Approximate Bayes estimators applied to the Inverse Gaussian lifetime model

Approximate Bayes estimators applied to the Inverse Gaussian lifetime model

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Article ID: iaor1996656
Country: United States
Volume: 29
Issue: 12
Start Page Number: 39
End Page Number: 47
Publication Date: Jun 1995
Journal: Computers & Mathematics with Applications
Authors: ,
Keywords: simulation: languages & programs
Abstract:

In this paper, Bayesian estimation of the two (unknown) paramerers and reliability function of the Inverse Gaussian distribution are obtained by using the approximation forms of Lindley and Tierney and Kadane. Based on a Monte Carlo simulation, the Bayes estimates using Tierney and Kadane’s approximation form is the best one, as compared with Lindley’s form or maximum likelihood method.

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