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Volumn 9780387475097, Issue , 2007, Pages 173-186

Resampling strategies for model assessment and selection

Author keywords

[No Author keywords available]

Indexed keywords

BIOCHIPS; PATIENT TREATMENT; PROTEOMICS; TUMORS;

EID: 77951294020     PISSN: None     EISSN: None     Source Type: Book    
DOI: 10.1007/978-0-387-47509-7_8     Document Type: Chapter
Times cited : (47)

References (14)
  • 1
    • 0037076322 scopus 로고    scopus 로고
    • Selection bias in gene extraction on th basis of microarray gene expression data
    • Ambroise, C. and McLachlan, G. J. (2002). Selection bias in gene extraction on th basis of microarray gene expression data. Proc. Natl. Acad. Sci. USA, 98:6562-6566.
    • (2002) Proc. Natl. Acad. Sci. USA , vol.98 , pp. 6562-6566
    • Ambroise, C.1    McLachlan, G.J.2
  • 3
    • 0031536511 scopus 로고    scopus 로고
    • Improvements on cross-validation. The.632+ bootstrap method
    • Efron, B. and Tibshirani, R. J. (1997). Improvements on cross-validation. The.632+ bootstrap method. J. Am. Stat. Assoc, 92:548-560.
    • (1997) J. Am. Stat. Assoc , vol.92 , pp. 548-560
    • Efron, B.1    Tibshirani, R.J.2
  • 4
    • 0037613523 scopus 로고    scopus 로고
    • Judging new markers by their ability to improve predictive accuracy
    • Kattan, M. W. (2003). Judging new markers by their ability to improve predictive accuracy. J. Natl. Cancer Inst, 95(9):634-635.
    • (2003) J. Natl. Cancer Inst , vol.95 , Issue.9 , pp. 634-635
    • Kattan, M.W.1
  • 5
    • 1042301961 scopus 로고    scopus 로고
    • Evaluating a new marker's predictive contribution
    • Kattan, M. W. (2004). Evaluating a new marker's predictive contribution. Clin. Cancer Res., 10:822-824.
    • (2004) Clin. Cancer Res. , vol.10 , pp. 822-824
    • Kattan, M.W.1
  • 6
    • 13444249852 scopus 로고    scopus 로고
    • Prediction of cancer outcome with microarrays: A multiple random validation strategy
    • Michiels, S., Koscielny, S., and Hill, C. (2005). Prediction of cancer outcome with microarrays: A multiple random validation strategy. The Lancet, 365:488-492.
    • (2005) The Lancet , vol.365 , pp. 488-492
    • Michiels, S.1    Koscielny, S.2    Hill, C.3
  • 7
    • 25144494760 scopus 로고    scopus 로고
    • Prediction error estimation: A comparison of resampling methods
    • Molinaro, A. M., Simon, R., and Pfeiffer, R. M (2005). Prediction error estimation: A comparison of resampling methods. Bioinformatics, 21(15):3301-3307.
    • (2005) Bioinformatics , vol.21 , Issue.15 , pp. 3301-3307
    • Molinaro, A.M.1    Simon, R.2    Pfeiffer, R.M.3
  • 8
    • 0035991757 scopus 로고    scopus 로고
    • A paradigm for class prediction using gene expression profiles
    • Radmacher, M. D., McShane, L. M., and Simon, R. (2002). A paradigm for class prediction using gene expression profiles. J. Comp. Bio., 9(3):505-511.
    • (2002) J. Comp. Bio. , vol.9 , Issue.3 , pp. 505-511
    • Radmacher, M.D.1    McShane, L.M.2    Simon, R.3
  • 9
    • 14944378943 scopus 로고    scopus 로고
    • Technical Report, Biometric Research Branch, National Cancer Institute, Bethesda, MD, USA
    • Simon, R. and Lam, A. P. (2005). BRB-ArrayTools Users Guide (version 3.3). Technical Report 28, Biometric Research Branch, National Cancer Institute, Bethesda, MD, USA.
    • (2005) BRB-ArrayTools Users Guide (Version 3.3)
    • Simon, R.1    Lam, A.P.2
  • 10
    • 0037245343 scopus 로고    scopus 로고
    • Pitfalls in the analysis of DNA microarray data: Class prediction methods
    • Simon, R., Radmacher, M. D., Dobbin, K., and McShane, L. M. (2003). Pitfalls in the analysis of DNA microarray data: Class prediction methods. J. Natl. Cancer Inst, 95:14-18.
    • (2003) J. Natl. Cancer Inst , vol.95 , pp. 14-18
    • Simon, R.1    Radmacher, M.D.2    Dobbin, K.3    McShane, L.M.4
  • 12
    • 0037076272 scopus 로고    scopus 로고
    • Diagnosis of multiple cancer types by shrunken centroids of gene expression
    • Tibshirani, R., Hastie, T., Narasimhan, B., and Chu, G. (2002). Diagnosis of multiple cancer types by shrunken centroids of gene expression. Proc. Natl. Acad. Sci. USA, 99(10):6567-6572.
    • (2002) Proc. Natl. Acad. Sci. USA , vol.99 , Issue.10 , pp. 6567-6572
    • Tibshirani, R.1    Hastie, T.2    Narasimhan, B.3    Chu, G.4
  • 14
    • 33644860703 scopus 로고    scopus 로고
    • Bias in error estimation when using crossvalidation for model selection
    • Varma, S. and Simon, R. (2006). Bias in error estimation when using crossvalidation for model selection. BMC Bioinformatics, 7:91.
    • (2006) BMC Bioinformatics , vol.7 , pp. 91
    • Varma, S.1    Simon, R.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.