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Volumn 67, Issue 2, 2011, Pages 436-444

Robust Prediction oft-Year Survival with Data from Multiple Studies

Author keywords

Biomarker; Classification; Conditional Kaplan Meier; Meta analysis; Nonparametric maximum likelihood; Predictive values; Prognosis; ROC; Survival analysis

Indexed keywords

DIAGNOSIS; DISEASES; GENES; MAXIMUM LIKELIHOOD ESTIMATION;

EID: 79959342048     PISSN: 0006341X     EISSN: 15410420     Source Type: Journal    
DOI: 10.1111/j.1541-0420.2010.01462.x     Document Type: Article
Times cited : (12)

References (44)
  • 1
    • 21844511145 scopus 로고
    • Nearest neighbor estimation of a bivariate distribution under random censoring
    • Akritas, M. G. (1994). Nearest neighbor estimation of a bivariate distribution under random censoring. Annals of Statistics 22, 1299-1327.
    • (1994) Annals of Statistics , vol.22 , pp. 1299-1327
    • Akritas, M.G.1
  • 3
    • 0031536712 scopus 로고    scopus 로고
    • Towards a general asymptotic theory for Cox model with staggered entry
    • Bilias, Y., Gu, M., and Ying, Z. (1997). Towards a general asymptotic theory for Cox model with staggered entry. Annals of Statistics 25, 662-682.
    • (1997) Annals of Statistics , vol.25 , pp. 662-682
    • Bilias, Y.1    Gu, M.2    Ying, Z.3
  • 4
    • 33645562937 scopus 로고    scopus 로고
    • The sensitivity and specificity of markers for event times
    • Cai, T., Pepe, M., Zheng, Y., Lumley, T., and Jenny, N. (2006). The sensitivity and specificity of markers for event times. Biostatistics 7, 182-197.
    • (2006) Biostatistics , vol.7 , pp. 182-197
    • Cai, T.1    Pepe, M.2    Zheng, Y.3    Lumley, T.4    Jenny, N.5
  • 5
    • 33748286796 scopus 로고    scopus 로고
    • A signature of chromosomal instability inferred from gene expression profiles predicts clinical outcome in multiple human cancers
    • Carter, S., Eklund, A., Kohane, I., Harris, L., and Szallasi, Z. (2006). A signature of chromosomal instability inferred from gene expression profiles predicts clinical outcome in multiple human cancers. Nature Genetics 38, 1043-1048.
    • (2006) Nature Genetics , vol.38 , pp. 1043-1048
    • Carter, S.1    Eklund, A.2    Kohane, I.3    Harris, L.4    Szallasi, Z.5
  • 8
    • 0030720013 scopus 로고    scopus 로고
    • Meta-analysis: Principles and procedures
    • Egger, M., Smith, G., and Phillips, A. (1997). Meta-analysis: Principles and procedures. British Medical Journal 315, 1533-1537.
    • (1997) British Medical Journal , vol.315 , pp. 1533-1537
    • Egger, M.1    Smith, G.2    Phillips, A.3
  • 9
    • 33645825183 scopus 로고    scopus 로고
    • Thousands of samples are needed to generate a robust gene list for predicting outcome in cancer
    • Ein-Dor, Z. and Domany, E. (2006). Thousands of samples are needed to generate a robust gene list for predicting outcome in cancer. Proceedings of the National Academy of Sciences USA 103, 5923-5928.
    • (2006) Proceedings of the National Academy of Sciences USA , vol.103 , pp. 5923-5928
    • Ein-Dor, Z.1    Domany, E.2
  • 10
    • 33846223169 scopus 로고    scopus 로고
    • Consistent estimation of the expected brier score in general survival models with right-censored event times
    • Gerds, T. and Schumacher, M. (2006). Consistent estimation of the expected brier score in general survival models with right-censored event times. Biometrical Journal 48, 1029-1040.
    • (2006) Biometrical Journal , vol.48 , pp. 1029-1040
    • Gerds, T.1    Schumacher, M.2
  • 11
    • 34547892291 scopus 로고    scopus 로고
    • 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
  • 12
    • 0033936550 scopus 로고    scopus 로고
    • Time-dependent ROC curves for censored survival data and a diagnostic marker
    • Heagerty, P., Lumley, T., and Pepe, M. (2000). Time-dependent ROC curves for censored survival data and a diagnostic marker. Biometrics 56, 337-344.
    • (2000) Biometrics , vol.56 , pp. 337-344
    • Heagerty, P.1    Lumley, T.2    Pepe, M.3
  • 14
    • 25844518492 scopus 로고    scopus 로고
    • A paradox concerning nuisance parameters and projected estimating functions
    • Henmi, M. and Eguchi, S. (2004). A paradox concerning nuisance parameters and projected estimating functions. Biometrika 91, 929-941.
    • (2004) Biometrika , vol.91 , pp. 929-941
    • Henmi, M.1    Eguchi, S.2
  • 15
    • 0034728373 scopus 로고    scopus 로고
    • Prevalence-free utility-respecting summary indices of diagnostic power do not exist
    • Hilden, J. (2000). Prevalence-free utility-respecting summary indices of diagnostic power do not exist. Statistics in Medicine 19, 431-440.
    • (2000) Statistics in Medicine , vol.19 , pp. 431-440
    • Hilden, J.1
  • 16
    • 0000934131 scopus 로고
    • On inference in parametric survival models
    • Hjort, N. L. (1992). On inference in parametric survival models. International Statistical Review 60, 355-387.
    • (1992) International Statistical Review , vol.60 , pp. 355-387
    • Hjort, N.L.1
  • 17
    • 36749078166 scopus 로고    scopus 로고
    • Evaluating the predictiveness of a continuous marker
    • Huang, Y., Sullivan Pepe, M., and Feng, Z. (2007). Evaluating the predictiveness of a continuous marker. Biometrics 63, 1181-1188.
    • (2007) Biometrics , vol.63 , pp. 1181-1188
    • Huang, Y.1    Sullivan Pepe, M.2    Feng, Z.3
  • 19
    • 37349009294 scopus 로고    scopus 로고
    • A comparison of bootstrap methods and an adjusted bootstrap approach for estimating the prediction error in microarray classification
    • Jiang, W. and Simon, R. (2007). A comparison of bootstrap methods and an adjusted bootstrap approach for estimating the prediction error in microarray classification. Statistics in Medicine 26, 5320-5334.
    • (2007) Statistics in Medicine , vol.26 , pp. 5320-5334
    • Jiang, W.1    Simon, R.2
  • 20
    • 34548604673 scopus 로고    scopus 로고
    • A systematic review of analytical methods used to study subgroups in (individual patient data) meta-analyses
    • Koopman, L., van der Heijden, G., Glasziou, P., Grobbee, D., and Rovers, M. (2007). A systematic review of analytical methods used to study subgroups in (individual patient data) meta-analyses. Journal of Clinical Epidemiology 60, 1002.e1-1002.e13.
    • (2007) Journal of Clinical Epidemiology , vol.60
    • Koopman, L.1    van der Heijden, G.2    Glasziou, P.3    Grobbee, D.4    Rovers, M.5
  • 21
    • 84892372742 scopus 로고
    • The robust inference for the Cox proportional hazards model
    • Lin, D. and Wei, L. (1989). The robust inference for the Cox proportional hazards model. Journal of the American Statistical Association 84, 1074-1078.
    • (1989) Journal of the American Statistical Association , vol.84 , pp. 1074-1078
    • Lin, D.1    Wei, L.2
  • 22
    • 0036713833 scopus 로고    scopus 로고
    • Combining several screening tests: Optimality of the risk score
    • McIntosh, M. W. and Pepe, M. S. (2002). Combining several screening tests: Optimality of the risk score. Biometrics 58, 657-664.
    • (2002) Biometrics , vol.58 , pp. 657-664
    • McIntosh, M.W.1    Pepe, M.S.2
  • 23
    • 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
  • 29
    • 33846673844 scopus 로고
    • Semiparametric regression estimation in the presence of dependent censoring
    • Rotnizky, A. and Robins, J. (1995). Semiparametric regression estimation in the presence of dependent censoring. Biometrika 82, 805-820.
    • (1995) Biometrika , vol.82 , pp. 805-820
    • Rotnizky, A.1    Robins, J.2
  • 30
    • 1542506052 scopus 로고    scopus 로고
    • Construction and validation of a prognostic model across several studies, with an application in superficial bladder cancer
    • Royston, P., Parmar, M., and Sylvester, R. (2004). Construction and validation of a prognostic model across several studies, with an application in superficial bladder cancer. Statistics in Medicine 23, 907-926.
    • (2004) Statistics in Medicine , vol.23 , pp. 907-926
    • Royston, P.1    Parmar, M.2    Sylvester, R.3
  • 31
    • 0032245819 scopus 로고    scopus 로고
    • Semiparametric efficient estimation in the generalized odds-rate class of regression models for right-censored time-to-event data
    • Scharfstein, D., Tsiatis, A., and Gilbert, P. (1998). Semiparametric efficient estimation in the generalized odds-rate class of regression models for right-censored time-to-event data. Lifetime Data Analysis 4, 355-391.
    • (1998) Lifetime Data Analysis , vol.4 , pp. 355-391
    • Scharfstein, D.1    Tsiatis, A.2    Gilbert, P.3
  • 32
    • 33845806063 scopus 로고    scopus 로고
    • A flexible semiparametric transformation model for survival data
    • Scheike, T. (2006). A flexible semiparametric transformation model for survival data. Lifetime Data Analysis 12, 461-480.
    • (2006) Lifetime Data Analysis , vol.12 , pp. 461-480
    • Scheike, T.1
  • 34
    • 0027478423 scopus 로고
    • Meta-analysis of the literature or of individual patient data: Is there a difference
    • Stewart, L. and Parmar, M. (1993). Meta-analysis of the literature or of individual patient data: Is there a difference The Lancet 341, 418-422.
    • (1993) The Lancet , vol.341 , pp. 418-422
    • Stewart, L.1    Parmar, M.2
  • 35
    • 34250736743 scopus 로고    scopus 로고
    • Evaluating prediction rules for t-year survivors with censored regression models
    • Uno, H., Cai, T., Tian, L., and Wei, L. (2007). Evaluating prediction rules for t-year survivors with censored regression models. Journal of the American Statistical Association 102, 527-537.
    • (2007) Journal of the American Statistical Association , vol.102 , pp. 527-537
    • Uno, H.1    Cai, T.2    Tian, L.3    Wei, L.4
  • 37
    • 0000872067 scopus 로고
    • On differentiable functionals
    • van der Vaart, A. (1991). On differentiable functionals. Annals of Statistics 19, 178-204.
    • (1991) Annals of Statistics , vol.19 , pp. 178-204
    • van der Vaart, A.1
  • 40
    • 26844497970 scopus 로고    scopus 로고
    • A comparison of nonparametric error rate estimation methods in classification problems
    • Wehberg, S. and Schumacher, M. (2004). A comparison of nonparametric error rate estimation methods in classification problems. Biometrical Journal 46, 35-47.
    • (2004) Biometrical Journal , vol.46 , pp. 35-47
    • Wehberg, S.1    Schumacher, M.2
  • 41
    • 34548127285 scopus 로고    scopus 로고
    • Large-scale integration of cancer microarray data identifies a robust common cancer signature
    • Xu, L., Geman, D., and Winslow, R. (2007). Large-scale integration of cancer microarray data identifies a robust common cancer signature. BMC Bioinformatics 8, 275.
    • (2007) BMC Bioinformatics , vol.8 , pp. 275
    • Xu, L.1    Geman, D.2    Winslow, R.3
  • 42
    • 33750189876 scopus 로고    scopus 로고
    • Efficient estimation of semiparametric transformation models for counting processes
    • Zeng, D. and Lin, D. (2006). Efficient estimation of semiparametric transformation models for counting processes. Biometrika 93, 627-640.
    • (2006) Biometrika , vol.93 , pp. 627-640
    • Zeng, D.1    Lin, D.2
  • 43
    • 34547837458 scopus 로고    scopus 로고
    • Maximum likelihood estimation in semiparametric regression models with censored data
    • Zeng, D. and Lin, D. (2007). Maximum likelihood estimation in semiparametric regression models with censored data. Journal of the Royal Statistical Society, Series B 69, 507-564.
    • (2007) Journal of the Royal Statistical Society, Series B , vol.69 , pp. 507-564
    • Zeng, D.1    Lin, D.2
  • 44
    • 42349107576 scopus 로고    scopus 로고
    • Time-dependent predictive values of prognostic biomarkers with failure time outcome
    • Zheng, Y., Cai, T., Pepe, M., and Levy, W. (2008). Time-dependent predictive values of prognostic biomarkers with failure time outcome. Journal of the American Statistical Association 103, 362-368.
    • (2008) Journal of the American Statistical Association , vol.103 , pp. 362-368
    • Zheng, Y.1    Cai, T.2    Pepe, M.3    Levy, W.4


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