Controlling the False Discovery Rate via Competition: is the +1 needed?
Methodology
2024-12-10 v2 Applications
Abstract
Barber and Cand\`es (2015) control of the FDR in feature selection relies on estimating the FDR by the number of knockoff wins +1 divided by the number of original wins. We study the necessity of the +1 in general settings.
Cite
@article{arxiv.2204.13248,
title = {Controlling the False Discovery Rate via Competition: is the +1 needed?},
author = {Andrew Rajchert and Uri Keich},
journal= {arXiv preprint arXiv:2204.13248},
year = {2024}
}
Comments
10 pages + 9 supplementary pages