November 16, 2024
Morad Alizadeh

Morad Alizadeh

Academic Rank: Assistant professor
Address:
Degree: Ph.D in Statistics
Phone: 0
Faculty: Faculty of Intelligent Systems and Data Science

Research

Title The Balakrishnan-Alpha-Beta-Skew-Laplace Distribution: Properties andApplications
Type Article
Keywords
Skew Distribution, Balakrishnan Alpha Skew Laplace Distribution, Bimodal Distribution, Likelihood RatioTest, AIC, BIC
Journal Statistics, Optimization and Information Computing
DOI
Researchers Sricharan Shah (First researcher) , Partha Jyoti Hazarika (Second researcher) , Subrata Chakraburty (Third researcher) , Morad Alizadeh (Fourth researcher)

Abstract

In this paper, a new form of alpha-beta-skew-Laplace distribution is proposed under Balakrishnan [3] mechanismand investigated some of its related distributions. The moments, distributional properties and some extensions of theproposed distribution have also studied. Finally, the suitability and the appropriateness of the proposed distributionhas tested by conducting data fitting experiment and comparing the values of Akaike Information Criterion (AIC) andBayesian Information Criterion (BIC) with the values of some other related distributions. Likelihood Ratio test is used fordiscriminating between the nested models.