IDEAS home Printed from https://ideas.repec.org/p/mit/worpap/99-03.html
   My bibliography  Save this paper

Nonparametric Estimation with Nonlinear Budget Sets

Author

Listed:
  • Soren Blomquist
  • Whitney Newey

Abstract

Choice models with nonlinear budget sets provide a precise way of accounting for the nonlinear tax structures present in many applications. In this paper we propose a nonparametric approach to estimation of these models. The basic idea is to think of the choice, in our case hours of labor supply, as being a function of the entire budget set. Then we can do nonparametric regression where the variable in the regression is the budget set. We reduce the dimensionality of this problem by exploiting structure implied by utility maximization with piecewise linear convex budget sets. This structure leads to estimators where the number of segments can differ across observations and does not affect accuracy. We give consistency and asymptotic normality results for these estimators. The usefulness of the estimator is demonstrated in an empirical example, where we find it has a large impact on estimated effects of the Swedish tax reform. Copyright The Econometric Society 2002.
(This abstract was borrowed from another version of this item.)

Suggested Citation

  • Soren Blomquist & Whitney Newey, 1999. "Nonparametric Estimation with Nonlinear Budget Sets," Working papers 99-03, Massachusetts Institute of Technology (MIT), Department of Economics.
  • Handle: RePEc:mit:worpap:99-03
    as

    Download full text from publisher

    To our knowledge, this item is not available for download. To find whether it is available, there are three options:
    1. Check below whether another version of this item is available online.
    2. Check on the provider's web page whether it is in fact available.
    3. Perform a search for a similarly titled item that would be available.

    Other versions of this item:

    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. 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.
    8. Agell, S.A. & Meghir, C., 1995. "Male Labour Supply in Sweden : Are Incentives Important?," Papers 12, Uppsala - Working Paper Series.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Blomquist, Sören & Newey, Whitney, 1997. "Nonparametric Estimation of Labor Supply Functions Generated by Piece Wise Linear Budget Constraints," Working Paper Series 1997:24, Uppsala University, Department of Economics.
    2. Blomquist, Soren & Eklof, Matias & Newey, Whitney, 2001. "Tax reform evaluation using non-parametric methods: Sweden 1980-1991," Journal of Public Economics, Elsevier, vol. 79(3), pages 543-568, March.
    3. Olivier Bargain & Kristian Orsini & Andreas Peichl, 2014. "Comparing Labor Supply Elasticities in Europe and the United States: New Results," Journal of Human Resources, University of Wisconsin Press, vol. 49(3), pages 723-838.
    4. Olivier Bargain & Kristian Orsini & Andreas Peichl, 2014. "Comparing Labor Supply Elasticities in Europe and the United States: New Results," Journal of Human Resources, University of Wisconsin Press, vol. 49(3), pages 723-838.
    5. Rolf Aaberge & Ugo Colombino, 2014. "Labour Supply Models," Contributions to Economic Analysis, in: Cathal O’Donoghue (ed.), Handbook of Microsimulation Modelling, volume 127, pages 167-221, Emerald Publishing Ltd.
    6. Michiel Evers & Ruud de Mooij & Daniel van Vuuren, 2005. "What explains the variation in estimates of labour supply elasticities?," CPB Discussion Paper 51.rdf, CPB Netherlands Bureau for Economic Policy Analysis.
    7. Olivier Bargain & Andreas Peichl, 2013. "Steady-State Labor Supply Elasticities: An International Comparison," AMSE Working Papers 1322, Aix-Marseille School of Economics, France.
    8. Olivier Bargain & Kristian Orsini & Andreas Peichl, 2012. "Comparing Labor Supply Elasticities in Europe and the US: New Results," Working Papers halshs-00805736, HAL.
    9. Thomas Aronsson & James R. Walker, 2010. "Labor Supply, Tax Base and Public Policy in Sweden," NBER Chapters, in: Reforming the Welfare State: Recovery and Beyond in Sweden, pages 127-158, National Bureau of Economic Research, Inc.
    10. Michael P. Keane, 2011. "Labor Supply and Taxes: A Survey," Journal of Economic Literature, American Economic Association, vol. 49(4), pages 961-1075, December.
    11. Thomas Aronsson & James R. Walker, 1997. "The Effects of Sweden's Welfare State on Labor Supply Incentives," NBER Chapters, in: The Welfare State in Transition: Reforming the Swedish Model, pages 203-266, National Bureau of Economic Research, Inc.
    12. Liang, Che-Yuan, 2012. "Nonparametric structural estimation of labor supply in the presence of censoring," Journal of Public Economics, Elsevier, vol. 96(1), pages 89-103.
    13. Olivier Bargain & Andreas Peichl, 2016. "Own-wage labor supply elasticities: variation across time and estimation methods," IZA Journal of Labor Economics, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 5(1), pages 1-31, December.
    14. Michiel Evers & Ruud Mooij & Daniel Vuuren, 2008. "The Wage Elasticity of Labour Supply: A Synthesis of Empirical Estimates," De Economist, Springer, vol. 156(1), pages 25-43, March.
    15. Bargain, Olivier & Peichl, Andreas, 2013. "Steady-state labor supply elasticities: A survey," ZEW Discussion Papers 13-084, ZEW - Leibniz Centre for European Economic Research.
    16. Jeroen de Joode & Douwe Kingma & Mark Lijesen, 2004. "Energy policies and risks on energy markets; a cost-benefit analysis," CPB Discussion Paper 51, CPB Netherlands Bureau for Economic Policy Analysis.
    17. Hans G. Bloemen & Arie Kapteyn, 2008. "The estimation of utility-consistent labor supply models by means of simulated scores," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 23(4), pages 395-422.
    18. Blomquist, Sören & Simula, Laurent, 2019. "Marginal deadweight loss when the income tax is nonlinear," Journal of Econometrics, Elsevier, vol. 211(1), pages 47-60.
    19. Alberto F. Alesina & Edward L. Glaeser & Bruce Sacerdote, 2006. "Work and Leisure in the U.S. and Europe: Why So Different?," NBER Chapters, in: NBER Macroeconomics Annual 2005, Volume 20, pages 1-100, National Bureau of Economic Research, Inc.
    20. Anil Kumar, 2004. "Taxes, Deadweight Loss and Intertemporal Female Labor Supply: Evidence from Panel Data," Center for Policy Research Working Papers 61, Center for Policy Research, Maxwell School, Syracuse University.

    More about this item

    JEL classification:

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

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:mit:worpap:99-03. See general information about how to correct material in RePEc.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: . General contact details of provider: https://edirc.repec.org/data/edmitus.html .

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Linda Woodbury The email address of this maintainer does not seem to be valid anymore. Please ask Linda Woodbury to update the entry or send us the correct address (email available below). General contact details of provider: https://edirc.repec.org/data/edmitus.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service hosted by the Research Division of the Federal Reserve Bank of St. Louis . RePEc uses bibliographic data supplied by the respective publishers.