Abstract Details
Activity Number:
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495
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Type:
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Contributed
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Date/Time:
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Wednesday, August 7, 2013 : 8:30 AM to 10:20 AM
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Sponsor:
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Section on Bayesian Statistical Science
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Abstract - #308143 |
Title:
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Bayes Estimation of Moran-Downton Bivariate Exponential Distribution Based on Censored Samples
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Author(s):
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Yu-Jau Lin*+ and Yuhlong Lio and Hon Keung Tony Ng
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Companies:
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Chung Yuan Christian University and University of South Dakota and Southern Methodist University
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Keywords:
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gamma distribution ;
beta distribution ;
Markov-chain Monte Carlo ;
order statistics ;
Type-II censoring
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Abstract:
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In this paper, we discuss a Bayesian estimation procedure for the parameters in aMoran-Downton bivariate exponential distribution based on complete and censored samples. A Markov-chain Monte Carlo method is used to obtain the Bayes estimates of the parameters. An intensive simulation experiment is conducted to study the performance of the proposed Bayesian estimation procedure. Discussions and suggestions are provided based on the simulation results. A numerical example is presented to illustrate the Bayesian estimation procedure developed here and some concluding remarks are provided.
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Authors who are presenting talks have a * after their name.
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