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A Monte Carlo evaluation of discrete choice labour supply models

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  • Lennart Flood
  • Nizamul Islam

Abstract

This paper is based on a Monte Carlo simulation in order to evaluate the properties of the discrete labour supply model. The data is generated by a continuous model and a discrete choice model is estimated assuming a translog utility function. The robustness of the results for different number of points in the discrete choice set, as well as for measurement errors in income and hours are compared. The discrete model produces similar results as the 'true' continuous model and apart from large measurement errors in hours these results are robust.

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Bibliographic Info

Article provided by Taylor & Francis Journals in its journal Applied Economics Letters.

Volume (Year): 12 (2005)
Issue (Month): 5 ()
Pages: 263-266

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Handle: RePEc:taf:apeclt:v:12:y:2005:i:5:p:263-266

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  1. Hoynes, Hilary Williamson, 1996. "Welfare Transfers in Two-Parent Families: Labor Supply and Welfare Participation under AFDC-UP," Econometrica, Econometric Society, vol. 64(2), pages 295-332, March.
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  4. Blomquist, N.S., 1992. "Estimation Methods for Male Labor Supply Functions: How to take Account to Taxes," Papers 1992-7, Uppsala - Working Paper Series.
  5. Ericson, Peter & Flood, Lennart, 1997. "A Monte Carlo Evaluation of Labor Supply Models," Empirical Economics, Springer, vol. 22(3), pages 431-60.
  6. Soest, A.H.O. van & Kooreman, P. & Kapteyn, A.J., 1990. "Coherency and regularity of demand systems with equality and inequality constraints," Discussion Paper 1990-1, Tilburg University, Center for Economic Research.
  7. Thomas MaCurdy & David Green & Harry Paarsch, 1990. "Assessing Empirical Approaches for Analyzing Taxes and Labor Supply," Journal of Human Resources, University of Wisconsin Press, vol. 25(3), pages 415-490.
  8. M. Keane & R. Moffitt, . "A structural model of multiple welfare program participation and labor supply," Institute for Research on Poverty Discussion Papers 1080-96, University of Wisconsin Institute for Research on Poverty.
  9. Soest, A.H.O. van & Das, J.W.M. & Gong, X., 2001. "A Structural Labour Supply Model with Flexible Preferences," Open Access publications from Tilburg University urn:nbn:nl:ui:12-119390, Tilburg University.
  10. Kapteyn, A.J. & Kooreman, P. & Soest, A.H.O. van, 1990. "Quantity rationing and concavity in a flexible household labor supply model," Open Access publications from Tilburg University urn:nbn:nl:ui:12-364376, Tilburg University.
  11. Soest, A.H.O. van, 1992. "Discrete choice models of family labour supply," Discussion Paper 1992-14, Tilburg University, Center for Economic Research.
  12. 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.
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Cited by:
  1. Löffler, Max & Peichl, Andreas & Siegloch, Sebastian, 2013. "Validating Structural Labor Supply Models," Annual Conference 2013 (Duesseldorf): Competition Policy and Regulation in a Global Economic Order 79819, Verein für Socialpolitik / German Economic Association.
  2. Shun-ichiro Bessho & Masayoshi Hayashi, 2011. "Estimating the Social Marginal Cost of Public Funds: A Micro-data Approach," CIRJE F-Series CIRJE-F-817, CIRJE, Faculty of Economics, University of Tokyo.
  3. Shun-ichiro Bessho & Masayoshi Hayashi, 2013. "ntensive Margins, Extensive Margins, and Spousal Allowances in the Japanes e System of Personal Income Taxes: A Discrete Choice Analysis," CIRJE F-Series CIRJE-F-912, CIRJE, Faculty of Economics, University of Tokyo.
  4. Brink, Anne & Nordblom, Katarina & Wahlberg, Roger, 2007. "Maximum Fee vs. Child Benefit: A Welfare Analysis of Swedish Child-Care Fee Reform," IZA Discussion Papers 2748, Institute for the Study of Labor (IZA).
  5. Pacifico, Daniele, 2009. "Modelling Unobserved Heterogeneity in Discrete Choice Models of Labour Supply," MPRA Paper 19030, University Library of Munich, Germany.
  6. Anna Brink & Katarina Nordblom & Roger Wahlberg, 2007. "Maximum fee versus child benefit: a welfare analysis of Swedish child-care fee reform," International Tax and Public Finance, Springer, vol. 14(4), pages 457-480, August.
  7. Bargain, Olivier & Peichl, Andreas, 2013. "Steady-state labor supply elasticities: A survey," ZEW Discussion Papers 13-084, ZEW - Zentrum für Europäische Wirtschaftsforschung / Center for European Economic Research.

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