Generalized M-estimation for the accelerated failure time model

• Main Authors: Wang, Siyang, Hu, Tao, Xiang, Liming, Cui, Hengjian
• 其他作者: School of Physical and Mathematical Sciences
• 格式: Article
• 語言: English
• 出版: 2017
• 主題: Accelerated failure time model; Generalized M-estimator
• 在線閱讀: https://hdl.handle.net/10356/85024; http://hdl.handle.net/10220/43609

The accelerated failure time (AFT) model is an important regression tool to study the association between failure time and covariates. In this paper, we propose a robust weighted generalized M (GM) estimation for the AFT model with right-censored data by appropriately using the Kaplan–Meier weights...