Performance and Robustness of Penalized and Unpenalized Methods for Genetic Prediction of Complex Human Disease-Reference-Cited by-同舟云学术

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Performance and Robustness of Penalized and Unpenalized Methods for Genetic Prediction of Complex Human Disease

Published:2012-11-30 Issue:2 Volume:37 Page:184-195
ISSN:0741-0395
Container-title:Genetic Epidemiology
language:en
Short-container-title:Genet. Epidemiol.

Author:

Abraham Gad¹²,Kowalczyk Adam²,Zobel Justin²,Inouye Michael¹

Affiliation:

1. Medical Systems Biology, Departments of Pathology and of Microbiology & Immunology; The University of Melbourne; Parkville VIC Australia

2. NICTA Victoria Research Lab, Department of Computing & Information Systems; The University of Melbourne; Parkville VIC Australia

Publisher

Wiley

Subject

Genetics (clinical),Epidemiology

Reference42 articles.

1. A map of human genome variation from population-scale sequencing;1000;Nature,2010

2. SparSNP: fast and memory-efficient analysis of all SNPs for phenotype prediction;Abraham;BMC Bioinfo.,2012

3. Stability selection for genome-wide association;Alexander;Genet. Epidemiol.,2011

4. Integrating common and rare genetic variation in diverse human populations;Altshuler;Nature,2010

5. SNP selection in genome-wide and candidate gene studies via penalized logistic regression;Ayers;Genet. Epidemiol.,2010

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