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A new semiparamtetric approach to analysing Conditional Income Distributions

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  • Sohn, Alexander
  • Klein, Nadja
  • Kneib, Thomas
Abstract
In this paper we explore the possibility of the application of GAMLSS regression techniques for the analysis of 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.

Suggested Citation

  • Sohn, Alexander & Klein, Nadja & Kneib, Thomas, 2014. "A new semiparamtetric approach to analysing Conditional Income Distributions," VfS Annual Conference 2014 (Hamburg): Evidence-based Economic Policy 100630, Verein für Socialpolitik / German Economic Association.
    • Handle: RePEc:zbw:vfsc14:100630
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    References listed on IDEAS

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    Cited by:

    1. Alexander Sohn, 2015. "Beyond Conventional Wage Discrimination Analysis: Assessing Comprehensive Wage Distributions of Males and Females Using Structured Additive Distributional Regression," SOEPpapers on Multidisciplinary Panel Data Research 802, DIW Berlin, The German Socio-Economic Panel (SOEP).

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    More about this item

    JEL classification:

    • C13 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Estimation: General
    • D31 - Microeconomics - - Distribution - - - Personal Income and Wealth Distribution
    • J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials

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