Proceedings of the Korean Society for Quality Management Conference (한국품질경영학회:학술대회논문집)
- 1998.11a
- /
- Pages.225-232
- /
- 1998
Reliability Estimation of a Two Mixture Exponential Model Using Gibbs sampler
- Kim, Hee-Cheul (Department of Statistics, Dongguk University) ;
- Kim, Pyong-Koo (Department of Quality Control, Chung Cheong College)
- Published : 1998.11.01
Abstract
A Markov Chain Monte Carlo method with data augmentation is developed to compute the features of the posterior distribution. This data augmentation approach facilitates the specification of the transitional measure in the Markov Chain. Bayesian analysis of the mixture exponential model discusses using the Gibbs sampler. Parameter and reliability estimators are obtained. A numerical study is provided.
Keywords