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

Z Niu, A Chakraborty, O Dukes… - The Annals of …, 2024 - projecteuclid.org
Reconciling model-X and doubly robust approaches to conditional independence testing Page
1 The Annals of Statistics 2024, Vol. 52, No. 3, 895–921 https://doi.org/10.1214/24-AOS2372 © …

Doubly robust and computationally efficient high-dimensional variable selection

A Chakraborty, J Zhang, E Katsevich - arXiv preprint arXiv:2409.09512, 2024 - arxiv.org
The variable selection problem is to discover which of a large set of predictors is associated
with an outcome of interest, conditionally on the other predictors. This problem has been …