Anytime-Valid Tests of Conditional Independence Under Model-X
Author:
Affiliation:
1. Department of Machine Learning, Centrum Wiskunde & Informatica, Amsterdam, The Netherlands
2. Department of Statistics, Leiden University, Leiden, The Netherlands
3. Seminar for Statistics, ETH Zürich, Switzerland
Funder
Swiss National Science Foundation
Publisher
Informa UK Limited
Subject
Statistics, Probability and Uncertainty,Statistics and Probability
Link
https://www.tandfonline.com/doi/pdf/10.1080/01621459.2023.2205607
Reference42 articles.
1. A simple measure of conditional dependence
2. The conditional permutation test for independence while controlling for confounders
3. Panning for gold: ‘model‐X’ knockoffs for high dimensional controlled variable selection
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