À propos de cet article
Publié en ligne: 30 mars 2022
Pages: 13 - 29
Reçu: 28 sept. 2020
Accepté: 23 nov. 2020
DOI: https://doi.org/10.2478/gm-2021-0002
Mots clés
© 2021 Ahmad Alkhazaalh et al., published by Sciendo
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.
A new continuous distribution is proposed using Epanechnikov kernel function and the exponential distribution. This distribution is called the Epanechnikov-exponential distribution. Some properties of this distribution are studied. A simulation study is conducted to calculate the mean and the standard deviation of this distribution and to investigate the behavior of MLE to conserve the consistency property. An application to a real data set is conducted, it showed that he new distribution is more flexible than the exponential distribution.