메뉴 건너뛰기




Volumn 17, Issue 1, 2011, Pages 101-122

A new threshold regression model for survival data with a cure fraction

Author keywords

Cure rate models; DIC; Latent variables; LPML; Markov chain Monte Carlo; Posterior distribution; Prostate cancer

Indexed keywords

ARTICLE; BAYES THEOREM; CLINICAL TRIAL (TOPIC); COMPARATIVE STUDY; DISEASE FREE SURVIVAL; HUMAN; IMMUNOLOGY; MALE; MONTE CARLO METHOD; MORTALITY; PROBABILITY; PROSTATE TUMOR; REGRESSION ANALYSIS; STATISTICAL MODEL; SURVIVAL;

EID: 78651468368     PISSN: 13807870     EISSN: None     Source Type: Journal    
DOI: 10.1007/s10985-010-9166-9     Document Type: Article
Times cited : (19)

References (42)
  • 1
    • 0001086867 scopus 로고
    • Survival curve for cancer patients following treatment
    • Berkson J, Gage RP (1952) Survival curve for cancer patients following treatment. J Am Stat Assoc 47: 501-515.
    • (1952) J Am Stat Assoc , vol.47 , pp. 501-515
    • Berkson, J.1    Gage, R.P.2
  • 2
    • 0034873784 scopus 로고    scopus 로고
    • A semiparametric approach for the two-sample comparison of survival times with long-term survivors
    • Broet P, Rycke YD, Tubert-Bitter P, Lellouch J, Asselain B, Moreau T (2001) A semiparametric approach for the two-sample comparison of survival times with long-term survivors. Biometrics 57: 844-852.
    • (2001) Biometrics , vol.57 , pp. 844-852
    • Broet, P.1    Rycke, Y.D.2    Tubert-Bitter, P.3    Lellouch, J.4    Asselain, B.5    Moreau, T.6
  • 3
    • 0035102205 scopus 로고    scopus 로고
    • Maximum likelihood methods for cure rate models with missing covariates
    • Chen M-H, Ibrahim JG (2001a) Maximum likelihood methods for cure rate models with missing covariates. Biometrics 57: 43-52.
    • (2001) Biometrics , vol.57 , pp. 43-52
    • Chen, M.-H.1    Ibrahim, J.G.2
  • 4
    • 78651424187 scopus 로고    scopus 로고
    • Bayesian model comparisons for survival data with a cure fraction
    • Office for Official Publications of the European Communities, Luxembourg
    • Chen M-H, Ibrahim JG (2001b) Bayesian model comparisons for survival data with a cure fraction. In: Bayesian methods with applications to science, policy and official statistics. Office for Official Publications of the European Communities, Luxembourg, pp 81-90.
    • (2001) Bayesian methods with applications to science, policy and official statistics , pp. 81-90
    • Chen, M-H.1    Ibrahim, J.G.2
  • 5
    • 1542427732 scopus 로고    scopus 로고
    • A new Bayesian model for survival data with a surviving fraction
    • Chen M-H, Ibrahim JG, Sinha D (1999) A new Bayesian model for survival data with a surviving fraction. J Am Stat Assoc 94: 909-919.
    • (1999) J Am Stat Assoc , vol.94 , pp. 909-919
    • Chen, M.-H.1    Ibrahim, J.G.2    Sinha, D.3
  • 6
    • 0036173263 scopus 로고    scopus 로고
    • Bayesian inference for multivariate survival data with a surviving fraction
    • Chen M-H, Ibrahim JG, Sinha D (2002a) Bayesian inference for multivariate survival data with a surviving fraction. J Multivar Anal 80: 101-126.
    • (2002) J Multivar Anal , vol.80 , pp. 101-126
    • Chen, M.-H.1    Ibrahim, J.G.2    Sinha, D.3
  • 7
    • 0036420759 scopus 로고    scopus 로고
    • Bayesian cure rate models for malignant melanoma: a case-study of Eastern Cooperative Oncology Group Trial E1690
    • Chen M-H, Harrington DP, Ibrahim JG (2002b) Bayesian cure rate models for malignant melanoma: a case-study of Eastern Cooperative Oncology Group Trial E1690. Appl Stat 51(2): 135-150.
    • (2002) Appl Stat , vol.51 , Issue.2 , pp. 135-150
    • Chen, M.-H.1    Harrington, D.P.2    Ibrahim, J.G.3
  • 8
    • 77956889312 scopus 로고
    • Analysis of transformation models with censored data
    • Cheng SC, Wei LJ, Ying Z (1995) Analysis of transformation models with censored data. Biometrika 82: 835-845.
    • (1995) Biometrika , vol.82 , pp. 835-845
    • Cheng, S.C.1    Wei, L.J.2    Ying, Z.3
  • 9
    • 33745288267 scopus 로고    scopus 로고
    • Joint models for multivariate longitudinal and multivariate survival data
    • Chi Y, Ibrahim JG (2006) Joint models for multivariate longitudinal and multivariate survival data. Biometrics 62: 432-445.
    • (2006) Biometrics , vol.62 , pp. 432-445
    • Chi, Y.1    Ibrahim, J.G.2
  • 10
    • 0002653990 scopus 로고
    • The semi-parametric pareto model for regression analysis of survival times
    • R. D. Gill and M. N. Voors (Eds.), Amsterdam: Centre for Mathematics and Computer Science, Report MS-R8169
    • Clayton DG, Cuzick J (1986) The semi-parametric pareto model for regression analysis of survival times. In: Gill RD, Voors MN (eds) Papers on semiparametric models at the ISI centenary session, Report MS-R8169. Centre for Mathematics and Computer Science, Amsterdam, pp 19-30.
    • (1986) Papers on Semiparametric Models at the ISI Centenary Session , pp. 19-30
    • Clayton, D.G.1    Cuzick, J.2
  • 11
    • 34250704169 scopus 로고    scopus 로고
    • Flexible cure rate modelling under latent activation schemes
    • Cooner F, Banerjee S, Carlin BP, Sinha D (2007) Flexible cure rate modelling under latent activation schemes. J Am Stat Assoc 102: 560-572.
    • (2007) J Am Stat Assoc , vol.102 , pp. 560-572
    • Cooner, F.1    Banerjee, S.2    Carlin, B.P.3    Sinha, D.4
  • 12
    • 70449569278 scopus 로고    scopus 로고
    • Hierarchical dynamic time-to-event models for post-treatment preventive care data on breast cancer survivors
    • Cooner FW, Yu X, Banerjee S, Grambsch PL, McBean AM (2009) Hierarchical dynamic time-to-event models for post-treatment preventive care data on breast cancer survivors. Stat Modell 9: 119-135.
    • (2009) Stat Modell , vol.9 , pp. 119-135
    • Cooner, F.W.1    Yu, X.2    Banerjee, S.3    Grambsch, P.L.4    McBean, A.M.5
  • 13
    • 0030539336 scopus 로고    scopus 로고
    • Markov chain Monte Carlo convergence diagnostics: A comparative review
    • Cowles MK, Carlin BP (1996) Markov chain Monte Carlo convergence diagnostics: A comparative review. J Am Stat Assoc 91: 883-904.
    • (1996) J Am Stat Assoc , vol.91 , pp. 883-904
    • Cowles, M.K.1    Carlin, B.P.2
  • 14
    • 0000336139 scopus 로고
    • Regression models and life tables
    • Cox DR (1972) Regression models and life tables. J R Stat Soc Series B 34: 187-220.
    • (1972) J R Stat Soc Series B , vol.34 , pp. 187-220
    • Cox, D.R.1
  • 15
    • 0001278835 scopus 로고
    • Rank regression
    • Cuzick J (1988) Rank regression. Ann Stat 16: 1369-1389.
    • (1988) Ann Stat , vol.16 , pp. 1369-1389
    • Cuzick, J.1
  • 16
    • 22844433445 scopus 로고    scopus 로고
    • Pre-treatment PSA velocity and the risk of death from prostate cancer following external beam radiation therapy
    • D'Amico AV, Renshaw AA, Sussman B, Chen M-H (2005) Pre-treatment PSA velocity and the risk of death from prostate cancer following external beam radiation therapy. J Am Med Assoc 294: 440-447.
    • (2005) J Am Med Assoc , vol.294 , pp. 440-447
    • D'Amico, A.V.1    Renshaw, A.A.2    Sussman, B.3    Chen, M.-H.4
  • 17
    • 0020387435 scopus 로고
    • The use of mixture models for the analysis of survival data with long-term survivors
    • Farewell VT (1982) The use of mixture models for the analysis of survival data with long-term survivors. Biometrics 38: 1041-1046.
    • (1982) Biometrics , vol.38 , pp. 1041-1046
    • Farewell, V.T.1
  • 18
    • 84988104037 scopus 로고
    • Mixture models in survival analysis: are they worth the risk?
    • Farewell VT (1986) Mixture models in survival analysis: are they worth the risk?. Can J Stat 14: 257-262.
    • (1986) Can J Stat , vol.14 , pp. 257-262
    • Farewell, V.T.1
  • 19
    • 0033476978 scopus 로고    scopus 로고
    • Analysing competing risks data with transformation models
    • Fine JP (1999) Analysing competing risks data with transformation models. J R Stat Soc Series B 61: 817-830.
    • (1999) J R Stat Soc Series B , vol.61 , pp. 817-830
    • Fine, J.P.1
  • 20
    • 0000324169 scopus 로고
    • Adaptive rejection sampling for Gibbs sampling
    • Gilks WR, Wild P (1992) Adaptive rejection sampling for Gibbs sampling. Appl Stat 41: 337-348.
    • (1992) Appl Stat , vol.41 , pp. 337-348
    • Gilks, W.R.1    Wild, P.2
  • 21
    • 77956890234 scopus 로고
    • Monte Carlo sampling methods using Markov chains and their applications
    • Hastings WK (1970) Monte Carlo sampling methods using Markov chains and their applications. Biometrika 57: 97-109.
    • (1970) Biometrika , vol.57 , pp. 97-109
    • Hastings, W.K.1
  • 22
    • 0034998763 scopus 로고    scopus 로고
    • Bayesian semi-parametric models for survival data with a cure fraction
    • Ibrahim JG, Chen M-H, Sinha D (2001a) Bayesian semi-parametric models for survival data with a cure fraction. Biometrics 57: 383-388.
    • (2001) Biometrics , vol.57 , pp. 383-388
    • Ibrahim, J.G.1    Chen, M.-H.2    Sinha, D.3
  • 24
    • 78651439292 scopus 로고    scopus 로고
    • Bayesian approaches to cure rate models
    • P. Armitage and T. Colton (Eds.), Chichester: Wiley, 2nd Edn
    • Ibrahim JG, Chen M-H, Sinha D (2005) Bayesian approaches to cure rate models. In: Armitage P, Colton T (eds) Encyclopedia of Biostatistics, 2nd edn, vol 1. Wiley, Chichester, pp 306-313.
    • (2005) Encyclopedia of Biostatistics , vol.1 , pp. 306-313
    • Ibrahim, J.G.1    Chen, M.-H.2    Sinha, D.3
  • 25
    • 33847258389 scopus 로고    scopus 로고
    • Bayesian dynamic models for survival data with a cure fraction
    • Kim S, Chen M-H, Dey DK, Gamerman D (2007) Bayesian dynamic models for survival data with a cure fraction. Lifetime Data Anal 13: 17-35.
    • (2007) Lifetime Data Anal , vol.13 , pp. 17-35
    • Kim, S.1    Chen, M.-H.2    Dey, D.K.3    Gamerman, D.4
  • 26
    • 78651435610 scopus 로고    scopus 로고
    • A new latent cure rate marker model for survival data
    • Kim S, Xi Y, Chen M-H (2009) A new latent cure rate marker model for survival data. Ann Appl Stat 3: 1124-1146.
    • (2009) Ann Appl Stat , vol.3 , pp. 1124-1146
    • Kim, S.1    Xi, Y.2    Chen, M.-H.3
  • 27
    • 0001356210 scopus 로고
    • A mixture model combining logistic regression with proportional hazards regression
    • Kuk AYC, Chen C-H (1992) A mixture model combining logistic regression with proportional hazards regression. Biometrika 79: 531-541.
    • (1992) Biometrika , vol.79 , pp. 531-541
    • Kuk, A.Y.C.1    Chen, C.-H.2
  • 29
    • 79951870792 scopus 로고
    • The collapsed Gibbs sampler in Bayesian computations with applications to a gene regulation problem
    • Liu JS (1994) The collapsed Gibbs sampler in Bayesian computations with applications to a gene regulation problem. J Am Stat Assoc 89: 958-966.
    • (1994) J Am Stat Assoc , vol.89 , pp. 958-966
    • Liu, J.S.1
  • 30
    • 24944434015 scopus 로고    scopus 로고
    • On semiparametric transformation cure models
    • Lu W, Ying Z (2004) On semiparametric transformation cure models. Biometrika 91: 331-343.
    • (2004) Biometrika , vol.91 , pp. 331-343
    • Lu, W.1    Ying, Z.2
  • 32
    • 0023288393 scopus 로고
    • Limited failure population life tests: application to integrated circuit reliability
    • Meeker WQ (1987) Limited failure population life tests: application to integrated circuit reliability. Technometrics 29: 51-65.
    • (1987) Technometrics , vol.29 , pp. 51-65
    • Meeker, W.Q.1
  • 33
    • 0034060858 scopus 로고    scopus 로고
    • A nonparametric mixture model for cure rate estimation
    • Peng Y, Dear KBG (2000) A nonparametric mixture model for cure rate estimation. Biometrics 56: 237-243.
    • (2000) Biometrics , vol.56 , pp. 237-243
    • Peng, Y.1    Dear, K.B.G.2
  • 35
    • 0034021942 scopus 로고    scopus 로고
    • Estimation in a proportional hazards cure model
    • Sy JP, Taylor JMG (2000) Estimation in a proportional hazards cure model. Biometrics 56: 227-336.
    • (2000) Biometrics , vol.56 , pp. 227-336
    • Sy, J.P.1    Taylor, J.M.G.2
  • 36
    • 0035953486 scopus 로고    scopus 로고
    • Estimation of survival based on proportional hazards when cure is a possibility
    • Tsodikov A (2001) Estimation of survival based on proportional hazards when cure is a possibility. Math Comput Model 33: 1227-1236.
    • (2001) Math Comput Model , vol.33 , pp. 1227-1236
    • Tsodikov, A.1
  • 37
    • 0037196899 scopus 로고    scopus 로고
    • Semiparametric models of long- and short-term survival: an application to the analysis of breast cancer survival in Utah by age and stage
    • Tsodikov A (2002) Semiparametric models of long- and short-term survival: an application to the analysis of breast cancer survival in Utah by age and stage. Stat Med 21: 895-920.
    • (2002) Stat Med , vol.21 , pp. 895-920
    • Tsodikov, A.1
  • 38
    • 1142289538 scopus 로고    scopus 로고
    • Estimating cure rates from survival data: an alternative to two-component mixture models
    • Tsodikov AD, Ibrahim JG, Yakovlev AY (2003) Estimating cure rates from survival data: an alternative to two-component mixture models. J Am Stat Assoc 98: 1063-1078.
    • (2003) J Am Stat Assoc , vol.98 , pp. 1063-1078
    • Tsodikov, A.D.1    Ibrahim, J.G.2    Yakovlev, A.Y.3
  • 40
    • 0002190083 scopus 로고
    • A simple stochastic model of tumor recurrence and its applications to data on premenopausal breast cancer
    • B. Asselain, M. Boniface, C. Duby, C. Lopez, J. P. Masson, and J. Tranchefort (Eds.), France: Société Francaise de Biométrie, ENSA Rennes
    • Yakovlev AY, Asselain B, Bardou VJ, Fourquet A, Hoang T, Rochefediere A, Tsodikov AD (1993) A simple stochastic model of tumor recurrence and its applications to data on premenopausal breast cancer. In: Asselain B, Boniface M, Duby C, Lopez C, Masson JP, Tranchefort J (eds) Biometrie et Analyse de Dormees Spatio-Temporelles, 12. Société Francaise de Biométrie, ENSA Rennes, France, pp 66-82.
    • (1993) Biometrie Et Analyse De Dormees Spatio-Temporelles , vol.12 , pp. 66-82
    • Yakovlev, A.Y.1    Asselain, B.2    Bardou, V.J.3    Fourquet, A.4    Hoang, T.5    Rochefediere, A.6    Tsodikov, A.D.7
  • 41
    • 20744441090 scopus 로고    scopus 로고
    • A general class of Bayesian survival models with zero and nonzero cure fractions
    • Yin G, Ibrahim JG (2005a) A general class of Bayesian survival models with zero and nonzero cure fractions. Biometrics 61: 403-412.
    • (2005) Biometrics , vol.61 , pp. 403-412
    • Yin, G.1    Ibrahim, J.G.2
  • 42
    • 33644698251 scopus 로고    scopus 로고
    • Cure rate models: a unified approach
    • Yin G, Ibrahim JG (2005b) Cure rate models: a unified approach. Can J Stat 33: 559-570.
    • (2005) Can J Stat , vol.33 , pp. 559-570
    • Yin, G.1    Ibrahim, J.G.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.