A New family of Skew-Normal lifetime Distributions for Industrial Applications

Khorsheed E.; Salinas H.S.; Bakouch H.S.

Keywords: normal distribution, Bias; Maximum likelihood estimation; Mean Square Error; Monte Carlo; Skew

Abstract

In the present article, we provide a new extended form of skew-normal distributions called the Extended Half-Normal (EHN) distribution. It has three parameters rather than one, which increases the flexibility of the distribution in tracking the random phenomena encountered in real-life and industrial applications. We obtain the stochastic representation and some explicit forms of several important properties of the constructed distribution. The problem of statistical inference is examined by using the Maximum Likelihood technique and the software environment R through a simulation study.

Más información

Título según SCOPUS: A New family of Skew-Normal lifetime Distributions for Industrial Applications
Título de la Revista: 2020 International Conference on Data Analytics for Business and Industry: Way Towards a Sustainable Economy, ICDABI 2020
Editorial: Institute of Electrical and Electronics Engineers Inc.
Fecha de publicación: 2020
Idioma: English
DOI:

10.1109/ICDABI51230.2020.9325590

Notas: SCOPUS