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r2VIM: A new variable selection method for random forests in genome-wide association studies

  • Silke Szymczak1, 8Email author,
  • Emily Holzinger1,
  • Abhijit Dasgupta2,
  • James D. Malley3,
  • Anne M. Molloy4,
  • James L. Mills5,
  • Lawrence C. Brody6,
  • Dwight Stambolian7 and
  • Joan E. Bailey-Wilson1
BioData Mining20169:7

https://doi.org/10.1186/s13040-016-0087-3

Received: 14 July 2015

Accepted: 19 January 2016

Published: 1 February 2016

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Open Peer Review reports

Pre-publication versions of this article are available by contacting info@biomedcentral.com.

Original Submission
14 Jul 2015 Submitted Original manuscript
20 Sep 2015 Reviewed Reviewer Report - He Zhang
26 Sep 2015 Reviewed Reviewer Report - Brett Mckinney
11 Jan 2016 Author responded Author comments - Silke Szymczak
Resubmission - Version 2
11 Jan 2016 Submitted Manuscript version 2
Publishing
19 Jan 2016 Editorially accepted
1 Feb 2016 Article published 10.1186/s13040-016-0087-3

How does Open Peer Review work?

Open peer review is a system where authors know who the reviewers are, and the reviewers know who the authors are. If the manuscript is accepted, the named reviewer reports are published alongside the article. Pre-publication versions of the article are available by contacting info@biomedcentral.com.

You can find further information about the peer review system here.

Authors’ Affiliations

(1)
Statistical Genetics Section, Inherited Disease Research Branch, National Human Genome Research Institute, National Institutes of Health, Baltimore, USA
(2)
Clinical Trials and Outcomes Branch, National Institute of Arthritis and Musculoskeletal and Skin Diseases, National Institutes of Health, Bethesda, USA
(3)
Division of Computational Bioscience, Center for Information Technology, National Institutes of Health, Bethesda, USA
(4)
Department of Clinical Medicine, School of Medicine, Trinity College Dublin, 2 Dublin, Ireland
(5)
Division of Intramural Population Health Research, Eunice Shriver National Institute of Child Health and Human Development, National Institutes of Health, Bethesda, USA
(6)
Molecular Pathogenesis Section, Medical Genomics and Metabolic Genetics Branch, National Human Genome Research Institute, National Institutes of Health, Bethesda, USA
(7)
Department of Ophthalmology, University of Pennsylvania, Philadelphia, USA
(8)
Current address: Institute of Medical Informatics and Statistics, University of Kiel, Kiel, Germany

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