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Journal of Probability and Statistics
Volume 2012, Article ID 194194, 18 pages
http://dx.doi.org/10.1155/2012/194194
Research Article

A Two-Stage Joint Model for Nonlinear Longitudinal Response and a Time-to-Event with Application in Transplantation Studies

1Department of Biostatistics, Erasmus University Medical Center, P.O. Box 2040, 3000 CA Rotterdam, The Netherlands
2I-Biostat, Catholic University of Leuven, B-3000 Leuven, Belgium

Received 7 July 2011; Revised 27 October 2011; Accepted 6 November 2011

Academic Editor: Grace Y. Yi

Copyright © 2012 Magdalena Murawska et al. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

Citations to this Article [6 citations]

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  • Niels Komen, Juliette Slieker, Paul Willemsen, Guido Mannaerts, Piet Pattyn, Tom Karsten, Hans de Wilt, Erwin van der Harst, Yolanda B. de Rijke, Magdalena Murawska, Johannes Jeekel, and Johan F. Lange, “Acute phase proteins in drain fluid: a new screening tool for colorectal anastomotic leakage? The APPEAL study: analysis of parameters predictive for evident anastomotic leakage,” American Journal of Surgery, vol. 208, no. 3, pp. 317–323, 2014. View at Publisher · View at Google Scholar
  • Solene Desmee, France Mentre, Christine Veyrat-Follete, and Jeremie Guedj, “Nonlinear Mixed-Effect Models for Prostate-Specific Antigen Kinetics and Link with Survival in the Context of Metastatic Prostate Cancer: a Comparison,” Aaps Journal, vol. 17, no. 3, pp. 691–699, 2015. View at Publisher · View at Google Scholar
  • Xavier Piulachs, Ramon Alemany, Montserrat Guillén, and Dimitris Rizopoulos, “Joint models for longitudinal counts and left-truncated time-to-event data with applications to health insurance,” Sort, vol. 41, no. 2, pp. 347–372, 2017. View at Publisher · View at Google Scholar
  • Ipek Guler, Christel Faes, Carmen Cadarso-Suárez, Laetitia Teixeira, Anabela Rodrigues, and Denisa Mendonça, “Two-stage model for multivariate longitudinal and survival data with application to nephrology research,” Biometrical Journal, vol. 59, no. 6, pp. 1204–1220, 2017. View at Publisher · View at Google Scholar
  • Marcella Mazzoleni, “The Analysis of student paths at the University using the Multivariate Joint Models,” Communications in Statistics - Theory and Methods, pp. 0–0, 2017. View at Publisher · View at Google Scholar
  • Ipek Guler, Christel Faes, Carmen Cadarso-Suárez, and Francisco Gude, “Joint modelling for flexible multivariate longitudinal and survival data: application in orthotopic liver transplantation,” Trends in Mathematics, vol. 7, pp. 35–40, 2017. View at Publisher · View at Google Scholar