Advanced Search
MyIDEAS: Login

Fixed Effects Bias in Panel Data Estimators

Contents:

Author Info

  • Buddelmeyer, Hielke

    ()
    (Melbourne Institute of Applied Economic and Social Research)

  • Jensen, Paul H.

    ()
    (University of Melbourne)

  • Oguzoglu, Umut

    ()
    (University of Manitoba)

  • Webster, Elizabeth

    ()
    (University of Melbourne)

Abstract

Since little is known about the degree of bias in estimated fixed effects in panel data models, we run Monte Carlo simulations on a range of different estimators. We find that Anderson-Hsiao IV, Kiviet’s bias-corrected LSDV and GMM estimators all perform well in both short and long panels. However, OLS outperforms the other estimators when the following holds: the cross-section is small (N = 20), the time dimension is short (T = 5) and the coefficient on the lagged dependent variable is large (γ = 0.8).

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://ftp.iza.org/dp3487.pdf
Download Restriction: no

Bibliographic Info

Paper provided by Institute for the Study of Labor (IZA) in its series IZA Discussion Papers with number 3487.

as in new window
Length: 9 pages
Date of creation: May 2008
Date of revision:
Handle: RePEc:iza:izadps:dp3487

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:

Related research

Keywords: fixed effects; panel data; LSDV; dynamic model;

Find related papers by JEL classification:

This paper has been announced in the following NEP Reports:

References

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.:
as in new window
  1. Bulkley, George & Harris, Richard D. F. & Herrerias, Renata, 2004. "Why does book-to-market value of equity forecast cross-section stock returns?," International Review of Financial Analysis, Elsevier, vol. 13(2), pages 153-160.
  2. William Griffiths & Paul H. Jensen & Elizabeth Webster, 2011. "What Creates Abnormal Profits?," Scottish Journal of Political Economy, Scottish Economic Society, vol. 58(3), pages 323-346, 07.
  3. Arellano, Manuel & Bond, Stephen, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," Review of Economic Studies, Wiley Blackwell, vol. 58(2), pages 277-97, April.
  4. Murdock, Jennifer, 2006. "Handling unobserved site characteristics in random utility models of recreation demand," Journal of Environmental Economics and Management, Elsevier, vol. 51(1), pages 1-25, January.
  5. Judson, Ruth A. & Owen, Ann L., 1999. "Estimating dynamic panel data models: a guide for macroeconomists," Economics Letters, Elsevier, vol. 65(1), pages 9-15, October.
Full references (including those not matched with items on IDEAS)

Citations

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

Cited by:
  1. AMENDOLA, Adalgiso & DELL'ANNO, Roberto, 2013. "Social Exclusion and Economic Growth: An Empirical Investigation in European Economies," CELPE Discussion Papers 126, CELPE - Centre of Labour Economics and Economic Policy, University of Salerno, Italy.
  2. Cuaresma, Jesus Crespo & Oberhofer, Harald & Vincelette, Gallina A., 2012. "Firm growth and productivity in Belarus : new empirical evidence from the machine building industry," Policy Research Working Paper Series 6005, The World Bank.
  3. Mohseni-Cheraghlou, Amin, 2013. "Labor markets and mental wellbeing: Labor market conditions and suicides in the United States (1979–2004)," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 45(C), pages 175-186.
  4. Athanasios O. Tagkalakis, 2014. "The direct and indirect effects of audits on the tax revenue in Greece," Economics Bulletin, AccessEcon, vol. 34(2), pages 984-1001.
  5. Abdul Jalil Khan & Parvez Azim & Shabib Haider Syed, 2014. "The Impact of Exchange Rate Volatility on Trade: A Panel Study on Pakistan’s Trading Partners," Lahore Journal of Economics, Department of Economics, The Lahore School of Economics, vol. 19(1), pages 31-66, Jan-June.
  6. Ludwig Reinhard & Steven Li, 2010. "A note on capital structure target adjustment – Indonesian evidence," International Journal of Managerial Finance, Emerald Group Publishing, vol. 6(3), pages 245-259, July.
  7. Zier, Patrick & Petrick, Martin, 2010. "Cap Reform And The Effects Of Direct Payments On Heterogeneous Farm Structures In East Germany," 50st Annual Conference, Braunschweig, Germany, September 29-October 1, 2010 93948, German Association of Agricultural Economists (GEWISOLA).

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:iza:izadps:dp3487. 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: (Mark Fallak).

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.