Reconciling model-X and doubly robust approaches to conditional independence testing

Ziang Niu, Abhinav Chakraborty, Oliver Dukes +1

Model-X approaches to testing conditional independence between a predictor and an outcome variable given a vector of covariates usually assume exact knowledge of the conditional di…