Inference for the treatment effects in two sample problems with right-censored and length-biased data

被引：9
|
作者：
Lin, Cunjie [1 ]
Zhou, Yong [1 ,2 ]
机构：
[1] Chinese Acad Sci, Acad Math & Syst Sci, Beijing, Peoples R China
[2] Shanghai Univ Finance & Econ, Sch Stat & Management, Shanghai, Peoples R China
来源：
STATISTICS & PROBABILITY LETTERS | 2014年 / 90卷
关键词：
Estimating equation; Length bias; Semiparametric model; Treatment effect; NONPARAMETRIC-ESTIMATION; PREVALENT COHORT; SURVIVAL; OSCAR; MODEL; CURVES; HEALTH;
D O I：
10.1016/j.spl.2014.03.009
中图分类号：
O21 [概率论与数理统计]; C8 [统计学];
学科分类号：
020208 ; 070103 ; 0714 ;
摘要：
In the study of comparing treatment effects, the data structures of two samples may be different. In this paper, we develop a unified semiparametric estimating equation approach to estimate various types of treatment effects with right-censored and length-biased data based on a semiparametric two-sample model. The large sample properties of the proposed estimators are derived and numerical studies are conducted to illustrate the proposed methods. (C) 2014 Elsevier B.V. All rights reserved.
引用
收藏
页码：17 / 24
页数：8
相关论文
共 50 条
  • [41] SEMIPARAMETRIC ANALYSIS OF SHORT-TERM AND LONG-TERM HAZARD RATIO MODEL WITH LENGTH-BIASED AND RIGHT-CENSORED DATA
    Hu, Na
    Chen, Xuerong
    Sun, Jianguo
    STATISTICA SINICA, 2020, 30 (01) : 487 - 509
  • [42] Semiparametric Quantile Regression Analysis of Right-censored and Length-biased Failure Time Data with Partially Linear Varying Effects
    Chen, Xuerong
    Liu, Yeqian
    Sun, Jianguo
    Zhou, Yong
    SCANDINAVIAN JOURNAL OF STATISTICS, 2016, 43 (04) : 921 - 938
  • [43] Quantile regression of right-censored length-biased data using the Buckley–James-type method
    Jung-Yu Cheng
    Shinn-Jia Tzeng
    Computational Statistics, 2014, 29 : 1571 - 1592
  • [44] Semiparametric inference of treatment effects on restricted mean survival time in two sample problems from length-biased samples
    Yang, Xiaoran
    Du, Junjie
    Bai, Fangfang
    STATISTICS & PROBABILITY LETTERS, 2023, 193
  • [45] SEMIPARAMETRIC ESTIMATION OF TREATMENT EFFECTS IN TWO SAMPLE PROBLEMS WITH CENSORED DATA
    Bai, Fangfang
    Huang, Jian
    Zhou, Yong
    STATISTICA SINICA, 2014, 24 (01) : 121 - 146
  • [46] Inference on quantile residual life function under right-censored data
    Lin, Cunjie
    Zhang, Li
    Zhou, Yong
    JOURNAL OF NONPARAMETRIC STATISTICS, 2016, 28 (03) : 617 - 643
  • [47] A composite nonparametric product limit approach for estimating the distribution of survival times under length-biased and right-censored data
    Fan, Shuqin
    Zhao, Wei
    Wan, Alan T. K.
    Zhou, Yong
    STATISTICS AND ITS INTERFACE, 2020, 13 (02) : 221 - 235
  • [48] Nonparametric estimations of quantile residual life function with censored length-biased data
    Wu, Hongping
    Shan, Ang
    Li, Xiaosha
    JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS, 2025, 466
  • [49] Model selection for two-sample problems with right-censored data: An application of Cox model
    Chen, Chun-Shu
    Chang, Yu-Mei
    JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2011, 141 (06) : 2120 - 2127
  • [50] Estimating equation for additive hazards model with censored length-biased data
    Wu, Hongping
    Du, Caifeng
    Li, Xiaosha
    JOURNAL OF THE KOREAN STATISTICAL SOCIETY, 2020, 49 (01) : 200 - 222
12345