The Extended Kumaraswamy Model: Properties, Risk Indicators, Risk Analysis, Regression Model, and Applications, By Morad Alizadeh

Research

Title	The Extended Kumaraswamy Model: Properties, Risk Indicators, Risk Analysis, Regression Model, and Applications
Type	Article
Keywords	estimation; Kumaraswamy distribution; regression; risk analysis
Journal	Stats
DOI	https://doi.org/10.3390/stats8030062
Researchers	Morad Alizadeh (First researcher) , Gauss Cordeiro (Second researcher) , Gabriela M. Rodrigues (Third researcher) , Edwin Ortega (Fourth researcher) , Haitham Yousof (Fifth researcher)

Abstract

We propose a new unit distribution, study its properties, and provide an important ap- plication in the field of geology through a set of risk indicators. We test its practicality through two applications to real data, make comparisons with the well-known beta and Ku- maraswamy distributions, and estimate the parameters of the new distribution in different ways. We provide a new regression model and apply it in statistical prediction operations for residence times data.