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Individual Prediction in Prostate Cancer Studies Using a Joint Longitudinal SurvivalCure Model

Author

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  • Yu, Menggang
  • Taylor, Jeremy M.G.
  • Sandler, Howard M.

Abstract

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Suggested Citation

  • Yu, Menggang & Taylor, Jeremy M.G. & Sandler, Howard M., 2008. "Individual Prediction in Prostate Cancer Studies Using a Joint Longitudinal SurvivalCure Model," Journal of the American Statistical Association, American Statistical Association, vol. 103, pages 178-187, March.
    • Handle: RePEc:bes:jnlasa:v:103:y:2008:m:march:p:178-187
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    Cited by:

    1. Hanin, Leonid & Huang, Li-Shan, 2014. "Identifiability of cure models revisited," Journal of Multivariate Analysis, Elsevier, vol. 130(C), pages 261-274.
    2. Dimitris Rizopoulos, 2011. "Dynamic Predictions and Prospective Accuracy in Joint Models for Longitudinal and Time-to-Event Data," Biometrics, The International Biometric Society, vol. 67(3), pages 819-829, September.
    3. Xavier Piulachs & Ramon Alemany & Montserrat Guillen, 2016. "Joint Modelling of Survival and Emergency Medical Care Usage in Spanish Insureds Aged 65+," PLOS ONE, Public Library of Science, vol. 11(4), pages 1-11, April.
    4. Jeremy M. G. Taylor & Yongseok Park & Donna P. Ankerst & Cecile Proust-Lima & Scott Williams & Larry Kestin & Kyoungwha Bae & Tom Pickles & Howard Sandler, 2013. "Real-Time Individual Predictions of Prostate Cancer Recurrence Using Joint Models," Biometrics, The International Biometric Society, vol. 69(1), pages 206-213, March.
    5. Song Zhang & Peter Müller & Kim-Anh Do, 2010. "A Bayesian Semiparametric Survival Model with Longitudinal Markers," Biometrics, The International Biometric Society, vol. 66(2), pages 435-443, June.
    6. Dimitris Rizopoulos & Laura A. Hatfield & Bradley P. Carlin & Johanna J. M. Takkenberg, 2014. "Combining Dynamic Predictions From Joint Models for Longitudinal and Time-to-Event Data Using Bayesian Model Averaging," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 109(508), pages 1385-1397, December.
    7. Jonathan E. Gellar & Elizabeth Colantuoni & Dale M. Needham & Ciprian M. Crainiceanu, 2014. "Variable-Domain Functional Regression for Modeling ICU Data," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 109(508), pages 1425-1439, December.
    8. Eleni†Rosalina Andrinopoulou & Paul H. C. Eilers & Johanna J. M. Takkenberg & Dimitris Rizopoulos, 2018. "Improved dynamic predictions from joint models of longitudinal and survival data with time†varying effects using P†splines," Biometrics, The International Biometric Society, vol. 74(2), pages 685-693, June.

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