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Robust Estimation of Wage Dispersion with Censored Data: An Application to Occupational Earnings Risk and Risk Attitudes

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  • Pollmann, Daniel

    ()
    (ROA, Maastricht University)

  • Dohmen, Thomas

    ()
    (University of Bonn)

  • Palm, Franz C.

    ()
    (Maastricht University)

Abstract

We present a semiparametric method to estimate group-level dispersion, which is particularly effective in the presence of censored data. We apply this procedure to obtain measures of occupation-specific wage dispersion using top-coded administrative wage data from the German IAB Employment Sample (IABS). We then relate these robust measures of earnings risk to the risk attitudes of individuals working in these occupations. We find that willingness to take risk is positively correlated with the wage dispersion of an individual's occupation.

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Bibliographic Info

Paper provided by Institute for the Study of Labor (IZA) in its series IZA Discussion Papers with number 6447.

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Length: 25 pages
Date of creation: Mar 2012
Date of revision:
Handle: RePEc:iza:izadps:dp6447

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Keywords: dispersion estimation; earnings risk; censoring; quantile regression; occupational choice; sorting; risk preferences; SOEP; IABS;

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Cited by:
  1. De Paola, Maria & Gioia, Francesca, 2013. "Does Patience Matter for Marriage Stability? Some Evidence from Italy," IZA Discussion Papers 7769, Institute for the Study of Labor (IZA).
  2. Rudi Stracke & Wolfgang Höchtl & Rudolf Kerschbamer & Uwe Sunde, 2014. "Optimal prizes in dynamic elimination contests: Theory and experimental evidence," Working Papers, Faculty of Economics and Statistics, University of Innsbruck 2014-08, Faculty of Economics and Statistics, University of Innsbruck.
  3. Fouarge, Didier & Kriechel, Ben & Dohmen, Thomas, 2014. "Occupational Sorting of School Graduates: The Role of Economic Preferences," IZA Discussion Papers 8355, Institute for the Study of Labor (IZA).

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