IDEAS home Printed from https://ideas.repec.org/a/eee/ecolet/v228y2023ics0165176523001842.html
   My bibliography  Save this article

The two-way Hausman and Taylor estimator

Author

Listed:
  • Baltagi, Badi H.

Abstract

This paper reconsiders the two-way Hausman and Taylor (1981) estimator suggested by Wyhowski (1994). The two-way HT estimator allows some but not necessarily all the regressors to be correlated with the individual and time effects. It also allows the estimation of the effects of time-invariant as well as individual-invariant regressors which are wiped out by the two-way fixed effects estimator. Hausman type tests are proposed for this two-way HT regression to test the over-identification conditions implied by the choice of the uncorrelated regressors. This should prove useful for empirical work in this area.

Suggested Citation

  • Baltagi, Badi H., 2023. "The two-way Hausman and Taylor estimator," Economics Letters, Elsevier, vol. 228(C).
    • Handle: RePEc:eee:ecolet:v:228:y:2023:i:c:s0165176523001842
    DOI: 10.1016/j.econlet.2023.111159
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0165176523001842
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.econlet.2023.111159?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Hausman, Jerry A & Taylor, William E, 1981. "Panel Data and Unobservable Individual Effects," Econometrica, Econometric Society, vol. 49(6), pages 1377-1398, November.
    2. Hausman, Jerry, 2015. "Specification tests in econometrics," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 38(2), pages 112-134.
    3. Kang, Suk, 1985. "A note on the equivalence of specification tests in the two-factor multivariate variance components model," Journal of Econometrics, Elsevier, vol. 28(2), pages 193-203, May.
    4. Peter Egger & Michael Pfaffermayr, 2004. "Distance, trade and FDI: a Hausman-Taylor SUR approach," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 19(2), pages 227-246.
    5. Baltagi, Badi H. & Liu, Long, 2012. "The Hausman–Taylor panel data model with serial correlation," Statistics & Probability Letters, Elsevier, vol. 82(7), pages 1401-1406.
    6. Cornwell, Christopher & Rupert, Peter, 1988. "Efficient Estimation with Panel Data: An Empirical Comparison of Instrumental Variables Estimators," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 3(2), pages 149-155, April.
    7. Amemiya, Takeshi & MaCurdy, Thomas E, 1986. "Instrumental-Variable Estimation of an Error-Components Model," Econometrica, Econometric Society, vol. 54(4), pages 869-880, July.
    8. Badi H. Baltagi, 2021. "Econometric Analysis of Panel Data," Springer Texts in Business and Economics, Springer, edition 6, number 978-3-030-53953-5, June.
    9. Wyhowski, Donald J., 1994. "Estimation of a Panel Data Model in the Presence of Correlation Between Regressors and a Two-Way Error Component," Econometric Theory, Cambridge University Press, vol. 10(1), pages 130-139, March.
    10. Breusch, Trevor S & Mizon, Grayham E & Schmidt, Peter, 1989. "Efficient Estimation Using Panel Data," Econometrica, Econometric Society, vol. 57(3), pages 695-700, May.
    11. Yongcheol Shin & Laura Serlenga, 2007. "Gravity models of intra-EU trade: application of the CCEP-HT estimation in heterogeneous panels with unobserved common time-specific factors," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(2), pages 361-381.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Sakari Lähdemäki & Eero Lehto & Eero Mäkynen, 2018. "The Role of Natural Resources and Geography for Productivity in Developed Countries," Working Papers 320, Työn ja talouden tutkimus LABORE, The Labour Institute for Economic Research LABORE.
    2. Badi H. Baltagi & Peter Egger & Michael Pfaffermayr, 2014. "Panel Data Gravity Models of International Trade," CESifo Working Paper Series 4616, CESifo.
    3. Robert Breunig & Syed Hasan & Mosfequs Salehin, 2013. "The Immigrant Wage Gap and Assimilation in Australia: Does Unobserved Heterogeneity Matter?," The Economic Record, The Economic Society of Australia, vol. 89(287), pages 490-507, December.
    4. Ahn, Seung C. & Low, Stuart, 1996. "A reformulation of the Hausman test for regression models with pooled cross-section-time-series data," Journal of Econometrics, Elsevier, vol. 71(1-2), pages 309-319.
    5. Derek Hum & Wayne Simpson, 2002. "Analysis of the Performance of Immigrant Wages Using Panel Data," 10th International Conference on Panel Data, Berlin, July 5-6, 2002 C2-1, International Conferences on Panel Data.
    6. R. Martinez-Espiñeira, 2002. "Residential Water Demand in the Northwest of Spain," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 21(2), pages 161-187, February.
    7. Mitze, Timo & Alecke, Björn & Untiedt, Gerhard, 2008. "Trade, FDI and Cross-Variable Linkages: A German (Macro-)Regional Perspective," MPRA Paper 12245, University Library of Munich, Germany.
    8. Eduardo Fé Rodríguez, 2009. "Adaptive Instrumental Variable Estimation of Heteroskedastic Error Component Models," Economics Discussion Paper Series 0921, Economics, The University of Manchester.
    9. Liang Zhao & Joyce P. Jacobsen, 2006. "Revisiting The Bell Curve Debate Regarding the Effects of Cognitive Ability on Wages," Wesleyan Economics Working Papers 2006-026, Wesleyan University, Department of Economics.
    10. Ahn, Seung C. & Lee, Young H. & Schmidt, Peter, 2013. "Panel data models with multiple time-varying individual effects," Journal of Econometrics, Elsevier, vol. 174(1), pages 1-14.
    11. Arcand, Jean-Louis & d'Hombres, Beatrice, 2006. "Testing for Separation in Agricultural Household Models and Unobservable Household-Specific Effects," MPRA Paper 1863, University Library of Munich, Germany.
    12. Seung Chan Ahn & Hyungsik Roger Moon, 2001. "Large-N and Large-T Properties of Panel Data Estimators and the Hausman Test," 10th International Conference on Panel Data, Berlin, July 5-6, 2002 A6-2, International Conferences on Panel Data.
    13. Mosfequs Salehin & Robert Breunig, 2012. "The immigrant wage gap and assimilation in Australia: the impact of unobserved heterogeneity," CEPR Discussion Papers 661, Centre for Economic Policy Research, Research School of Economics, Australian National University.
    14. Andrew M. Jones & Eddy Van Doorslaer & Teresa Bago D’Uva & Silvia Balia & Lynn Gambin & Cristina Hernández Quevedo & Xander Koolman & Nigel Rice, 2006. "Health and Wealth: Empirical Findings and Political Consequences," Perspektiven der Wirtschaftspolitik, Verein für Socialpolitik, vol. 7(s1), pages 93-112, May.
    15. Yves Guillotin & Patrick Sevestre, 1994. "Estimations de fonctions de gains sur données de panel : endogéneité du capital humain et effets de la sélection," Économie et Prévision, Programme National Persée, vol. 116(5), pages 119-135.
    16. repec:eco:journ1:2014-03-22 is not listed on IDEAS
    17. Baltagi, Badi H. & Liu, Long, 2012. "The Hausman–Taylor panel data model with serial correlation," Statistics & Probability Letters, Elsevier, vol. 82(7), pages 1401-1406.
    18. Schneider, Kerstin, 2005. "Union wage setting and progressive income taxation with heterogeneous labor: theory and evidence from the German income tax reforms 1986-1990," Labour Economics, Elsevier, vol. 12(2), pages 205-222, April.
    19. Jalal El Ouardighi, 2005. "La spécialisation des activités technologiques des régions européennes : une approche empirique de la convergence," Recherches économiques de Louvain, De Boeck Université, vol. 71(3), pages 315-343.
    20. Tangka, F. K. L. & Emerson, R. D. & Jabbar, M. A., 2010. "Crossbred cows and food security: A study of smallholder farm households in the Ethiopian highlands," Research Reports 208728, International Livestock Research Institute.
    21. Yang, Yimin & Schmidt, Peter, 2021. "An econometric approach to the estimation of multi-level models," Journal of Econometrics, Elsevier, vol. 220(2), pages 532-543.

    More about this item

    Keywords

    Two-way error components model; Panel data; Fixed and random effects; Hausman test; Hausman and Taylor estimator.;
    All these keywords.

    JEL classification:

    • C33 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Models with Panel Data; Spatio-temporal Models

    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:eee:ecolet:v:228:y:2023:i:c:s0165176523001842. 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.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc 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 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/ecolet .

    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.