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Bivariate Unit-Weibull Distribution: Properties and Inference.

Authors :
Tovar-Falón, Roger
Martínez-Flórez, Guillermo
Páez-Martínez, Luis
Source :
Mathematics (2227-7390). Sep2023, Vol. 11 Issue 17, p3760. 19p.
Publication Year :
2023

Abstract

In this article, we introduce a novel bivariate probability distribution that is absolutely continuous. Considering the Farlie–Gumbel–Morgenstern (FGM) copula and the unit-Weibull distribution, we can obtain a bivariate unit-Weibull distribution. We evaluate the main properties of the new proposal and use two estimation methods to estimate the parameter for the bivariate probability distribution. A brief Monte Carlo simulation study is conducted to assess the behavior of the employed estimation method and the characteristics of the estimators. Ultimately, as an illustration, a real-life application is presented, demonstrating the utility of the proposal. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
22277390
Volume :
11
Issue :
17
Database :
Academic Search Index
Journal :
Mathematics (2227-7390)
Publication Type :
Academic Journal
Accession number :
171857949
Full Text :
https://doi.org/10.3390/math11173760