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Research Article Open access CC BY 4.0

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

Zakeia A. Al-Saiary, Sarah H. Al-Jadaani

Asian Journal of Probability and Statistics · pp. 37–51 · Published 10 Feb 2022

10.9734/ajpas/2022/v16i230400

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.

Generalized inverted exponential distribution Type II Tope Leone Rnyi entropy maximum likelihood estimation Monte Carlo simulation

Cited by 3

Development of Exponentiated Cosine Topp-Leone Generalized Family of Distributions and its Applications to Lifetime Data

Abdulhameed Ado Osi, Sani Ibrahim Doguwa, Yahaya Abubakar · UMYU Scientifica · 2024

The Type II Topp-Leone Inverse Power Lomax distribution with Simulation and Applications

Adebisi Ade Ogunde, Innocent O. Oseghale, Okechukwu Bridget Nwanyibuife · Journal of Modern Applied Statistical Methods · 2023

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