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关于截断中值回归模型的经验似然推断(英文) 被引量:1

Empirical Likelihood Inference for Censored Median Regression Model
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摘要 本文采用了Gengsheng和Min(2003)提出的经验似然方法,基于一个新的方程对中值回归模型的参数进行统计推断,数值模拟的结果表明,本文所得到的参数估计结果比Gengsheng和Min(2003)的模拟结果更精确. In this article,we adopt the Gengsheng and Min's methods and make inference based on a different equation which was proposed by Bang and Tsiatis (2002).The numerical results from a simulation study suggest that our results are even better than the Gengsheng and Min's (2003).
作者 刘伟 任允文
出处 《应用数学》 CSCD 北大核心 2005年第3期489-496,共8页 Mathematica Applicata
基金 DoctoralProgramFundationoftheMinistryofEducationofChina(No. 20020269015)andN.S.F.C(No.10371074),ShandongUniversityofTechnology(No.2004KJM31)
关键词 经验似然 中值回归 渐近正态 分位数回归 截断数据 计数过程 估计方程 Empirical likelihood Median regression Normal approximation Quantile regression Censored data Counting process Estimating equation
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参考文献6

  • 1Bang H,Tsiatis A A. Estimating medical cost with censored data[J]. Biometrika,2000,87:329-343. 被引量:1
  • 2Bang H, Tsiatis A A. Median regression with censored cost data[J]. Biometrics, 2002,58 : 643 - 649. 被引量:1
  • 3Qin Gengsheng, Min Tsao. Empirical likelihood inference for median regression models for censored survival data[J]. Journal of Multivariate Analysis,2003.85:416-430. 被引量:1
  • 4Kaplan E L,Meier P. Nonparametric estimation from incomplete observations[J]. Journal of the American Statistical Association, 1958,58 : 457 - 481. 被引量:1
  • 5Ying Z,Jung S H, Wei L J. Survival analysis with median regression models[J]. Journal of the American Statistical Association, 1995,90 : 178 - 184. 被引量:1
  • 6Zhao H,Tsiatis A A. A consistent estimator for the distriubution of quality adjusted survival time[J]. Biometrika, 1997,84 : 339- 348. 被引量:1

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