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Original Articles

Semiparametric analysis of longitudinal data with informative observation times and censoring times

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Pages 1978-1993 | Received 15 Jun 2017, Accepted 06 Nov 2017, Published online: 18 Nov 2017

References

  • D.F. Andrews and A.M. Herzberg, Data: A Collection of Problems from Many Fields for the Student and Research Worker, Springer, New York, 2012.
  • P.J. Diggle, K.Y. Liang and S.L. Zeger, The Analysis of Longitudinal Data, Oxford University Press, Oxford, 1994.
  • X. He, X. Tong and J. Sun, Semiparametric analysis of panel count data with correlated observation and follow-up times, Lifetime Data Anal. 15 (2009), pp. 177–196. doi: 10.1007/s10985-008-9105-1
  • C.-Y. Huang and M.-C. Wang, Joint modeling and estimation for recurrent event processes and failure time data, J. Am. Stat. Assoc. 99 (2004), pp. 1153–1165. doi: 10.1198/016214504000001033
  • S.W. Lagakos, General right censoring and its impact on the analysis of survival data, Biometrics 35 (1979), pp. 139–156. doi: 10.2307/2529941
  • Y. Li, X. He, H. Wang and J. Sun, Regression analysis of longitudinal data with correlated censoring and observation times, Lifetime Data Anal. 22 (2016), pp. 343–362. doi: 10.1007/s10985-015-9334-z
  • Y. Liang, W. Lu and Z. Ying, Joint modeling and analysis of longitudinal data with informative observation times, Biometrics 65 (2009), pp. 377–384. doi: 10.1111/j.1541-0420.2008.01104.x
  • D.Y. Lin and Z. Ying, Additive hazards regression models for survival data, in Proceedings of the First Seattle Symposium in Biostatistics: Survival Analysis, Springer, 1997.
  • D.Y. Lin and Z. Ying, Semiparametric and nonparametric regression analysis of longitudinal data, J. Am. Stat. Assoc. 96 (2001), pp. 103–126. doi: 10.1198/016214501750333018
  • H. Lin, D.O. Scharfstein and R.A. Rosenheck, Analysis of longitudinal data with irregular, outcome-dependent follow-up, J. R. Stat. Soc. Ser. B 66 (2004), pp. 791–813. doi: 10.1111/j.1467-9868.2004.b5543.x
  • S.R. Lipsitz, G.M. Fitzmaurice, J.G. Ibrahim, R. Gelber and S. Lipshultz, Parameter estimation in longitudinal studies with outcome-dependent follow-up, Biometrics 58 (2002), pp. 621–630. doi: 10.1111/j.0006-341X.2002.00621.x
  • L. Liu, X. Huang and J. O'Quigley, Analysis of longitudinal data in the presence of informative observational times and a dependent terminal event, with application to medical cost data, Biometrics 64 (2008), pp. 950–958. doi: 10.1111/j.1541-0420.2007.00954.x
  • K. Liu and X. Zhao, Robust estimation for longitudinal data with informative observation times, Canad. J. Statist. 43 (2015), pp. 519–533. doi: 10.1002/cjs.11269
  • X. Song, X. Mu and L. Sun, Regression analysis of longitudinal data with time-dependent covariates and informative observation times, Scand. J. Statist. 39 (2012), pp. 248–258. doi: 10.1111/j.1467-9469.2011.00776.x
  • J. Sun, D-H. Park, L. Sun and X. Zhao, Semiparametric regression analysis of longitudinal data with informative observation times, J. Am. Stat. Assoc. 100 (2005), pp. 882–889. doi: 10.1198/016214505000000060
  • J. Sun, L. Sun and D. Liu, Regression analysis of longitudinal data in the presence of informative observation and censoring times, J. Am. Stat. Assoc. 102 (2007), pp. 1397–1406. doi: 10.1198/016214507000000851
  • J. Sun and L.J. Wei, Regression analysis of panel count data with covariate-dependent observation and censoring times, J. R. Stat. Soc. Ser. B 62 (2000), pp. 293–302. doi: 10.1111/1467-9868.00232
  • M.C. Wang, J. Qin and C.T. Chiang, Analyzing recurrent event data with informative censoring, J. Am. Stat. Assoc. 96 (2001), pp. 1057–1065. doi: 10.1198/016214501753209031
  • Y. Zhang, A semiparametric pseudolikelihood estimation method for panel count data, Biometrika 89 (2002), pp. 39–48. doi: 10.1093/biomet/89.1.39
  • X. Zhao, X. Tong and L. Sun, Joint analysis of longitudinal data with dependent observation times, Stat. Sin. 22 (2012), pp. 317–336.
  • L. Zhu, J. Sun, X. Tong and S. Pounds, Regression analysis of longitudinal data with informative observation times and application to medical cost data, Stat. Med. 30 (2011), pp. 1429–1440. doi: 10.1002/sim.4198

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