2011Journal of Jiangxi Normal UniversityRequires access

The Bayesian Analysis for Negative Binomial Distribution under a New Loss Function

Li Wei

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Abstract

The Bayesian and hierarchical Bayesian estimators of reliability of negative binomial distribution are obtained,and the E Bayesian estimator is also discussed by E Bayesian approach.Finally,a numberical example is given to compare the former three estmators,and the conlusion shows that the E Bayesian estimator is better than the hierarchical Bayesian estimator.

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What this paper is about

The Bayesian and hierarchical Bayesian estimators of reliability of negative binomial distribution are obtained,and the E Bayesian estimator is also discussed by E Bayesian approach.Finally,a numberical example is given to compare the former three estmators,and the conlusion shows that the E Bayesian estimator is better than the hierarchical Bayesian estimator.

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Available abstract

The Bayesian and hierarchical Bayesian estimators of reliability of negative binomial distribution are obtained,and the E Bayesian estimator is also discussed by E Bayesian approach.Finally,a numberical example is given to compare the former three estmators,and the conlusion shows that the E Bayesian estimator is better than the hierarchical Bayesian estimator.

Key concepts: Bayesian probability, Bayes estimator, Negative binomial distribution, Estimator, Bayesian average, Statistics, Mathematics, Bayesian linear regression

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