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http://dx.doi.org/10.5351/CKSS.2011.18.5.603

Bayesian Estimations on the Exponentiated Distribution Family with Type-II Right Censoring  

Kim, Yong-Ku (Department of Statistics, Yeungnam University)
Kang, Suk-Bok (Department of Statistics, Yeungnam University)
Seo, Jung-In (Department of Statistics, Yeungnam University)
Publication Information
Communications for Statistical Applications and Methods / v.18, no.5, 2011 , pp. 603-613 More about this Journal
Abstract
Exponentiated distribution has been used in reliability and survival analysis especially when the data is censored. In this paper, we derive Bayesian estimation of the shape parameter, reliability function and failure rate function in the exponentiated distribution family based on Type-II right censored data. We here consider conjugate prior and noninformative prior and corresponding posterior distributions are obtained. As an illustration, the mean square errors of the estimates are computed. Comparisons are made between these estimators using Monte Carlo simulation study.
Keywords
Exponentiated distribution; Type-II right censoring; reliability; Bayesian estimation;
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Times Cited By KSCI : 1  (Citation Analysis)
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