Open Access iconOpen Access

ARTICLE

crossmark

Extended Rama Distribution: Properties and Applications

Khaldoon M. Alhyasat1,*, Kamarulzaman Ibrahim1, Amer Al-Omari2, Mohd Aftar Abu Bakar1

1 Department of Mathematical Sciences, Faculty of Science and Technology, Universiti Kebangsaan Malaysia, 43600 UKM, Bangi, Selangor, Malaysia
2 Department of Mathematics, Faculty of Science, Al al-Bayt University, Mafraq, Jordan

* Corresponding Author: Khaldoon M. Alhyasat. Email: email

Computer Systems Science and Engineering 2021, 39(1), 55-67. https://doi.org/10.32604/csse.2021.014909

Abstract

In this paper, the Rama distribution (RD) is considered, and a new model called extended Rama distribution (ERD) is suggested. The new model involves the sum of two independent Rama distributed random variables. The probability density function (pdf) and cumulative distribution function (cdf) are obtained and analyzed. It is found that the new model is skewed to the right. Several mathematical and statistical properties are derived and proved. The properties studied include moments, coefficient of variation, coefficient of skewness, coefficient of kurtosis and moment generating function. Some simulations are undertaken to illustrate the behavior of these properties. In addition, the reliability analysis of the distribution is investigated through the hazard rate function, reversed hazard rate function and odds function. The parameter of the distribution is estimated based on the maximum likelihood method. The distributions of order statistics for ERD are also presented. The performance of the suggested model is compared with several other lifetime distributions based on some goodness of fit tests on a real dataset. It turns out that the suggested model is more flexible than its competitors considered in this study, for modeling real lifetime data.

Keywords


Cite This Article

APA Style
Alhyasat, K.M., Ibrahim, K., Al-Omari, A., Bakar, M.A.A. (2021). Extended rama distribution: properties and applications. Computer Systems Science and Engineering, 39(1), 55-67. https://doi.org/10.32604/csse.2021.014909
Vancouver Style
Alhyasat KM, Ibrahim K, Al-Omari A, Bakar MAA. Extended rama distribution: properties and applications. Comput Syst Sci Eng. 2021;39(1):55-67 https://doi.org/10.32604/csse.2021.014909
IEEE Style
K.M. Alhyasat, K. Ibrahim, A. Al-Omari, and M.A.A. Bakar "Extended Rama Distribution: Properties and Applications," Comput. Syst. Sci. Eng., vol. 39, no. 1, pp. 55-67. 2021. https://doi.org/10.32604/csse.2021.014909



cc This work is licensed under a Creative Commons Attribution 4.0 International License , which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
  • 1612

    View

  • 1232

    Download

  • 0

    Like

Share Link