Network-based regularization for high dimensional SNP data in the case–control study of Type 2 diabetes
Author:
Funder
Faculty Enhancement Program, Kansas State University
Publisher
Springer Science and Business Media LLC
Subject
Genetics(clinical),Genetics
Link
http://link.springer.com/content/pdf/10.1186/s12863-017-0495-5.pdf
Reference23 articles.
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2. Morris AP, Voight BF, Teslovich TM, Ferreira T, Segre AV, Steinthorsdottir V, Strawbridge RJ, et al. Large-scale association analysis provides insights into the genetic architecture and pathophysiology of type 2 diabetes. Nat Genet. 2012;44(9):981–90.
3. Tibshirani R. Regression shrinkage and selection via the Lasso. J R Stat Soc Ser B. 1996;58(1):267–88.
4. Zou H, Hastie T. Regularization and variable selection via the elastic net. J R Stat Soc Ser B. 2005;67(2):301–20.
5. Li C, Li H. Network-constrained regularization and variable selection for analysis of genomic data. Bioinformatics. 2008;24(9):1175–82.
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