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

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  • 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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    References listed on IDEAS

    as
    1. Richard Blundell & Alan Duncan & Costas Meghir, 1998. "Estimating Labor Supply Responses Using Tax Reforms," Econometrica, Econometric Society, vol. 66(4), pages 827-862, July.
    2. Hausman, Jerry A & Newey, Whitney K, 1995. "Nonparametric Estimation of Exact Consumers Surplus and Deadweight Loss," Econometrica, Econometric Society, vol. 63(6), pages 1445-1476, November.
    3. Aronsson,T. & Palme,M., 1994. "A Decade of Tax and Benefit Reforms in Sweden -Effects on Labour Supply, Welfare and Inequality," Papers 3, Uppsala - Working Paper Series.
    4. Blomquist, S.N., 1991. "Flexible Functional Forms and Coherency for Labor Supply Models," Papers 1991j, Uppsala - Working Paper Series.
    5. Andrews, Donald W. K., 1991. "Asymptotic optimality of generalized CL, cross-validation, and generalized cross-validation in regression with heteroskedastic errors," Journal of Econometrics, Elsevier, vol. 47(2-3), pages 359-377, February.
    6. Blomquist, N. Soren, 1983. "The effect of income taxation on the labor supply of married men in Sweden," Journal of Public Economics, Elsevier, vol. 22(2), pages 169-197, November.
    7. Thomas Aronsson & Mårten Palme, 1998. "A Decade of Tax and Benefit Reforms in Sweden: Effects on Labour Supply, Welfare and Inequality," Economica, London School of Economics and Political Science, vol. 65(257), pages 39-67, February.
    8. N. S. Blomquist & U. Hansson-Brusewitz, 1990. "The Effect of Taxes on Male and Female Labor Supply in Sweden," Journal of Human Resources, University of Wisconsin Press, vol. 25(3), pages 317-357.
    9. Whitney K. Newey, 1995. "Convergence Rates & Asymptotic Normality Estimators," Working papers 95-13, Massachusetts Institute of Technology (MIT), Department of Economics.
    10. Agell, S.A. & Meghir, C., 1995. "Male Labour Supply in Sweden : Are Incentives Important?," Papers 12, Uppsala - Working Paper Series.
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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," Discussion Paper 2000-60, Tilburg University, Center for Economic Research.
    2. 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.
    3. 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.
    4. 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.
    5. Das, M., 2003. "Identification and sequential estimation of panel data models with insufficient exclusion restrictions," Journal of Econometrics, Elsevier, vol. 114(2), pages 297-328, June.
    6. 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).
    7. 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.

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    More about this item

    Keywords

    EVALUATION ; LABOUR MARKET ; SUPPLY ; TAX REFORM;
    All these keywords.

    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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