首页    期刊浏览 2024年11月30日 星期六
登录注册

文章基本信息

  • 标题:TransModel: An R Package for Linear Transformation Model with Censored Data
  • 本地全文:下载
  • 作者:Jie Zhou ; Jiajia Zhang ; Wenbin Lu
  • 期刊名称:Journal of Statistical Software
  • 印刷版ISSN:1548-7660
  • 电子版ISSN:1548-7660
  • 出版年度:2022
  • 卷号:101
  • 页码:1-12
  • DOI:10.18637/jss.v101.i09
  • 语种:English
  • 出版社:University of California, Los Angeles
  • 摘要:Linear transformation models, including the proportional hazards model and proportional odds model, under right censoring were discussed by Chen, Jin, and Ying (2002). The asymptotic variance of the estimator they proposed has a closed form and can be obtained easily by plug-in rules, which improves the computational efficiency. We develop an R package TransModel based on Chen's approach. The detailed usage of the package is discussed, and the function is applied to the Veterans' Administration lung cancer data.
国家哲学社会科学文献中心版权所有