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Bivariate Unit-Weibull Distribution: Properties and Inference.
- 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]
- Subjects :
- *DISTRIBUTION (Probability theory)
*MONTE Carlo method
*COPULA functions
Subjects
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