Arbeitspapier
A new semiparametric approach to analysing conditional income distributions
In this paper we explore the application of structured additive distributional regression for the analysis of conditional income distributions in Germany following the reunification. Using a bootstrapped Kolmogorov-Smirnov test we find that conditional personal income distributions can generally be modelled using the three parameter Dagum distribution. Additionally our results hint at an even more pronounced effect of skill-biased technological change than can be observed by standard mean regression.
- Language
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Englisch
- Bibliographic citation
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Series: SOEPpapers on Multidisciplinary Panel Data Research ; No. 676
- Classification
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Wirtschaft
Estimation: General
Single Equation Models; Single Variables: Cross-Sectional Models; Spatial Models; Treatment Effect Models; Quantile Regressions
Personal Income, Wealth, and Their Distributions
Wage Level and Structure; Wage Differentials
- Subject
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wages
- Event
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Geistige Schöpfung
- (who)
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Sohn, Alexander
Klein, Nadja
Kneib, Thomas
- Event
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Veröffentlichung
- (who)
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Deutsches Institut für Wirtschaftsforschung (DIW)
- (where)
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Berlin
- (when)
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2014
- Handle
- Last update
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10.03.2025, 11:42 AM CET
Data provider
This object is provided by:
ZBW - Deutsche Zentralbibliothek für Wirtschaftswissenschaften - Leibniz-Informationszentrum Wirtschaft. If you have any questions about the object, please contact the data provider.
ZBW - Deutsche Zentralbibliothek für Wirtschaftswissenschaften - Leibniz-Informationszentrum Wirtschaft. If you have any questions about the object, please contact the data provider.
Object type
- Arbeitspapier
Associated
- Sohn, Alexander
- Klein, Nadja
- Kneib, Thomas
- Deutsches Institut für Wirtschaftsforschung (DIW)
Time of origin
- 2014
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