학술논문

The exponentiated power Ishita distribution: Properties, simulations, regression, and applications.
Document Type
Article
Source
Chilean Journal of Statistics (ChJS). Jun2023, Vol. 14 Issue 1, p65-81. 17p.
Subject
*REGRESSION analysis
*LOGARITHMS
Language
ISSN
0718-7912
Abstract
The new three-parameter exponentiated power Ishita distribution is introduced, and some of its mathematical properties are addressed. Its parameters are estimated by maximum likelihood, and a simulation study examines the accuracy of the estimates. A regression model is constructed based on the logarithm of the proposed distribution. The usefulness of the proposed models is proved by means of two real data sets. [ABSTRACT FROM AUTHOR]