Bayesian Analysis for Accelerated Life Tests Using a Dirichlet Process Weibull Mixture Model

IEEE Transactions on Reliability, pp. 58-67, 2014.

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Abstract:

This study proposes a semiparametric Bayesian approach to accelerated life test (ALT). The proposed accelerated life test model assumes a log-linear lifetime-stress relationship, without making any assumption on the parametric form of the failure-time distribution. A Dirichlet process mixture model with a Weibull kernel is employed to mod...More

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