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Reading: The Generalized Exponential Distribution As a Lifetime Model under Different Loss Functions

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Research Papers

The Generalized Exponential Distribution As a Lifetime Model under Different Loss Functions

Authors:

A Asgharzadeh ,

Department of Statistics, Faculty of Basic Science, University of Mazandaran, P.C. 47416-1467, Babolsar, IRAN
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R Rezaei

Department of Statistics, Faculty of Basic Science, University of Mazandaran, P.C. 47416-1467, Babolsar, IRAN
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Abstract

Bayes estimates of the unknown parameter and the reliability function for the generalized exponential model are derived. Bayes estimates are obtained under various losses such as the squared error, the absolute error, the squared log error, and the entropy loss functions. Monte Carlo simulations are presented to compare the Bayes estimates and the maximum likelihood estimates of the unknown parameter and the reliability function.
DOI: http://doi.org/10.2481/dsj.008-010
How to Cite: Asgharzadeh, A. & Rezaei, R., (2009). The Generalized Exponential Distribution As a Lifetime Model under Different Loss Functions. Data Science Journal. 8, pp.217–225. DOI: http://doi.org/10.2481/dsj.008-010
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Published on 30 Sep 2009.
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