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College of Arts & Sciences
Department of Statistics


Survival Analysis

Survival analysis and reliability

[semiparametric and nonparametric inference in survival analysis and reliability]

 

Primary Theme: Tim Hanson, Xiaoyan Lin, Yanyuan Ma, Edsel Peña, Lianming Wang, James Lynch (emeritus)

Secondary Theme: Huang

 

Some Publications

  • X. Lin, B. Cai, L. Wang, and Z. Zhang (2014). “Bayesian proportional hazards model for analyzing interval- censored data.” Lifetime Data Analysis, (DOI) 10.1007/s10985-014- 9305-9.
  • J. R. Gonzalez, E.A. Pena and P. Delicado. (2010). Confidence intervals for median survival with recurrent event data, Computational Statistics and Data Analysis, 54, 78--89.
  • Gjessing, H., Roysland, K., Pena, E., and Aalen, O. (2010). Recurrent events and the exploding Cox model. Lifetime Data Analysis, Vol. 16, No. 4, pp. 525-546.
  • Adekpedjou, A., Pena, E. and Quiton, J. (2010). Estimation and Efficiency with Recurrent Event Data under Informative Monitoring. Journal of Statistical Planning and Inference, 140, 597-615.
  • Hanson, T., Branscum, A., and Johnson, W. (2011). Predictive comparison of joint longitudinal-survival modeling: A case study illustrating competing approaches (with discussion). Lifetime Data Analysis, 17, 3-18.
  • Hanson, T., Johnson, W., and Laud, P. (2009). Semiparametric inference for survival models with step process covariates. Canadian Journal of Statistics, 37, 60-79.
  • L. Wang, J. Sun, and X. Tong (2010). "Regression Analysis of Case II Interval-censored Failure Time Data with the Additive Hazards Model". Statistica Sinica, 20, 1709-1723.
  • X. Lin and L. Wang (2010). "A Semiparametric Probit Model for Case 2 Interval-censored Failure Time Data". Statistics in Medicine, 29, 972-981.
  • Han, Jun; Slate, Elizabeth H.; Pena, Edsel A. Parametric latent class joint model for a longitudinal biomarker and recurrent events. Stat. Med. 26 (2007), no. 29, 5285--5302.
  • Pena, Edsel A.; Slate, Elizabeth H. Global validation of linear model assumptions. J. Amer. Statist. Assoc. 101 (2006), no. 473, 341--354.
  • Kvam, Paul H.; Pena, Edsel A. Estimating load-sharing properties in a dynamic reliability system. J. Amer. Statist. Assoc. 100 (2005), no. 469, 262--272.
  • Grego, John; Lynch, James Some applications of mixed gamma representations. J. Appl. Probab. Stat. 1 (2006), no. 1, 31--37 (electronic).
  • Sun, Liuquan; Wang, Lianming; Sun, Jianguo Estimation of the association for bivariate interval-censored failure time data. Scand. J. Statist. 33 (2006), no. 4, 637--649.