Panning for gold: ‘model‐X’ knockoffs for high dimensional controlled variable selection-Reference-Cited by-同舟云学术

Panning for gold: ‘model‐X’ knockoffs for high dimensional controlled variable selection

Published:2018-01-08 Issue:3 Volume:80 Page:551-577
ISSN:1369-7412
Container-title:Journal of the Royal Statistical Society: Series B (Statistical Methodology)
language:en
Short-container-title:J. R. Stat. Soc. B

Author:

Candès Emmanuel¹,Fan Yingying²,Janson Lucas¹,Lv Jinchi²

Affiliation:

1. Stanford University USA

2. University of Southern California Los Angeles USA

Funder

Office of Naval Research

Simons Foundation

National Science Foundation

National Institutes of Health

Publisher

Wiley

Subject

Statistics, Probability and Uncertainty,Statistics and Probability

Link

https://onlinelibrary.wiley.com/doi/pdf/10.1111/rssb.12265

Reference38 articles.

1. Athey S. Imbens G. W. andWager S. (2016)Efficient inference of average treatment effects in high dimensions via approximate residual balancing.Preprint arXiv:1604.07125.Stanford University Stanford.

2. Controlling the false discovery rate via knockoffs

3. Macrophage Polarisation: an Immunohistochemical Approach for Identifying M1 and M2 Macrophages

4. Discovering the false discovery rate

5. A simple forward selection procedure based on false discovery rate control

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