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Volumn 22, Issue 22, 2006, Pages 2828-2829

Model-based boosting in high dimensions

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHM; ARTICLE; BINOMIAL DISTRIBUTION; BREAST CANCER; CANCER CLASSIFICATION; CANCER GENETICS; CANCER SURVIVAL; COMPUTER PROGRAM; EMPIRICISM; GENE EXPRESSION PROFILING; GENOTYPE PHENOTYPE CORRELATION; HUMAN; KIDNEY CANCER; LINEAR REGRESSION ANALYSIS; LYMPH NODE METASTASIS; MULTIVARIATE ANALYSIS; OUTCOMES RESEARCH; PARAMETRIC TEST; PRIORITY JOURNAL; PROCESS OPTIMIZATION; RANK SUM TEST; REGRESSION ANALYSIS; REPRODUCIBILITY; STUDENT T TEST; SURVIVAL TIME; VALIDATION PROCESS;

EID: 33750397113     PISSN: 13674803     EISSN: 13674811     Source Type: Journal    
DOI: 10.1093/bioinformatics/btl462     Document Type: Article
Times cited : (51)

References (8)
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  • 2
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    • Boosting with the L2 loss: Regression and classification
    • Bühlmann,P. and Yu,B. (2003) Boosting with the L2 loss: Regression and classification. J. Am. Stat. Assoc., 98, 324-339.
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    • Bühlmann, P.1    Yu, B.2
  • 3
    • 28744458859 scopus 로고    scopus 로고
    • Bioconductor: Open software development for computational biology and bioinformatics
    • Gentleman,R.C. et al. (2004) Bioconductor: Open software development for computational biology and bioinformatics. Genome Biol., 5, R80.
    • (2004) Genome Biol. , vol.5
    • Gentleman, R.C.1
  • 4
    • 33745466826 scopus 로고    scopus 로고
    • Survival ensembles
    • Hothorn,T. et al. (2006) Survival ensembles. Biostatistics, 7, 355-373.
    • (2006) Biostatistics , vol.7 , pp. 355-373
    • Hothorn, T.1
  • 5
    • 19544378196 scopus 로고    scopus 로고
    • Boosting proportional hazards models using smoothing splines, with applications to high-dimensional microarray data
    • Li,H. and Luan,Y. (2006) Boosting proportional hazards models using smoothing splines, with applications to high-dimensional microarray data. Bioinformatics, 21, 2403-2409.
    • (2006) Bioinformatics , vol.21 , pp. 2403-2409
    • Li, H.1    Luan, Y.2
  • 6
    • 2642574503 scopus 로고    scopus 로고
    • R Development Core Team R: R Foundation for Statistical Computing Vienna, Austria. ISBN 3-900051-07-0
    • Development Core Team (2006) R: A Language and Environment for Statistical Computing. R Foundation for Statistical Computing Vienna, Austria. ISBN 3-900051-07-0.
    • (2006) A Language and Environment for Statistical Computing
  • 7
    • 19944430072 scopus 로고    scopus 로고
    • Gene expression in kidney cancer is associated with novel tumor subtypes, cytogenetic abnormalities and metastasis formation
    • Sültmann,H. et al. (2005) Gene expression in kidney cancer is associated with novel tumor subtypes, cytogenetic abnormalities and metastasis formation. Clin. Cancer Res., 11, 646-655.
    • (2005) Clin. Cancer Res. , vol.11 , pp. 646-655
    • Sültmann, H.1
  • 8
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    • Predicting the clinical status of human breast cancer by using gene expression profiles
    • West,M. (2001) Predicting the clinical status of human breast cancer by using gene expression profiles. Proc. Natl Acad. Sci. USA, 98, 11462-11467.
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    • West, M.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.