2010Unpublished venueRequires access

E-Bayesian estimation,properties and applications for reliability

Yanzhen Tang

Open publisher page 1 citations

Abstract

This paper,developed a new parameter estimation method,named E-Bayesian estimation method,to reliability of binomial distribution.For different prior distribution,E-Bayesian estimation and hierarchical Bayesian estimation of reliability are given,and properties of E-Bayesian estimation-the relations between the E-Bayesian estimation and hierarchical Bayesian estimation are given.Finally,simulation example is given,show that the provided method is feasible and easy to perform.

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What this paper is about

This paper,developed a new parameter estimation method,named E-Bayesian estimation method,to reliability of binomial distribution.For different prior distribution,E-Bayesian estimation and hierarchical Bayesian estimation of reliability are given,and properties of E-Bayesian estimation-the relations between the E-Bayesian estimation and hierarchical Bayesian estimation are given.Finally,simulation example is given,show that the provided method is feasible and easy to perform.

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Available abstract

This paper,developed a new parameter estimation method,named E-Bayesian estimation method,to reliability of binomial distribution.For different prior distribution,E-Bayesian estimation and hierarchical Bayesian estimation of reliability are given,and properties of E-Bayesian estimation-the relations between the E-Bayesian estimation and hierarchical Bayesian estimation are given.Finally,simulation example is given,show that the provided method is feasible and easy to perform.

Key concepts: Bayes estimator, Bayesian probability, Bayesian average, Estimation, Mathematics, Bayesian hierarchical modeling, Bayesian linear regression, Reliability (semiconductor)

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