Some properties of Gamma Burr type X distribution with application

Citation

Khaleel, Mundher Abdullah and Ibrahim, Noor Akma and Shitan, Mahendran and Merovci, Faton (2016) Some properties of Gamma Burr type X distribution with application. In: 2nd International Conference on Mathematical Sciences and Statistics (ICMSS2016), 26-28 Jan. 2016, Kuala Lumpur, Malaysia. (pp. 1-8).

Abstract

We develop a new continuous distribution called the Gamma-Burr type X (GBX) distribution that extends the Burr type X distribution that has increasing, decreasing and bathtub shapes for the hazard function. Various structural properties of this new distribution are provide, that includes the limit behavior, Quantile function and sub-models. From the generalization of the probability density function and cumulative distribution function of this distribution, the expression for the rth moment, moment generating function, Rényi entropy, and the order statistics can be established. We considered the maximum likelihood estimation to estimate the parameters. A real data set is applied to illustrate the usefulness of the GBX distribution. This new distribution will serve as an alternative model to other models available in the literature for modeling positive real data in many areas.

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Additional Metadata

Item Type:	Conference or Workshop Item (Paper)
Divisions:	Faculty of Science Institute for Mathematical Research
DOI Number:	https://doi.org/10.1063/1.4952567
Publisher:	AIP Publishing
Keywords:	Burr type X; GBX distribution; Quantile function; Application
Depositing User:	Nabilah Mustapa
Date Deposited:	26 Sep 2017 03:43
Last Modified:	26 Sep 2017 03:43
Altmetrics:	http://www.altmetric.com/details.php?domain=psasir.upm.edu.my&doi=10.1063/1.4952567
URI:	http://psasir.upm.edu.my/id/eprint/57205
Statistic Details:	View Download Statistic

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