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Modelling Lorenz curve

机译:建模洛伦兹曲线

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摘要

There has been a large number of studies in which the scientists have built models for income distributions. As an alternative, some have built models for Lorenz curves. The step from Lorenz curve to distribution function is more difficult than the step from distribution function to Lorenz curve. There is a difference between advanced and simple Lorenz models. Advanced models with several parameters yield a better fit to data, but are difficult to connect to exact income distributions. Simple one-parameter models can more easily be associated with the corresponding income distribution, but when statistical analyses are performed the goodness of fit is often poor. In this study, simple models are considered and the results compared with results obtained by numerical methods without any assumptions concerning the Lorenz model.
机译:已有大量研究为科学家建立了收入分配模型。作为替代方案,有些人已经建立了洛伦兹曲线的模型。从Lorenz曲线到分布函数的步幅比从分布函数到Lorenz曲线的步幅更困难。先进的和简单的Lorenz模型之间有区别。具有多个参数的高级模型可以更好地拟合数据,但是很难与确切的收入分配联系起来。简单的一参数模型可以更容易地与相应的收入分配相关联,但是当进行统计分析时,拟合的优势通常很差。在这项研究中,考虑了简单的模型,并将结果与​​通过数值方法获得的结果进行了比较,而没有任何关于Lorenz模型的假设。

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