A new extension of exponential distribution with statistical properties and applications

Volume 12, Issue 3, pp 135--145 http://dx.doi.org/10.22436/jnsa.012.03.01

Publication Date: October 30, 2018 Submission Date: August 05, 2018 Revision Date: August 28, 2018 Accteptance Date: September 23, 2018

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Authors

Abdullah M. Almarashi - Statistics Department, Faculty of Science, King AbdulAziz University, Jeddah, Kingdom of Saudi Arabia. M. Elgarhy - Vice Presidency for Graduate Studies and Scientific Research, University of Jeddah, Jeddah, KSA. Mamhoud M. Elsehetry - Institute of Statistical Studies and Research (ISSR), Department of Mathematical Statistics, Cairo University, Egypt. B. M. Golam Kibria - Department of Mathematics and Statistics, Florida International University, Miami, FL 33199, USA. Ali Algarni - Statistics Department, Faculty of Science, King AbdulAziz University, Jeddah, Kingdom of Saudi Arabia.

Abstract

A new extension of exponential distribution, named as the \(\textit{Type I half logistic exponential distribution}\) is introduced in this paper. Explicit expressions for the moments, probability weighted, quantile function, mean deviation, order statistics, and Renyi entropy are investigated. Parameter estimates of the new distribution are obtained based on maximum likelihood procedure. Two real data sets are employed to show the usefulness of the new distribution.

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ISRP Style

Abdullah M. Almarashi, M. Elgarhy, Mamhoud M. Elsehetry, B. M. Golam Kibria, Ali Algarni, A new extension of exponential distribution with statistical properties and applications, Journal of Nonlinear Sciences and Applications, 12 (2019), no. 3, 135--145

AMA Style

Almarashi Abdullah M., Elgarhy M., Elsehetry Mamhoud M., Golam Kibria B. M., Algarni Ali, A new extension of exponential distribution with statistical properties and applications. J. Nonlinear Sci. Appl. (2019); 12(3):135--145

Chicago/Turabian Style

Almarashi, Abdullah M., Elgarhy, M., Elsehetry, Mamhoud M., Golam Kibria, B. M., Algarni, Ali. "A new extension of exponential distribution with statistical properties and applications." Journal of Nonlinear Sciences and Applications, 12, no. 3 (2019): 135--145

Keywords

Exponential distribution
maximum likelihood method
moments
order statistics
type I half logistic-G distributions

MSC

60E05
62E10
62N05

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