OpenAlex | Fast and powerful conditional randomization testing via distillation

Fast and powerful conditional randomization testing via distillation

Work

Year: 2021

Type: article

Abstract: We consider the problem of conditional independence testing: given a response Y and covariates (X,Z), we test the null hypothesis that Y⫫X∣Z. The conditional randomization test was recently proposed a... more

Source: Biometrika

Authors Molei Liu, Eugene Katsevich, Lucas Janson, Aaditya Ramdas

Institutions Harvard University, University of Pennsylvania, Carnegie Mellon University

Cites: 38

Cited by: 22

Related to: 10

FWCI: 3.382

Citation percentile (by year/subfield): 85.67

Topic: Statistical Methods in Clinical Trials

Subfield: Statistics and Probability

Field: Mathematics

Domain: Physical Sciences

Sustainable Development Goal Good health and well-being

Open Access status: green