文章基本信息

标题：On Modified Burr XII-Inverse Weibull Distribution Development, Properties, Characterizations and Applications
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作者：Fiaz Ahmad Bhatti ; G. G. Hamedani ; Haitham M. Yousof 等
期刊名称：Pakistan Journal of Statistics and Operation Research
印刷版ISSN：2220-5810
出版年度：2020
卷号：16
期号：4
页码：721-735
DOI：10.18187/pjsor.v16i4.2622
语种：English
出版社：College of Statistical and Actuarial Sciences
摘要：A flexible lifetime distribution with increasing, decreasing, inverted bathtub and modified bathtub hazard rate called Modified Burr XII-Inverse Weibull (MBXII-IW) is introduced and studied. The density function of MBXII-IW is exponential, left-skewed, right-skewed and symmetrical shaped. Descriptive measures on the basis of quantiles, moments, order statistics and reliability measures are theoretically established. The MBXII-IW distribution is characterized via different techniques. Parameters of MBXII-IW distribution are estimated using maximum likelihood method. The simulation study is performed to illustrate the performance of the maximum likelihood estimates (MLEs). The potentiality of MBXII-IW distribution is demonstrated by its application to real data sets: serum-reversal times and quarterly earnings.
关键词：Moments;Reliability;Characterizations;Maximum Likelihood Estimation