Article ID Journal Published Year Pages File Type
7377674 Physica A: Statistical Mechanics and its Applications 2016 10 Pages PDF
Abstract
A new Pareto-type distribution is introduced and studied. This new model is a generalization of the well-known Pareto distribution. We derive some of its probabilistic and inferential properties. We deduce the mathematical form of the Lorenz curve and the Gini index associated with the new model. The maximum likelihood estimators are derived and their performance are evaluated through a Monte Carlo simulation study. Finally, we illustrate the flexibility of the new distribution by means of three applications to real data sets.
Related Topics
Physical Sciences and Engineering Mathematics Mathematical Physics
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