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Genome-wide association analysis by lasso penalized logistic regression

Motivation: In ordinary regression, imposition of a lasso penalty makes continuous model selection straightforward. Lasso penalized regression is particularly advantageous when the number of predictors far exceeds the number of observations. Method: The present article evaluates the performance of l...

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Detalhes bibliográficos
Main Authors: Wu, Tong Tong, Chen, Yi Fang, Hastie, Trevor, Sobel, Eric, Lange, Kenneth
Formato: Artigo
Idioma:Inglês
Publicado em: Oxford University Press 2009
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC2732298/
https://ncbi.nlm.nih.gov/pubmed/19176549
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/bioinformatics/btp041
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