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The Balakrishnan Alpha Skew Laplace Distribution: Properties and Its Applications

Authors :
Shah, Sricharan
Hazarika, Partha Jyoti
Chakraborty, Subrata
Publication Year :
2019

Abstract

In this study by considering Balakrishnan mechanism a new form of alpha skew distribution is proposed and properties are investigated. The suitability of the proposed distribution has tested at the end with appropriate data fitting experiment and then comparing the values of Akaike Information Criterion (AIC), and Bayesian Information Criterion (BIC) with the values of some other related distributions. Likelihood ratio test is carried out for nested models, that is, for Laplace and the proposed distributions. Keywords: Skew Distribution, Alpha-Skew Distribution, Bimodal Distribution, Alpha-Skew-Normal Distribution, Alpha-Skew-Laplace Distribution, Balakrishnan-Alpha-Skew-Normal Distribution

Subjects

Subjects :
Mathematics - Statistics Theory

Details

Database :
arXiv
Publication Type :
Report
Accession number :
edsarx.1910.01084
Document Type :
Working Paper