教師資料查詢 | 類別: 期刊論文 | 教師: 范雅燕 Fan Ya-yen (瀏覽個人網頁)

標題:Parameter estimation for Burr type XII distribution with differential evolution and quasi-Newton approaches based on progressively Type I interval-censored samples
學年106
學期1
出版(發表)日期2017/09/01
作品名稱Parameter estimation for Burr type XII distribution with differential evolution and quasi-Newton approaches based on progressively Type I interval-censored samples
作品名稱(其他語言)
著者J Zhu; H Xin; J Sun; Y-Y Fan; C Zheng; T-R Tsai
單位
出版者
著錄名稱、卷期、頁數ICIC Express Letters B 8(9), p.1299-1306
摘要Burr type XII distribution (BXIID) has earned more attention in the few past decades because of the flexibility of distribution shape for model fitting. However, no analytical closed formula solutions of the maximum likelihood estimates (MLEs) of BXIID parameters can be obtained based on progressively type I interval-censored (PTIIC) samples. In this manuscript, the differential evolution algorithm (DE) and quasi-Newton method (QN) are applied to searching the MLEs of BXIID parameters based on PTIIC samples. The performance of DE and QN is evaluated by means of Monte Carlo simulations. Simulation results show that the DE outperforms QN in terms of smaller bias and mean squared error (MSE) of the MLEs.

Parameter estimation for burr type XII distribution with.... Available from: https://www.researchgate.net/publication/319494371_Parameter_estimation_for_burr_type_XII_distribution_with_differential_evolution_and_Quasi-Newton_approaches_based_on_progressively_type_I_interval-censored_samples [accessed May 09 2018].
關鍵字
語言英文
ISSN
期刊性質國外
收錄於
產學合作
通訊作者
審稿制度
國別日本
公開徵稿
出版型式,電子版
相關連結
Google+ 推薦功能,讓全世界都能看到您的推薦!