分析条件收入分配的一种新的半参数方法

ERN: Semiparametric & Nonparametric Methods (Topic) Pub Date : 2014-03-04 DOI:10.2139/ssrn.2404335

Alexander Sohn, N. Klein, T. Kneib

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引用次数: 4

摘要

在本文中，我们探讨了位置、规模和形状的广义加性模型在德国统一后的条件收入分配分析中的应用。我们发现，条件收入分配通常可以使用三参数Dagum分布来建模，我们的结果暗示，技能偏向的技术变革的影响比标准均值回归所观察到的更为明显。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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A New Semiparametric Approach to Analysing Conditional Income Distributions

In this paper we explore the application of Generalised Additive Models of Location, Scale and Shape for the analysis of conditional income distributions in Germany following the reunification. We find that conditional income distributions can generally be modelled using the three parameter Dagum distribution and our results hint at an even more pronounced effect of skill-biased technological change than can be observed by standard mean regression.

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ERN: Semiparametric & Nonparametric Methods (Topic)

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