Optimal step-stress test under Type-I censoring for multivariate exponential distribution |
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Authors: | Qiang Guan Yincai Tang |
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Affiliation: | 1. School of Finance and Statistics, East China Normal University, Shanghai 200241, China;2. Department of Mathematics and Computer Science, Sanming University, Sanming 365004, China |
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Abstract: | In this paper, we study a k-step-stress accelerated life test under Type-I censoring. The lifetime of the items follows the multivariate exponential distribution and a cumulative exposure model is considered. We derive the maximum likelihood estimators of the model parameters and establish the asymptotic properties of them. The problem of choosing the optimal time is addressed by using V-optimality as well as D-optimality criteria. Finally, some numerical studies are discussed to illustrate the proposed procedures. |
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Keywords: | Marshall&ndash Olkin multivariate exponential distribution D-optimality V-optimality Fisher information Accelerated life-testing Type-I censoring |
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