教師資料查詢 | 類別: 期刊論文 | 教師: 林千代 Lin Chien-tai (瀏覽個人網頁)

標題:Inference on constant stress accelerated life tests for log-location-scale lifetime distributions with Type-I hybrid censoring
學年107
學期1
出版(發表)日期2019/01/28
作品名稱Inference on constant stress accelerated life tests for log-location-scale lifetime distributions with Type-I hybrid censoring
作品名稱(其他語言)
著者Chien-Tai Lin; Yao-Yu Hsu; Siao-Yu Lee; N. Balakrishnan
單位
出版者
著錄名稱、卷期、頁數Journal of Statistical Computation and Simulation (online)
摘要In this paper, we consider a constant stress accelerated life test terminated by a hybrid Type-I censoring at the first stress level. The model is based on a general log-location-scale lifetime distribution with mean life being a linear function of stress and with constant scale. We obtain the maximum likelihood estimators (MLE) and the approximate maximum likelihood estimators (AMLE) of the model parameters. Approximate confidence intervals, likelihood ratio tests and two bootstrap methods are used to construct confidence intervals for the unknown parameters of the Weibull and lognormal distributions using the MLEs. Finally, a simulation study and two illustrative examples are provided to demonstrate the performance of the developed inferential methods.
關鍵字Approximate maximum likelihood estimation;bootstrap;expected Fisher information matrix;log-linear scale stress relationship;maximum likelihood estimation
語言英文(美國)
ISSN
期刊性質國外
收錄於SCI;
產學合作
通訊作者Chien-Tai Lin
審稿制度
國別美國
公開徵稿
出版型式,電子版
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