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An ordered family of Lorenz curves

机译:洛伦兹曲线的有序族

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摘要

A general method for building parametric-functional families of Lorenz curves, generated from an initial Lorenz curve (which satisfies some regularity conditions) is presented. It is shown that these families can be ordered in a manner which leads to a hierarchy of Lorenz curves. The method starts from a generating Lorenz curve Lo(P) and builds the family by increasing the number of parameters, which can be easily interpreted in terms of the elasticities of Lo(P). The method is applied to a family we term the Pareto family, since they use the Pareto Lorenz curves as their generating curves. The family is shown to contain an important number of classical Lorenz curves used in the existing literature. Several properties of this family are analyzed, these include the population function, inequality measures and Lorenz orderings. A general method for the estimation of these family is given and applied to the Pareto family. Finally, an application is presented for data from various countries. The results are very robust across data sources. The Pareto models fit very well in a number of applications.
机译:提出了一种从初始Lorenz曲线(满足某些规则性条件)生成的参数化功能函数Lorenz曲线族的一般方法。结果表明,这些族可以以导致洛伦兹曲线层次的方式排序。该方法从生成Lorenz曲线Lo(P)开始,并通过增加参数数量来建立族,这可以根据Lo(P)的弹性轻松解释。该方法适用于我们称为Pareto族的族,因为它们使用Pareto Lorenz曲线作为生成曲线。已证明该族包含现有文献中使用的大量经典Lorenz曲线。分析了这个家庭的几个属性,包括人口函数,不平等度量和Lorenz排序。给出了估计这些族的一般方法,并将其应用于帕累托族。最后,提出了一个针对来自不同国家的数据的应用程序。跨数据源的结果非常可靠。 Pareto模型非常适合许多应用。

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