| Bayesian Estimation and Prediction for Weibull Model with Progressive Censoring | |
|---|---|
| 學年 | 101 |
| 學期 | 1 |
| 出版（發表）日期 | 2012-11-01 |
| 作品名稱 | Bayesian Estimation and Prediction for Weibull Model with Progressive Censoring |
| 作品名稱（其他語言） | |
| 著者 | Huang, Syuan-Rong; Wu, Shuo-Jye |
| 單位 | 淡江大學統計學系 |
| 出版者 | Colchester: Taylor & Francis Ltd. |
| 著錄名稱、卷期、頁數 | Journal of Statistical Computation and Simulation 82(11), pp.1607-1620 |
| 摘要 | This article presents the statistical inferences on Weibull parameters with the data that are progressively type II censored. The maximum likelihood estimators are derived. For incorporation of previous information with current data, the Bayesian approach is considered. We obtain the Bayes estimators under squared error loss with a bivariate prior distribution, and derive the credible intervals for the parameters of Weibull distribution. Also, the Bayes prediction intervals for future observations are obtained in the one- and two-sample cases. The method is shown to be practical, although a computer program is required for its implementation.A numerical example is presented for illustration and some simulation study are performed. |
| 關鍵字 | Bayes estimator;Credible interval;Lindley's approximation;Maximum likelihood estimation;Progressive type II censoring |
| 語言 | en |
| ISSN | 0094-9655 |
| 期刊性質 | 國外 |
| 收錄於 | SCI |
| 產學合作 | |
| 通訊作者 | Huang, Syuan-Rong |
| 審稿制度 | 是 |
| 國別 | GBR |
| 公開徵稿 | |
| 出版型式 | 電子版 紙本 |
| 相關連結 |
機構典藏連結 ( http://tkuir.lib.tku.edu.tw:8080/dspace/handle/987654321/58474 ) |
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