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Inference on the transmuted burr type XII distribution
Joint Authors
Ukashah, Mahmud K.
al-Nadi, Shuruq A.
Source
Journal of al-Azhar University-Gaza : Human sciences
Issue
Vol. 20, Issue (s) (31 Dec. 2018), pp.1057-1080, 24 p.
Publisher
al-Azhar University-Gaza Deanship of Postgraduate Studies & Scientific Research
Publication Date
2018-12-31
Country of Publication
Palestine (Gaza Strip)
No. of Pages
24
Main Subjects
Abstract EN
Burr XII distribution is one of the most important and most widely used distributions for lifetime as well as the wealth data analysis and modeling.
Burr Type XII is a member of a system of continuous distributions introduced by Burr (1942).
Adding parameters to a wellestablished distribution is a time honored device for obtaining more flexible new families of distributions.
In this paper, we derived a new model as a generalization for the Burr XII distribution, namely; the transmuted Burr XII distribution (TBXII).
We discussed the basic characteristics of the TBXII such as the reliability, hazard rate function , rth moment, expectation, variance, median, moment generating function, and the probability density function (pdf) of the rth order statistic.
We also estimated the parameters using the method of moments, Maximum Likelihood Estimation method, Quantile Matching method and maximum goodness-of-fit Method .
We finally applied the TBXII distribution to a simulated dataset and conducted a simulation study to compare methods of the parameters of the TBXII distribution.
As a result, we found that the TBXII distribution have very interesting distributional properties and the estimates of the parameters of the distribution are very good.
The TBXII distribution is a very flexible one and can be particularly applied to heavy tailed datasets such as lifetime data in health and finance.
American Psychological Association (APA)
Ukashah, Mahmud K.& al-Nadi, Shuruq A.. 2018. Inference on the transmuted burr type XII distribution. Journal of al-Azhar University-Gaza : Human sciences،Vol. 20, no. (s), pp.1057-1080.
https://search.emarefa.net/detail/BIM-920247
Modern Language Association (MLA)
Ukashah, Mahmud K.& al-Nadi, Shuruq A.. Inference on the transmuted burr type XII distribution. Journal of al-Azhar University-Gaza : Human sciences Vol. 20, Special issue (2018), pp.1057-1080.
https://search.emarefa.net/detail/BIM-920247
American Medical Association (AMA)
Ukashah, Mahmud K.& al-Nadi, Shuruq A.. Inference on the transmuted burr type XII distribution. Journal of al-Azhar University-Gaza : Human sciences. 2018. Vol. 20, no. (s), pp.1057-1080.
https://search.emarefa.net/detail/BIM-920247
Data Type
Journal Articles
Language
English
Notes
Record ID
BIM-920247