期刊論文
| 學年 | 110 |
|---|---|
| 學期 | 2 |
| 出版（發表）日期 | 2022-04-13 |
| 作品名稱 | Interval estimation for the two-parameter exponential distribution under progressive type II censoring on the Bayesian approach |
| 作品名稱（其他語言） | |
| 著者 | Wu, S. F. |
| 單位 | |
| 出版者 | |
| 著錄名稱、卷期、頁數 | Symmetry 14(4), 808 |
| 摘要 | Under progressive type II censoring, the credible interval estimation and the credible region for parameters of two-parameter exponential distribution based on the Bayesian approach are presented in this paper. Two methods of Bayesian credible region are proposed under a given confidence level. We also presented the predictive interval of the future observation under this type of censoring. In order to compare the performance of our proposed Bayesian credible interval and region with the existing non-Bayesian methods, we conduct a simulation study by the Monte Carlo method to find the corresponding coverage probabilities. This research is related to the topic of asymmetrical probability distributions and applications across disciplines. Finally, one engineering example is used to demonstrate the Bayesian credible interval estimation methods proposed in this paper. |
| 關鍵字 | progressive type II censored sample;two-parameter exponential distribution;Bayesian estimation;interval estimation;credible intervals;credible regions |
| 語言 | en |
| ISSN | 2073-8994 |
| 期刊性質 | 國外 |
| 收錄於 | SCI |
| 產學合作 | |
| 通訊作者 | |
| 審稿制度 | 是 |
| 國別 | CHE |
| 公開徵稿 | |
| 出版型式 | ,電子版 |
| 相關連結 |
機構典藏連結 ( http://tkuir.lib.tku.edu.tw:8080/dspace/handle/987654321/123291 ) |