Discussion of "Gene hunting with hidden Markov model knockoffs'
Published version
Peer-reviewed
Repository URI
Repository DOI
Change log
Authors
Bottolo, Leonardo https://orcid.org/0000-0002-6381-2327
Richardson, Sylvia https://orcid.org/0000-0003-1998-492X
Abstract
We congratulate the authors on this interesting paper that tackles the difficult problem of extending the work of Candès et al. (2018) to structured predictors possessing a particular type of dependence. Motivated by the aim of making the knockoff construction applicable to genome-wide association studies, Sesia et al. (2019) propose using a hidden Markov model to generate knockoffs that capture patterns of DNA variation, following the work of Scheet & Stephens (2006).
Description
Keywords
38 Economics, 4905 Statistics, 3802 Econometrics, 49 Mathematical Sciences
Journal Title
Biometrika
Conference Name
Journal ISSN
1464-3510
1464-3510
1464-3510
Volume Title
106
Publisher
Oxford University Press
Publisher DOI
Sponsorship
Engineering and Physical Sciences Research Council (EP/R018561/1)
MRC (Unknown)
Alan Turing Institute (Unknown)
MRC (Unknown)
Alan Turing Institute (Unknown)