首页 | 本学科首页   官方微博 | 高级检索  
     检索      


roperties and Applications of Alpha Power Gamma Distribution
Authors:NIU Yulin  YAN Zaizai
Institution:College of Science, Inner Mongolia University of Technology, Hohhot, 010051, China
Abstract:In this paper, the gamma distribution has been extended by adding an extra shape parameter, we refer to the new distribution as alpha power gamma distribution. It is found that the distribution has a relatively flexible hazard rate function. The properties of the new distribution are studied, including explicit expressions for the $s^{\text{th}}$ raw moments, moment generating function and distributions of order statistics are derived. Also, the integral expressions for the entropy, mean residual life and mean waiting time are obtained. The maximum likelihood estimators of the distribution parameters under complete sample are discussed, the Fisher information matrix is derived. Then, the estimation of the parameters under the general progressive type-II censoring is studied. Finally, the real data set is used to illustrate the practicality of the proposed distribution.
Keywords:alpha power transformation  gamma distribution  maximum likelihood estimation  Fisher information matrix  general progressive type-II censoring  
点击此处可从《应用概率统计》浏览原始摘要信息
点击此处可从《应用概率统计》下载免费的PDF全文
设为首页 | 免责声明 | 关于勤云 | 加入收藏

Copyright©北京勤云科技发展有限公司  京ICP备09084417号