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Bayesian Inference in Dependent Right Censoring
Authors:Nasser Davarzani
Institution:Department of Statistics , Payammenoor University , Tehran, Iran
Abstract:In this article, we consider dependent right censoring when the lifetime and censoring variables have a Marshall–Olkin bivariate exponential distribution and obtain MLEs, MMEs and UMVUEs of the unknown parameters. The Bayes estimators as well as the Posterior Regret Gamma Minimax (PRGM) estimators of the parameters of interest under the SEL function are also obtained and a Monte Carlo simulation study is carried out to compare these estimators.
Keywords:Bayes estimation  Dependent right censoring  Lifetime data  Marshall–Olkin bivariate exponential distribution  Posterior regret Gamma minimax estimation  Robust Bayes
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