Nonparametric Estimation with Nonlinear Budget Sets
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.
If you experience problems downloading a file, check if you have the proper application to view it first. In case of further problems read the IDEAS help page. Note that these files are not on the IDEAS site. Please be patient as the files may be large.
As the access to this document is restricted, you may want to look for a different version under "Related research" (further below) or search for a different version of it.
Volume (Year): 70 (2002)
Issue (Month): 6 (November)
|Contact details of provider:|| Phone: 1 212 998 3820|
Fax: 1 212 995 4487
Web page: http://www.econometricsociety.org/
More information through EDIRC
|Order Information:|| Web: https://www.econometricsociety.org/publications/econometrica/access/ordering-back-issues Email: |
References listed on IDEAS
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.:
- Richard Blundell & Alan Duncan & Costas Meghir, 1995.
"Estimating labour supply responses using tax reforms,"
IFS Working Papers
W95/07, Institute for Fiscal Studies.
- Richard Blundell & Alan Duncan & Costas Meghir, 1998. "Estimating Labor Supply Responses Using Tax Reforms," Econometrica, Econometric Society, vol. 66(4), pages 827-862, July.
- Hausman, J.A. & Newey, W.K., 1992.
"Nonparametric Estimation of Exact Consumers Surplus and Deadweight Loss,"
93-2, Massachusetts Institute of Technology (MIT), Department of Economics.
- Hausman, Jerry A & Newey, Whitney K, 1995. "Nonparametric Estimation of Exact Consumers Surplus and Deadweight Loss," Econometrica, Econometric Society, vol. 63(6), pages 1445-76, November.
- Aronsson,T. & Palme,M., 1994.
"A Decade of Tax and Benefit Reforms in Sweden -Effects on Labour Supply, Welfare and Inequality,"
3, Uppsala - Working Paper Series.
- Aronsson, Thomas & Palme, Marten, 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.
- Aronsson, Thomas & Palme, Mårten, 1994. "A Decade of Tax and Benefit Reforms in Sweden - Effects on Labour Supply, Welfare and Inequality," SSE/EFI Working Paper Series in Economics and Finance 18, Stockholm School of Economics.
- Agell, S.A. & Meghir, C., 1995. "Male Labour Supply in Sweden : Are Incentives Important?," Papers 12, Uppsala - Working Paper Series.
- 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.
- 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.
- 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.
- Blomquist, S.N., 1991. "Flexible Functional Forms and Coherency for Labor Supply Models," Papers 1991j, Uppsala - Working Paper Series.
When requesting a correction, please mention this item's handle: RePEc:ecm:emetrp:v:70:y:2002:i:6:p:2455-2480. 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: (Wiley-Blackwell Digital Licensing)or (Christopher F. Baum)
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 references are entirely missing, you can add them using this form.
If the full references list an item that is present in RePEc, but the system did not link 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 profile, as there may be some citations waiting for confirmation.
Please note that corrections may take a couple of weeks to filter through the various RePEc services.