Asymptotic Results of Additive-Multiplicative Model with Accelerated Hazard Factor for Survival Data

摘要：

In this paper, we study a general class of additivemultiplicative model with accelerated hazard factor for survival data. This general class model includes some popular classes of models as subclasses. The resulting estimators are proven to be consistent and asymptotically normal under appropriate regularity condition. Weak convergence of the Breslow-type estimator for the cumulative baseline hazard function is also established. Our model may provide a tool to choose modelling more appropriate for a given data set.

关键词： Accelerated hazard model Additive-multiplicative model counting process survival data.

作者: Guoyi Yan Luqin Liu

作者单位: School of Mathematics and Statistics Wuhan University, Wuhan, 430072, P.R.China School of Sciences, School of Mathematics and Statistics Wuhan University, Wuhan, 430072, P.R.China

会议类型: 国际会议

会议名称: 2010 International Conference on Probability and Statistics of the International Institute for General Systems Studies(国际一般系统理论研究会中国概率统计学会第二届学术会议IIGSS-CPS2010)

会议地点: 南京

会议语种:英文

页码: 167-173

在线出版日期: 2010-07-29（万方平台首次上网日期，不代表论文的发表时间）