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Nonparametric Estimation of Labor Supply Functions Generated by Piece Wise Linear Budget Constraints

Author

Listed:
  • Blomquist, S.
  • Newey, W.

Abstract

The basic idea in this paper is that labor supply can be viewed as a function of the entire budget set, so that one way to account non-parametrically for a nonlinear budget set is to estimate a nonparametric regression where the variable in the regression is the budget set. In the special case of a linear budget constraint, this estimator would be the same as nonparametric regression on wage and nonlabor income. Nonlinear budget sets will in general be charac-terized by many variables. An important part of the estimation method is a procedure to reduce the dimensionality of the regression problem.

Suggested Citation

  • Blomquist, S. & Newey, W., 1997. "Nonparametric Estimation of Labor Supply Functions Generated by Piece Wise Linear Budget Constraints," Papers 1997-24, Uppsala - Working Paper Series.
    • Handle: RePEc:fth:uppaal:1997-24
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    Cited by:

    1. van Soest, A.H.O. & Das, J.W.M. & Gong, X., 2000. "A Structural Labor Supply Model with Nonparametric Preferences," Other publications TiSEM 5e6f370d-3e08-48be-8a44-1, Tilburg University, School of Economics and Management.
    2. Blundell, Richard & Macurdy, Thomas, 1999. "Labor supply: A review of alternative approaches," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 27, pages 1559-1695, Elsevier.
    3. Liwen, Chen & Zeng, Xiangquan & Yumei, Yang, 2011. "Rural Labor Absorption Efficiency in Urban Areas under Different Urbanization Patterns and Industrial Structures: The Case of China," IZA Discussion Papers 6189, Institute of Labor Economics (IZA).
    4. van Soest, Arthur & Das, Marcel & Gong, Xiaodong, 2002. "A structural labour supply model with flexible preferences," Journal of Econometrics, Elsevier, vol. 107(1-2), pages 345-374, March.
    5. Leora Friedberg, 2000. "The Labor Supply Effects of the Social Security Earnings Test," The Review of Economics and Statistics, MIT Press, vol. 82(1), pages 48-63, February.

    More about this item

    Keywords

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    JEL classification:

    • C14 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Semiparametric and Nonparametric Methods: General
    • J22 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Time Allocation and Labor Supply
    • H24 - Public Economics - - Taxation, Subsidies, and Revenue - - - Personal Income and Other Nonbusiness Taxes and Subsidies

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