Type II Topp Leone Generalized Inverted Exponential Distribution with Real Data Applications

Al-Jadaani, Sarah H. and Al-Saiary, Zakeia A. (2022) Type II Topp Leone Generalized Inverted Exponential Distribution with Real Data Applications. Asian Journal of Probability and Statistics. pp. 37-51. ISSN 2582-0230

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Abstract

The generalization of standard and generalized distributions has become one of the concerns that the statistical theory depends on to obtain more exible distributions. In this article, a new distribution that is considered a generalization of the generalized inverted exponential distribution called the Type II Topp Leone Generalized Inverted Exponential (TIITLGIE) distribution is introduced. Some statistical properties of this distribution were obtained. The quantile function, median, moments, moment generating function, Reliability function, hazard function, mode, harmonic mean, mean and median deviation are derived. Furthermore, important measures such Rnyi entropy and the Maximum Likelihood (ML) estimation are deduced for parameters. Conduct a Monte Carlo simulation to study behavior of parameter estimates. Finally, applications on three real data sets are discussed.

Item Type: Article
Subjects: Asian Repository > General Subject > Mathematical Science
0 Subject > Mathematical Science
Depositing User: Managing Editor
Date Deposited: 19 Aug 2022 09:59
Last Modified: 19 Aug 2022 09:59
URI: http://eprints.asianrepository.com/id/eprint/3013

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