Table of Contents
International Journal of Plant Genomics
Volume 2012, Article ID 680634, 12 pages
http://dx.doi.org/10.1155/2012/680634
Research Article

A Bayesian Framework for Functional Mapping through Joint Modeling of Longitudinal and Time-to-Event Data

1Department of Statistics, Temple University, Philadelphia, PA 19122, USA
2Department of Statistics, The Pennsylvania State University, University Park, PA 16802, USA
3Center for Statistical Genetics, The Pennsylvania State University, Hershey, PA 17033, USA
4Department of Agronomy, Henan Institute of Science and Technology, Xinxiang 453003, China
5National Center for Soybean Improvement, National Key Laboratory of Crop Genetics and Germplasm Enhancement, Soybean Research Institute, Nanjing Agricultural University, Nanjing 210095, China

Received 20 January 2012; Revised 13 March 2012; Accepted 19 March 2012

Academic Editor: Pierre Sourdille

Copyright © 2012 Kiranmoy Das 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]

The following is the list of published articles that have cited the current article.

  • Lisa M. McCrink, Adele H. Marshall, and Karen J. Cairns, “Advances in Joint Modelling: A Review of Recent Developments with Application to the Survival of End Stage Renal Disease Patients,” International Statistical Review, vol. 81, no. 2, pp. 249–269, 2013. View at Publisher · View at Google Scholar
  • Kiranmoy Das, “Statistical challenges in the analysis of dynamic traits: Implications for pharmacogenomic clinics,” Advanced Drug Delivery Reviews, 2013. View at Publisher · View at Google Scholar
  • Kiranmoy Das, and Michael J. Daniels, “A semiparametric approach to simultaneous covariance estimation for bivariate sparse longitudinal data,” Biometrics, 2014. View at Publisher · View at Google Scholar
  • Pushpendra K. Gupta, Pawan L. Kulwal, and Vandana Jaiswal, “Association Mapping in Crop Plants,” vol. 85, pp. 109–147, 2014. View at Publisher · View at Google Scholar
  • Kiranmoy Das, and Marc Sobel, “Dirichlet Lasso: A Bayesian approach to variable selection,” Statistical Modelling, vol. 15, no. 3, pp. 215–232, 2015. View at Publisher · View at Google Scholar
  • Kiranmoy Das, “A semiparametric Bayesian approach for joint modeling of longitudinal trait and event time,” Journal of Applied Statistics, pp. 1–16, 2016. View at Publisher · View at Google Scholar