IDEAS home Printed from https://ideas.repec.org/p/pri/indrel/160.html

Estimating Autocorrelations in Fixed-Effects Models

Author

Listed:
  • Gary Solon

    (Princeton University)

Abstract

This paper discusses the estimation of serial correlation in fixed-effects models for longitudinal data. Like time series data, longitudinal data often contain serially correlated error terms, but the autocorrelation estimators commonly used for time series, which are consistent as the length of the time series goes to infinity, are not consistent for a short time series as the size of the cross-section goes to infinity. A short time series of a large cross-section, however, is the typical case in longitudinal data. This paper extends Nickell's method of correcting for the inconsistency of autocorrelation estimators by generalizing to higher than first-order autocorrelations and to error processes other than first-order autoregressions. The paper also presents statistical tables that faciliate the identification and estimation of autocorrelation processes in both Nickell's method and an alternative method due to MaCurdy.

Suggested Citation

  • Gary Solon, 1983. "Estimating Autocorrelations in Fixed-Effects Models," Working Papers 540, Princeton University, Department of Economics, Industrial Relations Section..
    • Handle: RePEc:pri:indrel:160
    as

    Download full text from publisher

    File URL: https://dataspace.princeton.edu/bitstream/88435/dsp018623hx738/1/160.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    Citations

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


    Cited by:

    1. is not listed on IDEAS
    2. Christopher L. Foote, 2007. "Space and time in macroeconomic panel data: young workers and state-level unemployment revisited," Working Papers 07-10, Federal Reserve Bank of Boston.
    3. Cook, Philip J. & Ludwig, Jens, 2006. "The social costs of gun ownership," Journal of Public Economics, Elsevier, vol. 90(1-2), pages 379-391, January.
    4. Michael Baker & Emily Hanna & Jasmin Kantarevic, 2004. "The Married Widow: Marriage Penalties Matter!," Journal of the European Economic Association, MIT Press, vol. 2(4), pages 634-664, June.
    5. Lee, Yoonseok, 2012. "Bias in dynamic panel models under time series misspecification," Journal of Econometrics, Elsevier, vol. 169(1), pages 54-60.
    6. Lee Jin Young & Solon Gary, 2011. "The Fragility of Estimated Effects of Unilateral Divorce Laws on Divorce Rates," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 11(1), pages 1-11, August.
    7. Ryo Okui, 2017. "Misspecification in Dynamic Panel Data Models and Model-Free Inferences," The Japanese Economic Review, Japanese Economic Association, vol. 68(3), pages 283-304, September.
    8. Hansen, Christian B., 2007. "Generalized least squares inference in panel and multilevel models with serial correlation and fixed effects," Journal of Econometrics, Elsevier, vol. 140(2), pages 670-694, October.
    9. Gary Solon & Mary Corcoran & Roger H. Gordon & Deborah Laren, 1987. "The Effect of Family Background on Economic Status: A Longitudinal Analysis of Sibling Correlations," NBER Working Papers 2282, National Bureau of Economic Research, Inc.
    10. Michael Baker & Kevin Milligan, 2005. "How Does Job-Protected Maternity Leave Affect Mothers' Employment and Infant Health?," NBER Working Papers 11135, National Bureau of Economic Research, Inc.
    11. Inoue, Atsushi & Solon, Gary, 2006. "A Portmanteau Test For Serially Correlated Errors In Fixed Effects Models," Econometric Theory, Cambridge University Press, vol. 22(5), pages 835-851, October.
    12. Laurence C. Baker, 1995. "HMOs and Fee-For-Service Health Care Expenditures: Evidence from Medicare," NBER Working Papers 5360, National Bureau of Economic Research, Inc.
    13. Hansen, Christian B., 2007. "Asymptotic properties of a robust variance matrix estimator for panel data when T is large," Journal of Econometrics, Elsevier, vol. 141(2), pages 597-620, December.
    14. Anderson, Soren T., 2012. "The demand for ethanol as a gasoline substitute," Journal of Environmental Economics and Management, Elsevier, vol. 63(2), pages 151-168.
    15. Baker, Laurence C., 1997. "The effect of HMOs on fee-for-service health care expenditures: Evidence from Medicare," Journal of Health Economics, Elsevier, vol. 16(4), pages 453-481, August.
    16. Nilsen, Øivind Anti & Vaage, Kjell & Aakvik, Arild & Jacobsen, Karl, 2008. "Estimates of Intergenerational Elasticities Based on Lifetime Earnings," IZA Discussion Papers 3709, Institute of Labor Economics (IZA).
    17. Michael Baker & Kevin Milligan, 2008. "How Does Job-Protected Maternity Leave Affect Mothers' Employment?," Journal of Labor Economics, University of Chicago Press, vol. 26(4), pages 655-691, October.
    18. Marianne Bertrand & Esther Duflo & Sendhil Mullainathan, 2004. "How Much Should We Trust Differences-In-Differences Estimates?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 119(1), pages 249-275.

    More about this item

    JEL classification:

    • M5 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Personnel Economics

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:pri:indrel:160. See general information about how to correct material in RePEc.

    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.

    We have no bibliographic references for this item. You can help adding them by using 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 RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Bobray Bordelon (email available below). General contact details of provider: https://edirc.repec.org/data/irprius.html .

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

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.