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Bounds Analysis of Competing Risks: A Nonparametric Evaluation of the Effect of Unemployment Benefits on Imigration in Germany Author info | Abstract | Publisher info | Download info | Related research | Statistics Wilke, Ralf A.
Lo, Simon M. S.
Arntz, Melanie
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In this paper we derive nonparametric bounds for the cumulative incidence curve within a competing risks model with partly identified interval data. As an advantage over earlier attempts our approach also gives valid results in case of dependent competing risks. We apply our framework to empirically evaluate the effect of unemployment benefits on observed migration of unemployed workers in Germany. Our findings weakly indicate that reducing the entitlement length for unemployment benefits increases migration among high-skilled individuals. --
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Paper provided by ZEW - Zentrum für Europäische Wirtschaftsforschung / Center for European Economic Research in its series ZEW Discussion Papers with number
07-049.
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Date of creation: 2007Date of revision:
Handle: RePEc:zbw:zewdip:5875Contact details of provider: Postal: L 7,1; D - 68161 Mannheim Phone: +49/621/1235-01 Fax: +49/621/1235-224 Email: Web page: http://www.zew.de/ More information through EDIRC
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Keywords: cumulative incidence curve ; partially missing data ; bounds analysis ; difference-in-differences ; Other versions of this item:
Find related papers by JEL classification: C14 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: General - - - Semiparametric and Nonparametric Methods J61 - Labor and Demographic Economics - - Mobility, Unemployment, and Vacancies - - - Geographic Labor Mobility; Immigrant Workers C41 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - Duration Analysis
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John Hassler & José V. Rodríguez Mora & Kjetil Storesletten & Fabrizio Zilibotti, 2001.
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"Regional Migration in Spain: The Effect of Personal Characteristics and of Unemployment, Wage and House Price Differentials Using Pooled Cross-Sections ,"
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"How Shortening the Potential Duration of Unemployment Benefits Affects the Duration of Unemployment: Evidence from a Natural Experiment ,"
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Arntz, Melanie & Wilke, Ralf A., 2006.
"Unemployment duration in Germany : individual and regional determinants of local job finding, migration and subsidized employment ,"
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Full
references Cited by : (explanations , Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile , click on "citations" and make appropriate adjustments.)
Ralf Wilke, .
"Unemployment Duration in the United Kingdom: An Incomplete Data Approach ,"
Discussion Papers
09/02, University of Nottingham, School of Economics.
[Downloadable!]
Simon M. S. Lo & Ralf Wilke, .
"A copula model for dependent competing risks ,"
Discussion Papers
09/01, University of Nottingham, School of Economics.
[Downloadable!]
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