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An Additive Hazards Model for Clustered Recurrent Gap Times

机译:集群式间隔时间的加性危害模型

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摘要

In this article,clustered recurrent gap time is investigated.A marginal additive hazards model is proposed without specifying the association of the individuals within the same cluster.The relationship among the gap times for the same individual is also left unspecified.An estimating equation-based inference procedure is developed for the model parameters,and the asymptotic properties of the resulting estimators are established.In addition,a lack-of-fit test is presented to assess the adequacy of the model.The finite sample behavior of the proposed estimators is evaluated through simulation studies,and an application to a clinic study on chronic granulomatous disease (CGD) is illustrated.
机译:本文研究了聚集的间隔时间,提出了一个边际加性危害模型,但没有说明同一集群中个体的关联性,也没有说明相同个体的间隔时间之间的关系。针对模型参数开发了推理程序,并建立了所得估计量的渐近性质。此外,提出了一种缺乏拟合检验来评估模型的充分性。对所提出的估计量的有限样本行为进行了评估通过模拟研究,阐述了其在慢性肉芽肿性疾病(CGD)临床研究中的应用。

著录项

  • 来源
    《系统科学与复杂性:英文版》 |2018年第5期|1377-1390|共14页
  • 作者单位

    School of Applied Science, Beijing Information Science and Technology University, Beijing 100192, China;

    Institute of Applied Mathematics, Academy of Mathematics and Systems Science, Chinese Academy of Sciences,Beijing 100190, China;

    School of Applied Science, Beijing Information Science and Technology University, Beijing 100192, China;

  • 收录信息 中国科学引文数据库(CSCD);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

  • 入库时间 2024-01-27 04:41:51
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