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Testing for conditional independence: A groupwise dimension reduction‐based adaptive‐to‐model approach

  • Published:2021-01-06 Issue:2 Volume:48 Page:549-576
  • ISSN:0303-6898
  • Container-title:Scandinavian Journal of Statistics
  • language:en
  • Short-container-title:Scand J Statist

Author:

Zhu Xuehu1,Lu Jun23,Zhang Jun4ORCID,Zhu Lixing56ORCID

Affiliation:

1. School of Mathematics and Statistics Xi'an Jiaotong University Xi'an China

2. College of Liberal Arts and Sciences National University of Defense Technology Changsha China

3. School of Statistics and Mathematics Zhejiang Gongshang University Hangzhou China

4. College of Mathematics and Statistics Shenzhen University Shenzhen China

5. Department of Mathematics Hongkong Baptist University Hongkong China

6. Center for Statistics and Data Science Beijing Normal University Zhuhai China

Funder

China Postdoctoral Science Foundation

National Natural Science Foundation of China

Publisher

Wiley

Subject

Statistics, Probability and Uncertainty,Statistics and Probability

Reference37 articles.

1. Bergsma W. P.(2004).Testing conditional independence for continuous random variables. EURANDOM‐Report 2004‐049.

2. Conditional independence in statistical theory;Dawid A. P.;Journal of the Royal Statistical Society, Series B,1979

3. Significance testing in nonparametric regression based on the bootstrap

4. Consistent Model Specification Tests: Omitted Variables and Semiparametric Functional Forms

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