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Abstract Details

Activity Number: 26
Type: Topic Contributed
Date/Time: Sunday, July 29, 2012 : 2:00 PM to 3:50 PM
Sponsor: Section on Bayesian Statistical Science
Abstract - #306620
Title: Bayesian Analysis of Competing Risks in Accelerated Life Testing
Author(s): Sanjib Basu*+
Companies: Northern Illinois University
Address: Division of Statistics, De Kalb, IL, 60115, United States
Keywords: competing risks, accelerated testing, step-stress
Abstract:

A competing risks framework refers to multiple risks acting simultaneously on a subject or on a system which may eventually lead to an event such as a system failure. In the setting of accelerated testing, the subject or system is further exposed to an increasing level of stress, which in turn, may affect the competing risks. We consider a general Bayesian formulation in this setup. A further complication is introduced in this scenario when the causes of failure of some systems are not fully identified. The methodology is illustrated in a numerical example.


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