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논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 저널정보
- 한국자료분석학회 Journal of The Korean Data Analysis Society Journal of The Korean Data Analysis Society 제22권 제1호
- 발행연도
- 2020.1
- 수록면
- 1 - 12 (12page)
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In this paper, we conduct the experiment to estimate three-parameter of the inverted exponentiated Weibull (IEW) distribution. The prior distribution of the model parameters is the gamma distribution. The tests are carried out under progressive type II censoring with binomial removal. Maximum likelihood estimates (MLEs), Bayes estimates are obtained by Newton-Raphson algorithm and Bayes methods. Also, we take survival function and hazard function of the IEW model. Bayesian estimates are derived by the hybrid Markov chain Monte Carlo (MCMC) method using Gibbs sampling with Metropolis-Hastings algorithm and Tierney and Kadane (T-K) approximation. Bayes procedures have loss functions such as the squared error loss (SEL) and the balanced squared error loss (BSEL) function. For comparing results of proposed methods, some simulation experiments are performed with the different censoring schemes.
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참고문헌 (16)
참고문헌 신청
Balakrishnan, N. / 2007 / Progressive censoring methodology : an appraisal / Test: An Official Journal of the Spanish Society of Statistics and Operations Research 16(2):211~259
Chib, S. / 1995 / Understanding the Metropolis-Hastings algorithm / The American Statistician 49(4):327~335
정윤식 / 2018 / Bayesian Estimation of Three-parameter Bathtub Shaped Lifetime Distribution Based on Progressive Type-II Censoring with Binomial Removal / Journal of The Korean Data Analysis Society 20(6):2747~2757
정윤식 / 2013 / Bayesian Inference of Three-parameter Exponentiated Weibull Distribution Based on Progressive Type-II Censoring / Journal of The Korean Data Analysis Society 15(2):585~591
정윤식 / 2011 / Bayesian Estimation for the Half Logistic Distribution Based on Type II Censored Samples / Journal of The Korean Data Analysis Society 13(1):71~79
Chib, S. / 1995 / Understanding the Metropolis-Hastings algorithm / The American Statistician 49(4):327~335
정윤식 / 2018 / Bayesian Estimation of Three-parameter Bathtub Shaped Lifetime Distribution Based on Progressive Type-II Censoring with Binomial Removal / Journal of The Korean Data Analysis Society 20(6):2747~2757
정윤식 / 2013 / Bayesian Inference of Three-parameter Exponentiated Weibull Distribution Based on Progressive Type-II Censoring / Journal of The Korean Data Analysis Society 15(2):585~591
정윤식 / 2011 / Bayesian Estimation for the Half Logistic Distribution Based on Type II Censored Samples / Journal of The Korean Data Analysis Society 13(1):71~79
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