propensity Variable and Doubly Robust Estimation

Hui Guo, Philip Dawid, Giovanni Berzuini

Statistical causal inference from observational studies often requires adjustment for a possibly multi-dimensional variable, where dimension reduction is crucial. The propensity sc…