Estimating Cumulative Treatment Effect Under an Additive Hazards Model

被引：0
|
作者：
Lu Xiaoliang [1 ]
Zhang Baoxue [1 ]
Sun Liuquan [2 ]
机构：
[1] Capital Univ Econ & Business, Sch Stat, Beijing 100070, Peoples R China
[2] Chinese Acad Sci, Acad Math & Syst Sci, Inst Appl Math, Beijing 100190, Peoples R China
来源：
JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY | 2021年 / 34卷 / 02期
基金：
中国国家自然科学基金;
关键词：
Additive hazards model; cumulative hazards; survival data; time-dependent effect;
D O I：
10.1007/s11424-020-0067-z
中图分类号：
O1 [数学];
学科分类号：
0701 ; 070101 ;
摘要：
In clinical and epidemiologic studies of time to event, the treatment effect is often of direct interest, and the treatment effect is not constant over time. In this paper, the authors propose an estimator for the cumulative hazard difference under a stratified additive hazards model. The asymptotic properties of the resulting estimator are established, and the finite-sample properties are examined through simulation studies. An application to a liver cirrhosis data set from the Copenhagen Study Group for Liver Diseases is provided.
引用
收藏
页码：724 / 734
页数：11
相关论文
共 50 条
  • [41] On additive-multiplicative hazards model
    Esna-Ashari, Maryam
    Asadi, Majid
    STATISTICS, 2016, 50 (06) : 1421 - 1433
  • [42] Weighted estimating equations for additive hazards models with missing covariates
    Qi, Lihong
    Zhang, Xu
    Sun, Yanqing
    Wang, Lu
    Zhao, Yichuan
    ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS, 2019, 71 (02) : 365 - 387
  • [43] Estimating survival curves under proportional hazards model with covariate measurement errors
    Kong, FH
    Huang, WH
    Li, XM
    SCANDINAVIAN JOURNAL OF STATISTICS, 1998, 25 (04) : 573 - 587
  • [44] Additive Interaction in Survival Analysis Use of the Additive Hazards Model
    Rod, Naja Hulvej
    Lange, Theis
    Andersen, Ingelise
    Marott, Jacob Louis
    Diderichsen, Finn
    EPIDEMIOLOGY, 2012, 23 (05) : 733 - 737
  • [45] ESTIMATING A TREATMENT EFFECT UNDER BIASED SAMPLING
    ROBBINS, H
    ZHANG, CH
    PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 1988, 85 (11) : 3670 - 3672
  • [46] Analysis of competing risks data with missing cause of failure under additive hazards model
    Lu, Wenbin
    Liang, Yu
    STATISTICA SINICA, 2008, 18 (01) : 219 - 234
  • [47] Asymptotics on Semiparametric Analysis of Multivariate Failure Time Data Under the Additive Hazards Model
    Huan-bin Liu~1
    Acta Mathematicae Applicatae Sinica(English Series), 2005, (02) : 237 - 246
  • [48] Asymptotics on semiparametric analysis of multivariate failure time data under the additive hazards model
    Liu H.-B.
    Sun L.-Q.
    Zhu L.-X.
    Acta Mathematicae Applicatae Sinica, 2005, 21 (2) : 237 - 246
  • [49] Regression Analysis of Current Status Data Under the Additive Hazards Model with Auxiliary Covariates
    Feng, Yanqin
    Ma, Ling
    Sun, Jianguo
    SCANDINAVIAN JOURNAL OF STATISTICS, 2015, 42 (01) : 118 - 136
  • [50] Modeling the association of bivariate interval-censored data under the additive hazards model
    Chen, Ling
    Liu, Lei
    Feng, Yanqin
    Sun, Jianguo
    Jiang, Shu
    COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 2025, 54 (02) : 383 - 395
12345