A La Recherche des Moments Perdus: Covariance Models for Unbalanced Panels with Endogenous Death
AbstractWe develop a model for decomposing the covariance structure of panel data on firms into a part due to permanent heterogeneity, a part due to differential histories with unknown ages, and a part due to the evolution of economic shocks to the firm. Our model allows for the endogenous death of firms and correctly handles the problems arising from the estimation of this death process. We implement this model on an unbalanced longitudinal sample of French firms which have both known and unknown ages and histories. For firms with unknown birthdates, we find that the structural autocorrelation in employment, compensation and capital is dominated by the part due to initial heterogeneity and random growth rates. Serial correlation in the periodic shocks is less important. For these firms, profitability, value-added and indebtedness have processes in which the heterogeneity components are less important. Firms with known birthdates and histories (which are younger than the censored firms) have autocorrelation structures dominated by the heterogeneity.
Download InfoIf 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.
Bibliographic InfoPaper provided by National Bureau of Economic Research, Inc in its series NBER Technical Working Papers with number 0180.
Date of creation: May 1995
Date of revision:
Note: LS PR
Contact details of provider:
Postal: National Bureau of Economic Research, 1050 Massachusetts Avenue Cambridge, MA 02138, U.S.A.
Web page: http://www.nber.org
More information through EDIRC
Find related papers by JEL classification:
- C33 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Models with Panel Data; Spatio-temporal Models
- J0 - Labor and Demographic Economics - - General
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.:
- Dunne, Timothy & Roberts, Mark J & Samuelson, Larry, 1989.
"Plant Turnover and Gross Employment Flows in the U.S. Manufacturing Sector,"
Journal of Labor Economics,
University of Chicago Press, vol. 7(1), pages 48-71, January.
- Dunne, T. & Roberts, M.J. & Samuelson L., 1988. "Plant Turnover And Gross Employment Flows In The U.S. Manufacturing Sector," Papers 9-87-7, Pennsylvania State - Department of Economics.
- Steven J. Davis & John Haltiwanger, 1990. "Gross Job Creation and Destruction: Microeconomic Evidence and Macroeconomic Implications," NBER Chapters, in: NBER Macroeconomics Annual 1990, Volume 5, pages 123-186 National Bureau of Economic Research, Inc.
- Verbeek, M. & Nijman, T., 1992.
"Incomplete Panels and Selection Bias: A Survey,"
9207, Tilburg - Center for Economic Research.
- John M. Abowd & Francis Kramarz & Antoine Moreau, 1995.
"Product Quality and Worker Quality,"
NBER Working Papers
5077, National Bureau of Economic Research, Inc.
- repec:dgr:uvatin:2098033 is not listed on IDEAS
- Winter, Joachim, 1998.
"Does Firms` Financial Status Affect Plant-Level Investment and Exit Decision,"
Sonderforschungsbereich 504 Publications
98-48, Sonderforschungsbereich 504, Universität Mannheim & Sonderforschungsbereich 504, University of Mannheim.
- Joachim K Winter, 1999. "Does Firms' Financial Status Affect Plant-Level Investment and Exit Decisions?," Working Papers 99-3, Center for Economic Studies, U.S. Census Bureau.
- Bhattacharjee, A. & Higson, C. & Holly, S. & Kattuman, P., 2004. "Business Failure in UK and US Quoted Firms: Impact of Macroeconomic Instability and the Role of Legal Institutions," Cambridge Working Papers in Economics 0420, Faculty of Economics, University of Cambridge.
- Keisuke Hirano & Guido W. Imbens & Geert Ridder & Donald B. Rubin, 1998.
"Combining Panel Data Sets with Attrition and Refreshment Samples,"
Tinbergen Institute Discussion Papers
98-033/4, Tinbergen Institute.
- Keisuke Hirano & Guido W. Imbens & Geert Ridder & Donald B. Rubin, 2001. "Combining Panel Data Sets with Attrition and Refreshment Samples," Econometrica, Econometric Society, vol. 69(6), pages 1645-1659, November.
- Keisuke Hirano & Guido W. Imbens & Geert Ridder & Donald B. Rebin, 1998. "Combining Panel Data Sets with Attrition and Refreshment Samples," NBER Technical Working Papers 0230, National Bureau of Economic Research, Inc.
- Keisuke Hirano & Guido W. Imbens & Geert Ridder & Donald B. Rubin, 1998. "Combining Panel Data Sets with Attrition and Refreshment Samples," Tinbergen Institute Discussion Papers 98-033/4, Tinbergen Institute.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: ().
If references are entirely missing, you can add them using this form.