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Beta-Exponentiated Ishita Distribution and Its Applications

Authors :
Samuel Ugochukwu Enogwe
Gabriel Chuwukwuemeka Ibeh
Source :
Open Journal of Statistics. 11:690-712
Publication Year :
2021
Publisher :
Scientific Research Publishing, Inc., 2021.

Abstract

This article develops a beta-exponentiated Ishita distribution that extends the exponentiated Ishita distribution. Expansions for the cumulative distribution and probability density functions are given. Various properties of the new distribution such as hazard function, moments, cumulants, skewness, kurtosis, mean deviations, Bonferroni and Lorenz curves, Renyi and Tsallis entropies, and stress-strength reliability are discussed. Moment generating function and characteristic function of the new model were derived. Distribution and the moment of order statistic have been derived. The method of maximum likelihood was used for estimation of parameters. The new model is quite flexible in analysing positively skewed data. Two real datasets are used to demonstrate the flexibility of the new distribution.

Details

ISSN :
21617198 and 2161718X
Volume :
11
Database :
OpenAIRE
Journal :
Open Journal of Statistics
Accession number :
edsair.doi...........d93efa0eb0701838e2cbf5d100f9e26a
Full Text :
https://doi.org/10.4236/ojs.2021.115041