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.
- Sprache
-
Englisch
- Erschienen in
-
Series: SOEPpapers on Multidisciplinary Panel Data Research ; No. 676
- Klassifikation
-
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
- Thema
-
wages
- Ereignis
-
Geistige Schöpfung
- (wer)
-
Sohn, Alexander
Klein, Nadja
Kneib, Thomas
- Ereignis
-
Veröffentlichung
- (wer)
-
Deutsches Institut für Wirtschaftsforschung (DIW)
- (wo)
-
Berlin
- (wann)
-
2014
- Handle
- Letzte Aktualisierung
-
10.03.2025, 11:42 MEZ
Datenpartner
Dieses Objekt wird bereitgestellt von:
ZBW - Deutsche Zentralbibliothek für Wirtschaftswissenschaften - Leibniz-Informationszentrum Wirtschaft. Bei Fragen zum Objekt wenden Sie sich bitte an den Datenpartner.
ZBW - Deutsche Zentralbibliothek für Wirtschaftswissenschaften - Leibniz-Informationszentrum Wirtschaft. Bei Fragen zum Objekt wenden Sie sich bitte an den Datenpartner.
Objekttyp
- Arbeitspapier
Beteiligte
- Sohn, Alexander
- Klein, Nadja
- Kneib, Thomas
- Deutsches Institut für Wirtschaftsforschung (DIW)
Entstanden
- 2014
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