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

DOI10.1214/24-aos2372MaRDI QIDQ6608673

Oliver Dukes, Eugene Katsevich, Ziang Niu, Abhinav Chakraborty

Publication date: 20 September 2024

Published in: The Annals of Statistics (Search for Journal in Brave)

zbMATH Keywords

double robustnessconditional independence testingconditional randomization testmodel-X

Mathematics Subject Classification ID

Nonparametric hypothesis testing (62G10) Ridge regression; shrinkage estimators (Lasso) (62J07) Nonparametric statistical resampling methods (62G09)

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