Generalized M-estimation for the accelerated failure time model

• المؤلفون الرئيسيون: Wang, Siyang, Hu, Tao, Xiang, Liming, Cui, Hengjian
• مؤلفون آخرون: School of Physical and Mathematical Sciences
• التنسيق: مقال
• اللغة: English
• منشور في: 2017
• الموضوعات: Accelerated failure time model; Generalized M-estimator
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/85024; http://hdl.handle.net/10220/43609
• المؤسسة: Nanyang Technological University

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...