Modeling the Incomes of the Upper-Class Group in Malaysia using New Pareto-Type Distribution
-
Published:2022-10-31
Issue:10
Volume:51
Page:3437-3448
-
ISSN:0126-6039
-
Container-title:Sains Malaysiana
-
language:
-
Short-container-title:JSM
Author:
Abd Raof Anis Syazwani,Haron Mohd Azmi,Mohd Safari Muhammad Aslam,Siri Zailan
Abstract
The new Pareto-type distribution has been previously introduced as an alternative to the conventional Pareto distribution in modeling income distribution. It is claimed to provide better flexibility for mathematical simplicity of probability functions and has a more straightforward mathematical form. In this study, the new Pareto-type distribution is used to model the income of the Malaysian upper-class group. The threshold is determined using the fixed proportion technique and the maximum likelihood estimator method is used to estimate the shape parameter. Then, the goodness-of-fit of the fitted new Pareto model is measured using the coefficient of determination, R2 and Kolmogorov–Smirnov statistics. We also measure the income inequality among the Malaysian top income earners using the Lorenz curve, Gini and Theil indices based on the fitted new Pareto model. Finally, the new Pareto distribution is compared to alternative distributions to analyze which model can give the best fit for the data. Our analysis shows that the Pareto type-1 and the new Pareto models are well fitted to the top income data for all years considered. However, the new Pareto model provides better flexibility which covering more incomes in the upper tail of the distribution than the Pareto type-1 model.
Publisher
Penerbit Universiti Kebangsaan Malaysia (UKM Press)
Subject
Multidisciplinary
Cited by
1 articles.
订阅此论文施引文献
订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献