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Volumn , Issue , 2012, Pages

A two-stage penalized logistic regression approach to case-control genome-wide association studies

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EID: 84863346521     PISSN: 1687952X     EISSN: 16879538     Source Type: Journal    
DOI: 10.1155/2012/642403     Document Type: Article
Times cited : (9)

References (29)
  • 2
    • 0035478854 scopus 로고    scopus 로고
    • Random forests
    • DOI 10.1023/A:1010933404324
    • Breiman L., Random forests Machine Learning 2001 45 1 5 32 (Pubitemid 32933532)
    • (2001) Machine Learning , vol.45 , Issue.1 , pp. 5-32
    • Breiman, L.1
  • 4
    • 37249085147 scopus 로고    scopus 로고
    • Identification of SNP interactions using logic regression
    • DOI 10.1093/biostatistics/kxm024
    • Schwender H., Ickstadt K., Identification of SNP interactions using logic regression Biostatistics 2008 9 1 187 198 (Pubitemid 350274591)
    • (2008) Biostatistics , vol.9 , Issue.1 , pp. 187-198
    • Schwender, H.1    Ickstadt, K.2
  • 5
    • 16844366786 scopus 로고    scopus 로고
    • Genome-wide strategies for detecting multiple loci that influence complex diseases
    • Marchini J., Donnelly P., Cardon L. R., Genome-wide strategies for detecting multiple loci that influence complex diseases Nature Genetics 2005 37 4 413 417
    • (2005) Nature Genetics , vol.37 , Issue.4 , pp. 413-417
    • Marchini, J.1    Donnelly, P.2    Cardon, L.R.3
  • 6
    • 0001677717 scopus 로고
    • Controlling the false discovery rate: A practical and powerful approach to multiple testing
    • Benjamini Y., Hochberg Y., Controlling the false discovery rate: a practical and powerful approach to multiple testing Journal of the Royal Statistical Society. Series B 1995 57 1 289 300
    • (1995) Journal of the Royal Statistical Society. Series B , vol.57 , Issue.1 , pp. 289-300
    • Benjamini, Y.1    Hochberg, Y.2
  • 7
    • 0035992248 scopus 로고    scopus 로고
    • Empirical Bayes methods and false discovery rates for microarrays
    • DOI 10.1002/gepi.1124
    • Efron B., Tibshirani R., Empirical Bayes methods and false discovery rates for microarrays Genetic Epidemiology 2002 23 1 70 86 (Pubitemid 34743158)
    • (2002) Genetic Epidemiology , vol.23 , Issue.1 , pp. 70-86
    • Efron, B.1    Tibshirani, R.2
  • 8
    • 0242287052 scopus 로고
    • Statistical Methods for Identifying Differentially Expressed Genes in DNA Microarrays
    • Storey J. D., Tibshirani R., Statistical Methods for Identifying Differentially Expressed Genes in DNA Microarrays Functional Genomics: Methods in Molecular Biology 1993 224 149 157
    • (1993) Functional Genomics: Methods in Molecular Biology , vol.224 , pp. 149-157
    • Storey, J.D.1    Tibshirani, R.2
  • 9
    • 0042881041 scopus 로고    scopus 로고
    • Mathematical multi-locus approaches to localizing complex human trait genes
    • DOI 10.1038/nrg1155
    • Hoh J., Ott J., Mathematical multi-locus approaches to localizing complex human trait genes Nature Reviews Genetics 2003 4 9 701 709 (Pubitemid 37046137)
    • (2003) Nature Reviews Genetics , vol.4 , Issue.9 , pp. 701-709
    • Hoh, J.1    Ott, J.2
  • 10
    • 67651248223 scopus 로고    scopus 로고
    • Tournament screening cum EBIC for feature selection with high-dimensional feature spaces
    • Chen Z., Chen J., Tournament screening cum EBIC for feature selection with high-dimensional feature spaces Science in China. Series A 2009 52 6 1327 1341
    • (2009) Science in China. Series A , vol.52 , Issue.6 , pp. 1327-1341
    • Chen, Z.1    Chen, J.2
  • 11
    • 1542784498 scopus 로고    scopus 로고
    • Variable Selection via Nonconcave Penalized Likelihood and its Oracle Properties
    • Fan J., Li R., Variable selection via nonconcave penalized likelihood and its oracle properties Journal of the American Statistical Association 2001 96 456 1348 1360 (Pubitemid 33695585)
    • (2001) Journal of the American Statistical Association , vol.96 , Issue.456 , pp. 1348-1360
    • Fan, J.1    Li, R.2
  • 12
    • 0002178053 scopus 로고
    • Bias reduction of maximum likelihood estimates
    • Firth D., Bias reduction of maximum likelihood estimates Biometrika 1993 80 1 27 38
    • (1993) Biometrika , vol.80 , Issue.1 , pp. 27-38
    • Firth, D.1
  • 13
    • 50949108781 scopus 로고    scopus 로고
    • Extended Bayesian information criteria for model selection with large model spaces
    • Chen J., Chen Z., Extended Bayesian information criteria for model selection with large model spaces Biometrika 2008 95 3 759 771
    • (2008) Biometrika , vol.95 , Issue.3 , pp. 759-771
    • Chen, J.1    Chen, Z.2
  • 14
    • 84863363283 scopus 로고    scopus 로고
    • Extended BIC for small-n-large-P sparse GLM
    • In press
    • Chen J., Chen Z., Extended BIC for small-n-large-P sparse GLM. Statistica Sinica. In press
    • Statistica Sinica
    • Chen, J.1    Chen, Z.2
  • 15
    • 53849089038 scopus 로고    scopus 로고
    • High-dimensional classification using features annealed independence rules
    • Fan J., Fan Y., High-dimensional classification using features annealed independence rules The Annals of Statistics 2008 36 6 2605 2637
    • (2008) The Annals of Statistics , vol.36 , Issue.6 , pp. 2605-2637
    • Fan, J.1    Fan, Y.2
  • 16
    • 38049013701 scopus 로고    scopus 로고
    • Detecting disease-causing genes by LASSO-Patternsearch algorithm
    • Shi W., Lee K. E., Wahba G., Detecting disease-causing genes by LASSO-Patternsearch algorithm BMC Proceedings 2007 1 SUPPLEMENT 1 S60
    • (2007) BMC Proceedings , vol.1 , Issue.SUPPLEMENT 1 , pp. 60
    • Shi, W.1    Lee, K.E.2    Wahba, G.3
  • 17
    • 53849086824 scopus 로고    scopus 로고
    • Sure independence screening for ultrahigh dimensional feature space
    • Fan J., Lv J., Sure independence screening for ultrahigh dimensional feature space Journal of the Royal Statistical Society. Series B 2008 70 5 849 911
    • (2008) Journal of the Royal Statistical Society. Series B , vol.70 , Issue.5 , pp. 849-911
    • Fan, J.1    Lv, J.2
  • 21
    • 0002662712 scopus 로고
    • On the existence of maximum likelihood estimates in logistic regression models
    • Albert A., Anderson J. A., On the existence of maximum likelihood estimates in logistic regression models Biometrika 1984 71 1 1 10
    • (1984) Biometrika , vol.71 , Issue.1 , pp. 1-10
    • Albert, A.1    Anderson, J.A.2
  • 22
    • 37249080278 scopus 로고    scopus 로고
    • Penalized logistic regression for detecting gene interactions
    • DOI 10.1093/biostatistics/kxm010
    • Park M. Y., Hastie T., Penalized logistic regression for detecting gene interactions Biostatistics 2008 9 1 30 50 (Pubitemid 350274580)
    • (2008) Biostatistics , vol.9 , Issue.1 , pp. 30-50
    • Park, M.Y.1    Hastie, T.2
  • 23
    • 62549115747 scopus 로고    scopus 로고
    • Genome-wide association analysis by lasso penalized logistic regression
    • Wu T. T., Chen Y. F., Hastie T., Sobel E., Lange K., Genome-wide association analysis by lasso penalized logistic regression Bioinformatics 2009 25 6 714 721
    • (2009) Bioinformatics , vol.25 , Issue.6 , pp. 714-721
    • Wu, T.T.1    Chen, Y.F.2    Hastie, T.3    Sobel, E.4    Lange, K.5
  • 25
    • 0003492892 scopus 로고
    • Lyon, France International Agency for Research on Cancer Scientific Publications The Analysis of Case-Control Studies
    • Breslow N., Day N. E., Statistical Methods in Cancer Research 1980 1 Lyon, France International Agency for Research on Cancer Scientific Publications The Analysis of Case-Control Studies
    • (1980) Statistical Methods in Cancer Research , vol.1
    • Breslow, N.1    Day, N.E.2
  • 28
    • 0035660275 scopus 로고    scopus 로고
    • Metabolic susceptibility genes as cancer risk factors: Time for a reassessment?
    • Garte S., Metabolic susceptibility genes as cancer risk factors: time for a reassessment? Cancer Epidemiology Biomarkers and Prevention 2001 10 12 1233 1237 (Pubitemid 34027753)
    • (2001) Cancer Epidemiology Biomarkers and Prevention , vol.10 , Issue.12 , pp. 1233-1237
    • Garte, S.1
  • 29
    • 66249102619 scopus 로고    scopus 로고
    • A group bridge approach for variable selection
    • Huang J., Ma S., Xie H., Zhang C.-H., A group bridge approach for variable selection Biometrika 2009 96 2 339 355
    • (2009) Biometrika , vol.96 , Issue.2 , pp. 339-355
    • Huang, J.1    Ma, S.2    Xie, H.3    Zhang, C.-H.4


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