This file is part of IDEAS, which uses RePEc data


[ Papers | Articles | Software | Books | Chapters | Authors | Institutions | JEL Classification | NEP reports | Search | New papers by email | Author registration | Rankings | Volunteers | FAQ | Blog | Help! ]

Simplified Implementation of the Heckman Estimator of the Dynamic Probit Model and a Comparison with Alternative Estimators

Author info | Abstract | Publisher info | Download info | Related research | Statistics
Author Info
Wiji Arulampalam () (University of Warwick and IZA)
Mark B. Stewart () (University of Warwick)

Additional information is available for the following registered author(s):

Abstract

This paper presents a convenient shortcut method for implementing the Heckman estimator of the dynamic random effects probit model using standard software. It then compares the three estimators proposed by Heckman, Orme and Wooldridge based on three alternative approximations, first in an empirical model for the probability of unemployment and then in a set of simple simulation experiments.

Download Info
To download:

If you experience problems downloading a file, check if you have the proper application to view it first. Information about this may be contained in the File-Format links below. 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.

File URL: ftp://repec.iza.org/RePEc/Discussionpaper/dp3039.pdf
File Format: application/pdf
File Function:
Download Restriction: no

Publisher Info
Paper provided by Institute for the Study of Labor (IZA) in its series IZA Discussion Papers with number 3039.

Download reference. The following formats are available: HTML (with abstract), plain text (with abstract), BibTeX, RIS (EndNote, RefMan, ProCite), ReDIF
Length: 21 pages
Date of creation: Sep 2007
Date of revision:
Handle: RePEc:iza:izadps:dp3039

Contact details of provider:
Postal: IZA, P.O. Box 7240, D-53072 Bonn, Germany
Phone: +49 228 3894 223
Fax: +49 228 3894 180
Web page: http://www.iza.org

Order Information:
Postal: IZA, Margard Ody, P.O. Box 7240, D-53072 Bonn, Germany
Email:

For technical questions regarding this item, or to correct its listing, contact: (Mark Fallak).

Related research
Keywords: dynamic discrete choice models; initial conditions; dynamic probit; panel data;

Other versions of this item:

Find related papers by JEL classification:
C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data
C25 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Discrete Regression and Qualitative Choice Models
C13 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: General - - - Estimation
C51 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Model Construction and Estimation

This paper has been announced in the following NEP Reports:

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.:
  1. Wang-Sheng Lee & Umut Oguzoglu, 2007. "Income Support and Stigma Effects for Young Australians," Australian Economic Review, The University of Melbourne, Melbourne Institute of Applied Economic and Social Research, vol. 40(4), pages 369-384, December. [Downloadable!] (restricted)
  2. Stephen Pudney, 2008. "The dynamics of perception: modelling subjective wellbeing in a short panel," Journal Of The Royal Statistical Society Series A, Royal Statistical Society, vol. 171(1), pages 21-40. [Downloadable!] (restricted)
  3. Dorsett, Richard, 1999. "An econometric analysis of smoking prevalence among lone mothers," Journal of Health Economics, Elsevier, vol. 18(4), pages 429-441, August. [Downloadable!] (restricted)
  4. Alessie, Rob & Stefan Hochguertel & Arthur van Soest, 2002. "Ownership of Stocks and Mutual Funds: A Panel Data Analysis," Royal Economic Society Annual Conference 2002 3, Royal Economic Society. [Downloadable!]
    Other versions:
  5. Mundlak, Yair, 1978. "On the Pooling of Time Series and Cross Section Data," Econometrica, Econometric Society, vol. 46(1), pages 69-85, January. [Downloadable!] (restricted)
  6. Bo E. Honoré & Ekaterini Kyriazidou, 2000. "Panel Data Discrete Choice Models with Lagged Dependent Variables," Econometrica, Econometric Society, vol. 68(4), pages 839-874, July.
  7. Andrew Henley, 2004. "Self-Employment Status: The Role of State Dependence and Initial Circumstances," Small Business Economics, Springer, vol. 22(1), pages 67-82, 02. [Downloadable!]
  8. Mark B. Stewart, 2007. "The interrelated dynamics of unemployment and low-wage employment," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(3), pages 511-531. [Downloadable!]
    Other versions:
  9. Rick Audas & Tim Barmby & John Treble, 2004. "Luck, Effort, and Reward in an Organizational Hierarchy," Journal of Labor Economics, University of Chicago Press, vol. 22(2), pages 379-396, April. [Downloadable!]
  10. Thomas Andrén, 2007. "The Persistence of Welfare Participation," IZA Discussion Papers 3100, Institute for the Study of Labor (IZA). [Downloadable!]
    Other versions:
  11. Francisco Requena-Silvente, 2005. "The Decision to Enter and Exit Foreign Markets: Evidence from U.K. SMEs," Small Business Economics, Springer, vol. 25(3), pages 237-253, October. [Downloadable!] (restricted)
  12. Honore, Bo E., 1993. "Orthogonality conditions for Tobit models with fixed effects and lagged dependent variables," Journal of Econometrics, Elsevier, vol. 59(1-2), pages 35-61, September. [Downloadable!] (restricted)
  13. Nicolas Depetris Chauvin & Aart Kraay, 2007. "Who Gets Debt Relief?," Journal of the European Economic Association, MIT Press, vol. 5(2-3), pages 333-342, 04-05. [Downloadable!] (restricted)
    Other versions:
  14. Lorenzo Cappellari & Stephen P. Jenkins, 2008. "The dynamics of social assistance receipt: measurement and modelling issues, with an application to Britain," Working Papers 101, ECINEQ, Society for the Study of Economic Inequality. [Downloadable!]
    Other versions:
  15. Clark, Andrew E. & Etile, Fabrice, 2006. "Don't give up on me baby: Spousal correlation in smoking behaviour," Journal of Health Economics, Elsevier, vol. 25(5), pages 958-978, September. [Downloadable!] (restricted)
    Other versions:
  16. Propper, Carol, 2000. "The demand for private health care in the UK," Journal of Health Economics, Elsevier, vol. 19(6), pages 855-876, November. [Downloadable!] (restricted)
  17. Jeffrey M. Wooldridge, 2005. "Simple solutions to the initial conditions problem in dynamic, nonlinear panel data models with unobserved heterogeneity," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 20(1), pages 39-54. [Downloadable!]
    Other versions:
  18. Dean R. Hyslop, 1999. "State Dependence, Serial Correlation and Heterogeneity in Intertemporal Labor Force Participation of Married Women," Econometrica, Econometric Society, vol. 67(6), pages 1255-1294, November.
  19. Butler, J S & Moffitt, Robert, 1982. "A Computationally Efficient Quadrature Procedure for the One-Factor Multinomial Probit Model," Econometrica, Econometric Society, vol. 50(3), pages 761-64, May. [Downloadable!] (restricted)
  20. Wiji Arulampalam & Sonia Bhalotra, 2003. "Sibling Death Clustering in India: Genuine Scarring vs Unobserved Heterogeneity," Bristol Economics Discussion Papers 03/552, Department of Economics, University of Bristol, UK. [Downloadable!]
  21. Nerlove, Marc, 1971. "Further Evidence on the Estimation of Dynamic Economic Relations from a Time Series of Cross Sections," Econometrica, Econometric Society, vol. 39(2), pages 359-82, March.
    Other versions:
  22. Arulampalam, Wiji & Booth, Alison L & Taylor, Mark P, 2000. "Unemployment Persistence," Oxford Economic Papers, Oxford University Press, vol. 52(1), pages 24-50, January.
    Other versions:
  23. Loudermilk, Margaret S., 2007. "Estimation of Fractional Dependent Variables in Dynamic Panel Data Models With an Application to Firm Dividend Policy," Journal of Business & Economic Statistics, American Statistical Association, vol. 25, pages 462-472, October. [Downloadable!] (restricted)
  24. Andrew B. Bernard & J. Bradford Jensen, 2004. "Why Some Firms Export," The Review of Economics and Statistics, MIT Press, vol. 86(2), pages 561-569, 04. [Downloadable!] (restricted)
    Other versions:
Full references

Cited by:
(explanations, 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.)

  1. Lorenzo Cappellari & Stephen P. Jenkins, 2008. "The dynamics of social assistance receipt: measurement and modelling issues, with an application to Britain," Working Papers 101, ECINEQ, Society for the Study of Economic Inequality. [Downloadable!]
    Other versions:
  2. repec:ese:iserwp: is not listed on IDEAS
  3. Carlos Gradín & Olga Cantó, 2009. "Why are child poverty rates so persistently high in Spain?," Working Papers 123, ECINEQ, Society for the Study of Economic Inequality. [Downloadable!]
  4. Saha, U.R. & Soest, A.H.O. van, 2009. "Infant Mortality in Rural Bangladesh: State Dependence vs. Unobserved Heterogeneity," Discussion Paper 2009-26, Tilburg University, Center for Economic Research. [Downloadable!]
  5. Ken Clark & Nikolaos C. Kanellopoulos, 2009. "Low Pay Persistence in European Countries," SOEPpapers 207, DIW Berlin, The German Socio-Economic Panel (SOEP). [Downloadable!]
    Other versions:
Statistics
Access and download statistics

Did you know? IDEAS also indexes book chapters.

This page was last updated on 2009-11-23.

This information is provided to you by IDEAS at the Department of Economics, College of Liberal Arts and Sciences, University of Connecticut using RePEc data on a server sponsored by the Society for Economic Dynamics.