High dimensional controlled variable selection with model-X knockoffs in the AFT model-Reference-Cited by-同舟云学术

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High dimensional controlled variable selection with model-X knockoffs in the AFT model

Published:2023-12-09 Issue: Volume: Page:
ISSN:0943-4062
Container-title:Computational Statistics
language:en
Short-container-title:Comput Stat

Author:

He Baihua,Xia Di,Pan Yingli^ORCID

Funder

National Natural Science Foundation of China

Hubei Key Laboratory of Big Data in Science and Technology

Publisher

Springer Science and Business Media LLC

Subject

Computational Mathematics,Statistics, Probability and Uncertainty,Statistics and Probability

Link

https://link.springer.com/content/pdf/10.1007/s00180-023-01426-5.pdf

Reference19 articles.

1. Askari A, Rebjock Q, d’Aspremont A, Ghaoui LE (2021) Fanok: Knockoffs in linear time. SIAM J Math Data Sci 3(3):833–853

2. Benjamini Y, Hochberg Y (1995) Controlling the false discovery rate: a practical and powerful approach to multiple testing. J Roy Stat Soc Ser B (Methodol) 57(1):289–300

3. Barber RF, Candès EJ (2015) Controlling the false discovery rate via knockoffs. Ann Stat 43(5):2055–2085

4. Barber RF, Candès EJ (2019) A knockoff filter for high-dimensional selective inference. Ann Stat 47(5):2504–2537

5. Candès E, Fan Y, Janson L, Lv J (2018) Panning for gold: model-X knockoffs for high dimensional controlled variable selection. J R Stat Soc Ser B (Statistical Methodology) 80(3):551–577

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