期刊文献+

带有终止事件的复发事件数据的加性加速比率模型 被引量:2

An Additive-accelerated Rates Model for Recurrent Event Data with Informative Terminal Event
原文传递
导出
摘要 本文对带有终止事件的复发事件数据,提出了加性加速比率回归模型,运用广义估计方程的思想给出了参数的估计,并证明了所得估计的相合性和渐近正态性. In this article, we propose an additive-accelerated rates model for recurrent event data with informative terminal event. For the inference on the model parameters, we establish an estimating procedure based on generalized estimating equation. The consistency and asymptotic normality properties of the proposed estimators are proved.
机构地区 贵州大学理学院
出处 《应用数学学报》 CSCD 北大核心 2015年第4期735-750,共16页 Acta Mathematicae Applicatae Sinica
基金 国家自然科学基金(11361015) 贵州省科学技术基金(J-2009-2063) 贵州大学引进人才科研项目(2009-070)资助项目
关键词 复发事件 终止事件 潜在变量 广义估计方程 recurrent event terminal event latent variable generalized estimating equation
  • 相关文献

参考文献2

二级参考文献22

  • 1Liuquan Sun,Bin Su.A class of accelerated means regression models for recurrent event data[J]. Lifetime Data Analysis . 2008 (3)
  • 2Douglas E. Schaubel,Donglin Zeng,Jianwen Cai.A semiparametric additive rates model for recurrent event data[J]. Lifetime Data Analysis . 2006 (4)
  • 3Debashis Ghosh.Accelerated Rates Regression Models for Recurrent Failure Time Data[J]. Lifetime Data Analysis . 2004 (3)
  • 4Byar D P.The Veterans Administration study of chemoprophylaxis for recurrent stage I bladder tumors: comparisons of placebo, pyridoxine, and topical thiotepa. Bladder Tumors and Other Topics in Urological Oncology . 1982
  • 5Ghosh D,Lin D Y.Marginal regression models for recurrent and terminal events. Statistica Sinica . 2002
  • 6Lawless J F,Nadeau C.Some simple robust methods for the analysis of recurrent events. Technometrics . 1995
  • 7Lin D Y,Geyer C J.Computational methods for semiparametric linear regression with censored dada. J Comp Graph Statist . 1982
  • 8Ying Z.A large sample study of rank estimation for censored regression data. The Annals of Statistics . 1993
  • 9Zeng D,Cai J.Additive-accelerated rate model for recurrent event. New Developments in Biostatistics and Bioinformatics . 2009
  • 10Chen, Y. Q.,Jewell, N. P.On a general class of semiparametric hazards regression models. Biometrika . 2001

共引文献6

同被引文献27

  • 1王启华,史宁中,耿直.现代统计研究基础[M].北京:科学出版社,2010.
  • 2ANDERSEN P K,GILL R D. Cox ’ s regression model for counting processes : a large sample study [ J ] . Ann Statis, 1982:1100 -1120.
  • 3ZENG D,LIN D Y. Efficient estimation of semiparametric transformation models for counting processes[ J]. Biometrika,2006,93(3) :627 - 640.
  • 4PEPE M S, CAI J. Some graphical displays and marginal regression analyses for recurrent failure times and time dependent covari-ates[ J]. J Am Statistical Association,1993,88(423) :811 -820.
  • 5LIN D Y, WEI L J, YANG I,et al. Semiparametric regression for the mean and rate functions of recurrent events[ J]. J RoyalStatistical Society:Statistical Methodology,2000,B62(4) :711 -730.
  • 6NIELSEN G G,GILL R D, ANDERSEN P K, et al. A counting process approach to maximum likelihood estimation in frailtymodels[ J]. Scandinavian J Statistics,1992:25 -43.
  • 7VEKEMANS D,PROOST S,VANNESTE K,et al. Gamma paleohexaploidy in the stem 一 lineage of core eudicots :significance formads - box gene and species diversification[ J]. Molecular Biology and Evolution,2012,29(12) :3793 -3806.
  • 8HUANG C Y, WANG M C. Joint modeling and estimation for recurrent event processes and failure time data[ J]. J American Sta-tistical Association,2004,99 (468) :1153 - 1165.
  • 9LIU L,WOLFE R A, HUANG X. Shared frailty models for recurrent events and a terminal event [J]. Biometrics,2004,60( 3):747 -756.
  • 10YE Y,KALBFLEISCH J D, SCHAUBEL D E. Semiparametric analysis of correlated recurrent and terminal events[ J]. Biomet-rics,2007,63( 1) :78 -87.

引证文献2

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部