IDEAS home Printed from https://ideas.repec.org/p/tiu/tiutis/82147653-e95c-457b-8bcc-51746658d7f6.html
   My bibliography  Save this paper

The joint estimation of a non-linear labour supply function and a wage equation using simulated response probabilities

Author

Listed:
  • Bloemen, H.G.
  • Kapteyn, A.J.

    (Tilburg University, School of Economics and Management)

Abstract

When applying maximum likelihood estimation in jointly estimating a labour supply function and a wage equation, it may be practically impossible, both analytically and numerically, to calculate the required response probabilities, especially if the model is non-linear. As an alternative, we consider various simulation estimators. In both Monte Carlo experiments and empirical applications the methods are compared to each other and to ML. The methods are computationally feasible and perform well.
(This abstract was borrowed from another version of this item.)

Suggested Citation

  • Bloemen, H.G. & Kapteyn, A.J., 1992. "The joint estimation of a non-linear labour supply function and a wage equation using simulated response probabilities," Other publications TiSEM 82147653-e95c-457b-8bcc-5, Tilburg University, School of Economics and Management.
    • Handle: RePEc:tiu:tiutis:82147653-e95c-457b-8bcc-51746658d7f6
    as

    Download full text from publisher

    File URL: https://pure.uvt.nl/ws/portalfiles/portal/1150508/HGBAK5620783.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Bomhoff, E.J., 1991. "Stability of Velocity in the G-7 Countries : A Kalman Filter Approach," Discussion Paper 1991-18, Tilburg University, Center for Economic Research.
    2. Richard Blundell & John Ham & Costas Meghir, 1989. "Unemployment and Female Labour Supply," Palgrave Macmillan Books, in: Joan Muysken & Chris Neubourg (ed.), Unemployment in Europe, chapter 1, pages 9-36, Palgrave Macmillan.
    3. Lans Bovenberg & Carel Petersen, 1992. "Public debt and pension policy," Fiscal Studies, Institute for Fiscal Studies, vol. 13(3), pages 1-14, August.
    4. Bomze, I.M. & van Damme, E.E.C., 1990. "A dynamical characterization of evolutionarily stable states," Discussion Paper 1990-45, Tilburg University, Center for Economic Research.
    5. van der Ploeg, Frederick, 1988. "International policy coordination in interdependent monetary economies," Journal of International Economics, Elsevier, vol. 25(1-2), pages 1-23, August.
    6. Kapteyn, Arie & de Zeeuw, Aart, 1991. "Changing incentives for economic research in the Netherlands," European Economic Review, Elsevier, vol. 35(2-3), pages 603-611, April.
    7. Baye, Michael R. & Kovenock, Dan & de Vries, Casper G., 1992. "It takes two to tango: Equilibria in a model of sales," Games and Economic Behavior, Elsevier, vol. 4(4), pages 493-510, October.
    8. Hausman, Jerry & Ruud, Paul, 1984. "Family Labor Supply with Taxes," American Economic Review, American Economic Association, vol. 74(2), pages 242-248, May.
    9. Alberto Holly & Jan R. Magnus, 1988. "A Note on Instrumental Variables and Maximum Likelihood Estimation Procedures," Annals of Economics and Statistics, GENES, issue 10, pages 121-138.
    10. Verbeek, Marno & Nijman, Theo, 1992. "Testing for Selectivity Bias in Panel Data Models," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 33(3), pages 681-703, August.
    11. F. Ploeg, 1989. "Disposable income, unemployment, inflation and state spending in a dynamic political-economic model," Public Choice, Springer, vol. 60(3), pages 211-239, March.
    12. Kapteyn, Arie & Kooreman, Peter, 1992. "Household labor supply: What kind of data can tell us how many decision makers there are?," European Economic Review, Elsevier, vol. 36(2-3), pages 365-371, April.
    13. Alessie, Rob & Kapteyn, Arie & Melenberg, Bertrand, 1989. "The effects of liquidity constraints on consumption Estimation from household panel data," European Economic Review, Elsevier, vol. 33(2-3), pages 547-555, March.
    14. Marini, Giancarlo & van der Ploeg, Frederick, 1988. "Monetary and Fiscal Policy in an Optimising Model with Capital Accumulation and Finite Lives," Economic Journal, Royal Economic Society, vol. 98(392), pages 772-786, September.
    15. Nijman, Theo & Verbeek, Marno, 1992. "Nonresponse in Panel Data: The Impact on Estimates of a Life Cycle Consumption Function," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 7(3), pages 243-257, July-Sept.
    16. Eduard J. Bomhoff, 1991. "Stability of Velocity in the Major Industrial Countries: A Kalman Filter Approach," IMF Staff Papers, Palgrave Macmillan, vol. 38(3), pages 626-642, September.
    17. repec:adr:anecst:y:1988:i:10:p:06 is not listed on IDEAS
    18. de Vries, Casper G., 1991. "On the relation between GARCH and stable processes," Journal of Econometrics, Elsevier, vol. 48(3), pages 313-324, June.
    19. Bovenberg, A.L. & Petersen, C., 1992. "Public debt and pension policy," Other publications TiSEM a1c7c616-a820-457e-937b-8, Tilburg University, School of Economics and Management.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Hajivassiliou, Vassilis A. & Ruud, Paul A., 1986. "Classical estimation methods for LDV models using simulation," Handbook of Econometrics, in: R. F. Engle & D. McFadden (ed.), Handbook of Econometrics, edition 1, volume 4, chapter 40, pages 2383-2441, Elsevier.
    2. 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.
    3. Vassilis A. Hajivassiliou, 1991. "Simulation Estimation Methods for Limited Dependent Variable Models," Cowles Foundation Discussion Papers 1007, Cowles Foundation for Research in Economics, Yale University.

    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. Eijffinger, S.C.W., 1993. "Central bank independence in twelve industrial countries," Other publications TiSEM 0401b17a-e2c7-4179-ace9-a, Tilburg University, School of Economics and Management.
    2. Muto, S., 1994. "On licensing policies in Bertrand competition," Other publications TiSEM ef5dd5db-f744-4695-b669-3, Tilburg University, School of Economics and Management.
    3. Zou, L., 1993. "Ownership structure and efficiency : An incentive mechanism approach," Other publications TiSEM a72a05c2-b3f2-47c7-a003-f, Tilburg University, School of Economics and Management.
    4. Härdle, W.K. & Tsybakov, A.B., 1994. "How sensitive are average derivatives?," Other publications TiSEM 07ea66d2-29d5-4ec9-a59d-8, Tilburg University, School of Economics and Management.
    5. Verbeek, M.J.C.M. & Nijman, T.E., 1993. "Incomplete panels and selection bias : A survey," Other publications TiSEM 08061352-957b-4f56-b303-9, Tilburg University, School of Economics and Management.
    6. Karl Wärneryd, 1993. "Anarchy, Uncertainty, And The Emergence Of Property Rights," Economics and Politics, Wiley Blackwell, vol. 5(1), pages 1-14, March.
    7. Bovenberg, A.L. & Goulder, L.H., 1993. "Promoting investment under international capital mobility : An intertemporal general equilibrium analysis," Other publications TiSEM 3d211075-2c03-478d-b657-7, Tilburg University, School of Economics and Management.
    8. Theodore E. Nijman & Roel Beetsma, 1991. "Empirical Tests of a Simple Pricing Model for Sugar Futures," Annals of Economics and Statistics, GENES, issue 24, pages 121-131.
    9. Drost, Feike C & Nijman, Theo E, 1993. "Temporal Aggregation of GARCH Processes," Econometrica, Econometric Society, vol. 61(4), pages 909-927, July.
    10. Eijffinger, Sylvester & van Rixtel, Adrian, 1992. "The Japanese financial system and monetary policy: a descriptive review," Japan and the World Economy, Elsevier, vol. 4(4), pages 291-309, December.
    11. Lemmen, J.J.G. & Eijffinger, S.C.W., 1992. "The degree of financial integration in the European Community," Other publications TiSEM 817a9f5a-e221-40ad-976f-7, Tilburg University, School of Economics and Management.
    12. Borm, Peter & Keiding, H & McLean, R.P. & Oortwijn, S & Tijs, S, 1992. "The Compromise Value for NTU-Games," International Journal of Game Theory, Springer;Game Theory Society, vol. 21(2), pages 175-189.
    13. Bera, A.K. & Lee, S., 1993. "Information matrix test, parameter heterogeneity and ARCH : A synthesis," Other publications TiSEM bf71e9fe-03a8-48f0-8a72-0, Tilburg University, School of Economics and Management.
    14. Verbon, H.A.A. & Verhoeven, M.J.M., 1993. "Decision making on pension schemes under rational expectations," Other publications TiSEM c3143bc8-ccb5-473d-9a6b-3, Tilburg University, School of Economics and Management.
    15. Deschamps, P J, 1993. "Joint Tests for Regularity and Autocorrelation in Allocation Systems," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 8(2), pages 195-211, April-Jun.
    16. Nijman, T.E. & Verbeek, M.J.C.M., 1993. "Nonresponse in panel data : The impact on estimates of a life cycle consumption function," Other publications TiSEM 7e304903-485c-4f36-b13a-f, Tilburg University, School of Economics and Management.
    17. Kapteyn, Arie & Kooreman, Peter & van Soest, Arthur, 1990. "Quantity Rationing and Concavity in a Flexible Household Labor Supply Model," The Review of Economics and Statistics, MIT Press, vol. 72(1), pages 55-62, February.
    18. Peter Kooreman & Arie Kapteyn, 1990. "On the Empirical Implementation of Some Game Theoretic Models of Household Labor Supply," Journal of Human Resources, University of Wisconsin Press, vol. 25(4), pages 584-598.
    19. Bovenberg, A.L., 1994. "Investment-promoting policies in open economies : The importance of intergenerational and international distributional effects," Other publications TiSEM be140a39-7a76-4f99-8a61-2, Tilburg University, School of Economics and Management.
    20. Nijman, T.E. & Palm, F.C., 1990. "Parameter identification in ARMA processes in the presence of regular but incomplete sampling," Other publications TiSEM 708ee84d-487f-48a4-8169-0, Tilburg University, School of Economics and Management.

    More about this item

    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:tiu:tiutis:82147653-e95c-457b-8bcc-51746658d7f6. See general information about how to correct material in RePEc.

    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: Richard Broekman (email available below). General contact details of provider: https://www.tilburguniversity.edu/about/schools/economics-and-management/ .

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

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.