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FIML estimation of a bivariate probit selection rule: an application on firm growth and subsidisation

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  • Reize, Frank

Abstract

This study applies a full information maximum likelihood (FIML) estimator of the sample selection model with bivariate selection rule for the investigation of the impact of subsidised firm foundation from unemployment on employment growth of the firm. The empirical analysis is based on the ZEW Firm Start-up Panel using a cohort of firms founded in 15 labour market districts during 1993 and 1995. Estimation results show that the use of the FIML estimator is clearly warranted, compared to a two-step estimator. The FIML model yields a significant negative impact of bridging allowance on employment growth, whereas the two-step estimator underestimates the impact. --

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Bibliographic Info

Paper provided by ZEW - Zentrum für Europäische Wirtschaftsforschung / Center for European Economic Research in its series ZEW Discussion Papers with number 01-13.

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Date of creation: 2001
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Handle: RePEc:zbw:zewdip:5368

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  1. Fraker, Thomas & Moffitt, Robert, 1988. "The effect of food stamps on labor supply : A bivariate selection model," Journal of Public Economics, Elsevier, vol. 35(1), pages 25-56, February.
  2. Pfeiffer, Friedhelm & Reize, Frank, 1998. "Business Start-ups by the Unemployed - an Econometric Analysis Based on Firm Data," ZEW Discussion Papers 98-38, ZEW - Zentrum für Europäische Wirtschaftsforschung / Center for European Economic Research.
  3. Heckman, James J. & Lalonde, Robert J. & Smith, Jeffrey A., 1999. "The economics and econometrics of active labor market programs," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 31, pages 1865-2097 Elsevier.
  4. Evans, David S., 1986. "Tests of Alternative Theories of Firm Growth," Working Papers 86-36, C.V. Starr Center for Applied Economics, New York University.
  5. Goux, Dominique & Maurin, Eric, 2000. "Returns to firm-provided training: evidence from French worker-firm matched data1," Labour Economics, Elsevier, vol. 7(1), pages 1-19, January.
  6. Harhoff, Dietmar & Stahl, Konrad & Woywode, Michael, 1998. "Legal Form, Growth and Exit of West German Firms--Empirical Results for Manufacturing, Construction, Trade and Service Industries," Journal of Industrial Economics, Wiley Blackwell, vol. 46(4), pages 453-88, December.
  7. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Publishing House "SINERGIA PRESS", vol. 31(3), pages 129-137.
  8. White, Halbert, 1982. "Maximum Likelihood Estimation of Misspecified Models," Econometrica, Econometric Society, vol. 50(1), pages 1-25, January.
  9. Reize, Frank, 2000. "Leaving unemployment for self-employment: a discrete duration analysis of determinants and stability of self-employment among former unemployed," ZEW Discussion Papers 00-26, ZEW - Zentrum für Europäische Wirtschaftsforschung / Center for European Economic Research.
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Cited by:
  1. Almus, Matthias, 2001. "Das Wachstum junger Unternehmen: Eine Bestandsaufnahme 10 Jahre nach der Wiedervereinigung," ZEW Discussion Papers 01-40, ZEW - Zentrum für Europäische Wirtschaftsforschung / Center for European Economic Research.
  2. Hongbin Cai & J. Vernon Henderson & Qinghua Zhang, 2009. "China's Land Market Auctions: Evidence of Corruption," NBER Working Papers 15067, National Bureau of Economic Research, Inc.
  3. Engel, Dirk, 2002. "The Impact of Venture Capital on Firm Growth: An Empirical Investigation," ZEW Discussion Papers 02-02, ZEW - Zentrum für Europäische Wirtschaftsforschung / Center for European Economic Research.
  4. Almus, Matthias, 2001. "Evaluating the impact of public start-up assistance: results from an econometric approach," ZEW Discussion Papers 01-23, ZEW - Zentrum für Europäische Wirtschaftsforschung / Center for European Economic Research.
  5. Engel, Dirk, 2002. "Zur Rolle von Beteiligungskapitalgebern in ihren Portfoliounternehmen: Eine ökonometrische Analyse," ZEW Discussion Papers 02-58, ZEW - Zentrum für Europäische Wirtschaftsforschung / Center for European Economic Research.
  6. Joel Stiebale & Frank Reize, 2008. "The Impact of FDI on Innovation in Target Firms," Ruhr Economic Papers 0050, Rheinisch-Westfälisches Institut für Wirtschaftsforschung, Ruhr-Universität Bochum, Universität Dortmund, Universität Duisburg-Essen.

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