教師資料查詢 | 類別: 期刊論文 | 教師: 吳碩傑 Wu Shuo-jye (瀏覽個人網頁)

標題:Parameter estimation for the Kumaraswamy distribution based on hybrid censoring
學年106
學期2
出版(發表)日期2018/05/09
作品名稱Parameter estimation for the Kumaraswamy distribution based on hybrid censoring
作品名稱(其他語言)
著者Farha Sultana; Yogesh Mani Tripathi; Manoj Kumar Rastogi; Shuo-Jye Wu
單位
出版者
著錄名稱、卷期、頁數American Journal of Mathematical and Management Sciences 37(3), p.243-261
摘要We consider estimation of unknown parameters of a two-parameter Kumaraswamy distribution with hybrid censored samples. We obtain maximum likelihood estimates using an expectation-maximization algorithm. Bayes estimates are derived under the squared error loss function using different approximation methods. In addition, an importance sampling technique is also discussed. Interval estimation is considered as well. We conduct a simulation study to compare the performance of different estimates, and based on this study, recommendations are made. A real data set and a simulated data set are analyzed for illustration purposes.
關鍵字Bayes estimates;EM algorithm;importance sampling;Lindley method;Tierney and Kadane method
語言英文(美國)
ISSN
期刊性質國外
收錄於EI;
產學合作
通訊作者
審稿制度
國別美國
公開徵稿
出版型式,電子版
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