Advanced Search
MyIDEAS: Login

Count Data Models With Variance Of Unknown Form: An Application To A Hedonic Model Of Worker Absenteeism

Contents:

Author Info

  • Miguel A. Delgado
  • Thomas J. Kniesner

Abstract

We examine an econometric model of counts of worker absences due to illness in a sluggishly adjusting hedonic labor market. We compare three estimators that parameterize the conditional variance--least squares, Poisson, and negative binomial pseudo maximum likelihood--to generalized least squares (GLS) using nonparametric estimates of the conditional variance. Our data support the hedonic absenteeism model. Semiparametric GLS coefficients are similar in sign, magnitude, and statistical significance to coefficients where the mean and variance of the errors are specified ex ante. In our data, coefficient estimates are sensitive to a regressor list but not to the econometric technique, including correcting for possible heteroskedasticity of unknown form. © 1997 by the President and Fellows of Harvard College and the Massachusetts Institute of Technology

Download Info

If 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.
File URL: http://www.mitpressjournals.org/doi/pdf/10.1162/003465397556520
Download Restriction: Access to full text is restricted to subscribers.

As the access to this document is restricted, you may want to look for a different version under "Related research" (further below) or search for a different version of it.

Bibliographic Info

Article provided by MIT Press in its journal The Review of Economics and Statistics.

Volume (Year): 79 (1997)
Issue (Month): 1 (February)
Pages: 41-49

as in new window
Handle: RePEc:tpr:restat:v:79:y:1997:i:1:p:41-49

Contact details of provider:
Web page: http://mitpress.mit.edu/journals/

Order Information:
Web: http://mitpress.mit.edu/journal-home.tcl?issn=00346535

Related research

Keywords:

Other versions of this item:

References

No references listed on IDEAS
You can help add them by filling out this form.

Citations

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

Cited by:
  1. Stefan Boes, 2004. "Empirical Likelihood in Count Data Models: The Case of Endogenous Regressors," SOI - Working Papers 0404, Socioeconomic Institute - University of Zurich.
  2. Georges Dionne & Benoit Dostie, 2005. "New Evidence on the Determinants of Absenteeism Using Linked Employer-Employee Data," Cahiers de recherche 05-04, HEC Montréal, Institut d'économie appliquée.
  3. C Green & M Navarro Paniagua, 2010. "Does Raising the School Leaving Age Reduce Teacher Effort? A Note from a Policy Experiment," Working Papers 609674, Lancaster University Management School, Economics Department.
  4. Garcia-Serrano, Carlos & Malo, Miguel A., 2008. "The influence of disability on absenteeism: an empirical analysis using Spanish data," ISER Working Paper Series 2008-29, Institute for Social and Economic Research.
  5. Dionne, Georges & Dostie, Benoit, 2008. "Correlated Poisson Processes with Unobserved Heterogeneity: Estimating the Determinants of Paid and Unpaid Leave," IZA Discussion Papers 3642, Institute for the Study of Labor (IZA).
  6. Ziebarth N & Karlsson M, 2009. "The effects of expanding the generosity of the statutory sickness insurance system," Health, Econometrics and Data Group (HEDG) Working Papers 09/35, HEDG, c/o Department of Economics, University of York.
  7. Störmer, Susi & Fahr, René, 2010. "Individual Determinants of Work Attendance: Evidence on the Role of Personality," IZA Discussion Papers 4927, Institute for the Study of Labor (IZA).
  8. Bradley, Steve & Green, Colin & Leeves, Gareth, 2007. "Worker absence and shirking: Evidence from matched teacher-school data," Labour Economics, Elsevier, vol. 14(3), pages 319-334, June.
  9. Bharati Basu & Felix Famoye, 2004. "Domestic violence against women, and their economic dependence: A count data analysis," Review of Political Economy, Taylor & Francis Journals, vol. 16(4), pages 457-472.
  10. Begoña Álvarez, 2001. "La demanda atendida de consultas médicas y servicios urgentes en España," Investigaciones Economicas, Fundación SEPI, vol. 25(1), pages 93-138, January.
  11. Stefan Boes, 2007. "Count Data Models with Unobserved Heterogeneity: An Empirical Likelihood Approach," SOI - Working Papers 0704, Socioeconomic Institute - University of Zurich.
  12. Harald Pfeifer, 2014. "Absenteeism in Apprenticeships: What Role Do Works Councils Play?," Economics of Education Working Paper Series 0098, University of Zurich, Institute for Strategy and Business Economics (ISU).
  13. Naci Mocan & Duha T. Altindag, 2013. "Salaries and Work Effort: An Analysis of the European Union Parliamentarians," Auburn Economics Working Paper Series auwp2013-02, Department of Economics, Auburn University.

Lists

This item is not listed on Wikipedia, on a reading list or among the top items on IDEAS.

Statistics

Access and download statistics

Corrections

When requesting a correction, please mention this item's handle: RePEc:tpr:restat:v:79:y:1997:i:1:p:41-49. See general information about how to correct material in RePEc.

For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Karie Kirkpatrick).

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 references are entirely missing, you can add them using this form.

If the full references list an item that is present in RePEc, but the system did not link 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 profile, as there may be some citations waiting for confirmation.

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