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Volumn 5, Issue 2 A, 2011, Pages 873-893

Sparse Partitioning: Nonlinear regression with binary or tertiary predictors, with application to association studies

Author keywords

Association studies; Large p small n problems; Nonlinear regression; Sparse bayesian modeling

Indexed keywords


EID: 84857149444     PISSN: 19326157     EISSN: 19417330     Source Type: Journal    
DOI: 10.1214/10-AOAS411     Document Type: Article
Times cited : (3)

References (25)
  • 1
    • 84916537550 scopus 로고
    • Bayesian analysis of binary and polychotomous response data
    • Mathematical Reviews (MathSciNet): MR1224394 Zentralblatt MATH: 0774.62031 Digital Object Identifier: doi:10.1080/01621459.1993.10476321
    • Albert, J. and Chib, S. (1993). Bayesian analysis of binary and polychotomous response data. J. Amer. Statist. Assoc. 88 669-679.Mathematical Reviews (MathSciNet): MR1224394 Zentralblatt MATH: 0774.62031 Digital Object Identifier: doi:10.1080/01621459.1993.10476321
    • (1993) J. Amer. Statist. Assoc , vol.88 , pp. 669-679
    • Albert, J.1    Chib, S.2
  • 2
    • 77953233453 scopus 로고    scopus 로고
    • Genome-wide association study of 107 phenotypes in Arabidopsis thaliana inbred lines
    • Atwell, S., Huang, Y., Vilhjálmsson, B., Willems, G., Horton, M. and Li, Y. (2010). Genome-wide association study of 107 phenotypes in Arabidopsis thaliana inbred lines. Nature 465 627-631.
    • (2010) Nature , vol.465 , pp. 627-631
    • Atwell, S.1    Huang, Y.2    Vilhjálmsson, B.3    Willems, G.4    Horton, M.5    Li, Y.6
  • 3
    • 33748804424 scopus 로고    scopus 로고
    • A tutorial on statistical methods for population association studies
    • Balding, D. (2006). A tutorial on statistical methods for population association studies. Nat. Rev. Genet. 7 781-791.
    • (2006) Nat. Rev. Genet , vol.7 , pp. 781-791
    • Balding, D.1
  • 4
    • 0035478854 scopus 로고    scopus 로고
    • Random Forests
    • Breiman, L. (2004). Random Forests. Machine Learning 45 5-32.
    • (2004) Machine Learning , vol.45 , pp. 5-32
    • Breiman, L.1
  • 6
    • 67349166946 scopus 로고    scopus 로고
    • Detecting gene-gene interactions that underlie human diseases
    • Cordell, H. (2009). Detecting gene-gene interactions that underlie human diseases. Nat. Rev. Genet. 10 392-404.
    • (2009) Nat. Rev. Genet , vol.10 , pp. 392-404
    • Cordell, H.1
  • 8
    • 0004012196 scopus 로고    scopus 로고
    • Chapman and Hall/CRC, Boca Raton, FL.Mathematical Reviews (MathSciNet): MR2027492
    • Gelman, A., Carlin, J., Stern, H. and Rubin, D. (2004). Bayesian Data Analysis. Chapman and Hall/CRC, Boca Raton, FL.Mathematical Reviews (MathSciNet): MR2027492
    • (2004) Bayesian Data Analysis
    • Gelman, A.1    Carlin, J.2    Stern, H.3    Rubin, D.4
  • 9
    • 34250747348 scopus 로고    scopus 로고
    • Shotgun stochastic search for "large p" regression
    • Mathematical Reviews (MathSciNet): MR2370849 Digital Object Identifier: doi:10.1198/016214507000000121
    • Hans, C., Dobra, A. and West, M. (2007). Shotgun stochastic search for "large p" regression. J. Amer. Statist. Assoc. 102 507-516.Mathematical Reviews (MathSciNet): MR2370849 Digital Object Identifier: doi:10.1198/016214507000000121
    • (2007) J. Amer. Statist. Assoc , vol.102 , pp. 507-516
    • Hans, C.1    Dobra, A.2    West, M.3
  • 11
    • 48249096806 scopus 로고    scopus 로고
    • Simultaneous analysis of all SNPs in genome-wide and re-sequencing association studies
    • Hoggart, C., Whittaker, J., De Iorio, M. and Balding, D. (2008). Simultaneous analysis of all SNPs in genome-wide and re-sequencing association studies. PLoS Genet. 4 e10000130.
    • (2008) PLoS Genet , vol.4
    • Hoggart, C.1    Whittaker, J.2    de Iorio, M.3    Balding, D.4
  • 12
    • 0034644643 scopus 로고    scopus 로고
    • Molecular analysis of FRIGIDA, a major determinant of natural variation in Arabidopsis flowering time
    • Johanson, U., West, J., Lister, C., Michaels, S., Amasino, R. and Dean, C. (2000). Molecular analysis of FRIGIDA, a major determinant of natural variation in Arabidopsis flowering time. Science 290 344-347.
    • (2000) Science , vol.290 , pp. 344-347
    • Johanson, U.1    West, J.2    Lister, C.3    Michaels, S.4    Amasino, R.5    Dean, C.6
  • 14
    • 16844366786 scopus 로고    scopus 로고
    • Genome-wide strategies for detecting multiple loci that influence complex diseases
    • Marchini, J., Donnelly, P. and Cardon, L. (2005). Genome-wide strategies for detecting multiple loci that influence complex diseases. Nat. Genet. 37 413-417.
    • (2005) Nat. Genet , vol.37 , pp. 413-417
    • Marchini, J.1    Donnelly, P.2    Cardon, L.3
  • 16
    • 0141872478 scopus 로고    scopus 로고
    • Logic regression
    • Mathematical Reviews (MathSciNet): MR2002632 Digital Object Identifier: doi:10.1198/1061860032238
    • Ruczinski, I., Kooperberg, C. and LeBlanc, M. (2003). Logic regression. J. Comput. Graph. Stat. 12 475-511.Mathematical Reviews (MathSciNet): MR2002632 Digital Object Identifier: doi:10.1198/1061860032238
    • (2003) J. Comput. Graph. Stat , vol.12 , pp. 475-511
    • Ruczinski, I.1    Kooperberg, C.2    Leblanc, M.3
  • 20
    • 70349303959 scopus 로고    scopus 로고
    • Bayesian statistical methods for genetic association studies
    • Stephens, M. and Balding, D. (2009). Bayesian statistical methods for genetic association studies. Nat. Rev. Genet. 10 681-690.
    • (2009) Nat. Rev. Genet , vol.10 , pp. 681-690
    • Stephens, M.1    Balding, D.2
  • 21
    • 33846978695 scopus 로고    scopus 로고
    • Relative impact of nucleotide and copy number variation on gene expression phenotypes
    • Stranger, B., Forrest, M., Dunning, M., Ingle, C., Beazley, C. and Thorne, N. (2007). Relative impact of nucleotide and copy number variation on gene expression phenotypes. Science 315 848-853.
    • (2007) Science , vol.315 , pp. 848-853
    • Stranger, B.1    Forrest, M.2    Dunning, M.3    Ingle, C.4    Beazley, C.5    Thorne, N.6
  • 22
    • 84969213492 scopus 로고    scopus 로고
    • Genome-wide association study of 14,000 cases of seven common diseases and 3,000 shared controls
    • The Wellcome Trust Case Control Consortium
    • The Wellcome Trust Case Control Consortium (2007). Genome-wide association study of 14,000 cases of seven common diseases and 3,000 shared controls. Nature 447 661-678.
    • (2007) Nature , vol.447 , pp. 661-678
  • 23
    • 20444426232 scopus 로고    scopus 로고
    • Bayesian shrinkage estimation of quantitative trait loci parameters
    • Wang, H., Zhang, Y., Li, X., Masinde, G., Mohan, S., Baylink, D. and Xu, S. (2005). Bayesian shrinkage estimation of quantitative trait loci parameters. Genetics 170 465-480.
    • (2005) Genetics , vol.170 , pp. 465-480
    • Wang, H.1    Zhang, Y.2    Li, X.3    Masinde, G.4    Mohan, S.5    Baylink, D.6    Xu, S.7
  • 24
    • 18844452395 scopus 로고    scopus 로고
    • Mapping multiple quantitative trait loci by Bayesian classification
    • Zhang, M., Montooth, K., Wells, M., Clark, A. and Zhang, D. (2005). Mapping multiple quantitative trait loci by Bayesian classification. Genetics 169 2305-2318.
    • (2005) Genetics , vol.169 , pp. 2305-2318
    • Zhang, M.1    Montooth, K.2    Wells, M.3    Clark, A.4    Zhang, D.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.