An Eztended Proportional Hazards-Proportional Odds Model in Accelerated Life Testing

摘要：

In accelerated life testing,statistics-based accelerated models can be divided into parametric models and non-parametric models.Non-parametric models are followed more closely because of the distribution free property.Proportional hazards model and proportional odds model are two widely used nonparametric models.However, the assumptions of these models arc not satisfied sometimes.Many generalized models arc presented based on these models to deal with the cases that the assumptions of these models are violated.One example is the proportional hazardsproportional odds modcl.It makes proportional hazards model and proportional odds model special cases of it through a transformation parameter.This paper extends the proportional hazards-proportional odds model to a more generalized model which reflects time scale changing effects and time varying coefficient effects.Simulations are processed to verify this model.

关键词： eztended proportional hazards-proportional odds model non-parametric model statistics-based accelerated model accelerated life testing

作者: Tingting Huang Tongmin Jiang

作者单位: Department of Systems Engineering Beihang University Beijing 100191,China

会议类型: 国际会议

会议名称: 2009 8th International Conference on Reliability,Maintainability and Safety(第八届中国国际可靠性、维修性、安全性会议)

会议地点: 成都

会议语种:英文

页码: 1173-1176

在线出版日期: 2009-08-24（万方平台首次上网日期，不代表论文的发表时间）