教師資料查詢 | 類別: 期刊論文 | 教師: 蔡宗儒 TZONG-RU TSAI (瀏覽個人網頁)

標題:Reliability inference for the multicomponent system based on progressively type II censored samples from generalized Pareto distributions
學年
學期
出版(發表)日期2020/07/17
作品名稱Reliability inference for the multicomponent system based on progressively type II censored samples from generalized Pareto distributions
作品名稱(其他語言)
著者Lauren Sauer; Yuhlong Lio; Tzong-Ru Tsai
單位
出版者
著錄名稱、卷期、頁數Mathematics 8(7),p.1176
摘要In this paper, the reliability of a k-component system, in which all components are subject to common stress, is considered. The multicomponent system will continue to survive if at least s out of k components’ strength exceed the common stress. The system reliability is investigated by utilizing the maximum likelihood estimator based on progressively type II censored samples from generalized Pareto distributions. The confidence interval of the system reliability can be obtained by using asymptotic normality with Fisher information matrix or bootstrap method approximation. An intensive simulation study is conducted to evaluate the performance of maximum likelihood estimators of the model parameters and system reliability for a variety of cases. For the confidence interval of the system reliability, simulation results indicate the bootstrap method approximation outperforms over the asymptotic normality approximation in terms of coverage probability.
關鍵字bootstrap procedure;delta method;maximum likelihood estimation;stress-strength
語言英文
ISSN
期刊性質國外
收錄於SCI;
產學合作
通訊作者
審稿制度
國別澳洲
公開徵稿
出版型式,電子版,紙本
相關連結
SDGs
  • 優質教育
Google+ 推薦功能,讓全世界都能看到您的推薦!