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Volumn 25, Issue 6, 2009, Pages 827-829

Parallelized prediction error estimation for evaluation of high-dimensional models

Author keywords

[No Author keywords available]

Indexed keywords

ARTICLE; AUTOMATION; BOOTSTRAPPING; MATHEMATICAL COMPUTING; PARALLEL DESIGN; PREDICTION; PRIORITY JOURNAL; SAMPLING ERROR; STATISTICAL MODEL; VALIDITY;

EID: 62549119132     PISSN: 13674803     EISSN: 13674811     Source Type: Journal    
DOI: 10.1093/bioinformatics/btp062     Document Type: Article
Times cited : (14)

References (13)
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  • 2
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    • Allowing for mandatory covariates in boosting estimation of sparse high-dimensional survival models
    • Binder,H. and Schumacher,M. (2008b) Allowing for mandatory covariates in boosting estimation of sparse high-dimensional survival models. BMC Bioinformatics, 9, 14.
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    • Binder, H.1    Schumacher, M.2
  • 3
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    • Comment on 'Network-constrained regularization and variable selection for analysis of genomic data'
    • Binder,H. and Schumacher,M. (2008c) Comment on 'Network-constrained regularization and variable selection for analysis of genomic data'. Bioinformatics, 24, 2566-2568.
    • (2008) Bioinformatics , vol.24 , pp. 2566-2568
    • Binder, H.1    Schumacher, M.2
  • 4
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    • Verification of forecasts expressed in terms of probability
    • Brier,G. (1950) Verification of forecasts expressed in terms of probability. Mon. Weather Rev., 78, 1-3.
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  • 5
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    • Critical review of published microarray studies for cancer outcome and guidelines on statistical analysis and reporting
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  • 6
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    • Improvements on cross-validation: The .632+ bootstrap method
    • Efron,B. and Tibshirani,R. (1997) Improvements on cross-validation: The .632+ bootstrap method. J. Am. Stat. Assoc., 78, 316-331.
    • (1997) J. Am. Stat. Assoc , vol.78 , pp. 316-331
    • Efron, B.1    Tibshirani, R.2
  • 7
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    • Efron-type measures of prediction error for survival analysis
    • Gerds,T. and Schumacher,M. (2007) Efron-type measures of prediction error for survival analysis. Biometrics, 63, 1283-1287.
    • (2007) Biometrics , vol.63 , pp. 1283-1287
    • Gerds, T.1    Schumacher, M.2
  • 8
    • 62549117515 scopus 로고    scopus 로고
    • Easier parallel computing in R with snowfall and sfCluster
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    • Knaus,J. et al. (2009) Easier parallel computing in R with snowfall and sfCluster. R News, accepted.
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  • 9
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