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- Title
Epanechnikov-exponential distribution: properties and applications.
- Authors
Alkhazaalh, Ahmad; Al-Zoubi, Loai
- Abstract
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.
- Subjects
DISTRIBUTION (Probability theory); KERNEL functions; SIMULATION methods &; models; SKEWNESS (Probability theory); ORDER statistics
- Publication
General Mathematics, 2021, Vol 29, Issue 1, p13
- ISSN
1221-5023
- Publication type
Article
- DOI
10.2478/gm-2021-0002