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A Survey of Recent Theoretical Developments in the Econometrics of Panel Data

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  • Baltagi, Badi H
  • Raj, Baldev

Abstract

This paper surveys some recent developments in panel data analysis. In particular, it focuses on the error component model which is popular in panel data applications, and discusses recent advances in its estimation under heteroscedasticity, serial correlation, and a general variance-covariance matrix. It also surveys the extensions of this model to the seemingly unrelated regressions case, and the simultaneous equations case. The dynamic case and the incomplete panel data case are also considered, as well as a host of other miscellaneous extensions. Prediction with this model is briefly surveyed and alternative tests for this model are reviewed. While the bibliography is not exhaustive, this survey should complement previous surveys and should prove useful for researchers working in this area.

Suggested Citation

  • Baltagi, Badi H & Raj, Baldev, 1992. "A Survey of Recent Theoretical Developments in the Econometrics of Panel Data," Empirical Economics, Springer, vol. 17(1), pages 85-109.
    • Handle: RePEc:spr:empeco:v:17:y:1992:i:1:p:85-109
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    Cited by:

    1. Holger Ernst, 1999. "Führen Patentanmeldungen zu einem nachfolgenden Anstieg des Unternehmenserfolges? — Eine Panelanalyse," Schmalenbach Journal of Business Research, Springer, vol. 51(12), pages 1146-1168, December.
    2. Jagjeevan Kanoujiya & Venkata Mrudula Bhimavarapu & Shailesh Rastogi, 2023. "Banks in India: A Balancing Act Between Profitability, Regulation and NPA," Vision, , vol. 27(5), pages 650-660, November.
    3. Athanasia Mavrommati & Athanasios Papadopoulos, 2005. "Measuring advertising intensity and intangible capital in the Greek food industry," Applied Economics, Taylor & Francis Journals, vol. 37(15), pages 1777-1787.
    4. Rim Ben-Ayed, 1993. "Modelisation of the labor demand on a sample of Tunisian industrial firms [Modélisation du comportement d'embauche sur un échantillon d'entreprises tunisiennes]," Working Papers hal-01539096, HAL.
    5. Yaguchi, Yu, 1994. "A panel data approach to the intercountry metaproduction function," ISU General Staff Papers 1994010108000018181, Iowa State University, Department of Economics.
    6. Kiviet, Jan F., 1995. "On bias, inconsistency, and efficiency of various estimators in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 68(1), pages 53-78, July.
    7. G. A. Karathanassis & S. N. Spilioti, 2005. "An empirical application of the clean-surplus valuation model: the case of the Athens Stock Exchange," Applied Financial Economics, Taylor & Francis Journals, vol. 15(14), pages 1031-1036.
    8. Tim Krieger & Daniel Meierrieks, 2010. "Terrorism in the Worlds of Welfare Capitalism," Journal of Conflict Resolution, Peace Science Society (International), vol. 54(6), pages 902-939, December.
    9. G.A. Karathanassis & A.A. Drakos, 2004. "A note on equity ownership and corporate value in Greece," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 25(8), pages 537-547.
    10. Soh, Pek Hooi, 1966- & Roberts, Edward Baer. & International Center for Research on the Management of Technology., 1998. "The effects of social capital on technological performance of the firm : a a longitudinal analysis," Working papers 174-98, Massachusetts Institute of Technology (MIT), Sloan School of Management.
    11. James Kroes & Ravi Subramanian & Ramanath Subramanyam, 2012. "Operational Compliance Levers, Environmental Performance, and Firm Performance Under Cap and Trade Regulation," Manufacturing & Service Operations Management, INFORMS, vol. 14(2), pages 186-201, April.
    12. G. A. Karathanassis & S. N. Spilioti, 2004. "An Empirical Examination of Traditional Equity Valuation Models: The case of the Athens Stock Exchange," European Research Studies Journal, European Research Studies Journal, vol. 0(1-2), pages 133-142.
    13. Henrique Correa da Cunha & Vikkram Singh & Shengkun Xie, 2022. "The Determinants of Outward Foreign Direct Investment from Latin America and the Caribbean: An Integrated Entropy-Based TOPSIS Multiple Regression Analysis Framework," JRFM, MDPI, vol. 15(3), pages 1-22, March.
    14. Rosa M. González-Marrero & Rosa M. Lorenzo-Alegría & Gustavo A. Marrero, 2011. "Gasoline and Diesel Consumption for Road Transport in Spain: a Dynamic Panel Data Approach," Economic Reports 04-2011, FEDEA.
    15. Xi Chen & Ye Luo & Martin Spindler, 2019. "Adaptive Discrete Smoothing for High-Dimensional and Nonlinear Panel Data," Papers 1912.12867, arXiv.org, revised Jan 2020.
    16. Almas Heshmati, 1996. "On the single and multiple time trends representation of technical change," Applied Economics Letters, Taylor & Francis Journals, vol. 3(8), pages 495-499.
    17. Mr. Philippe Egoume Bossogo & Mr. Ankouvi Nayo, 2011. "Feeling The Elephant’s Weight: The Impact of Côte d’Ivoire’s Crisis on WAEMU Trade," IMF Working Papers 2011/080, International Monetary Fund.
    18. Mafoua, Edouard & Hossain, Ferdaus, 2001. "Scope And Scale Economies For Multi-Product Farms: Firm-Level Panel Data Analysis," 2001 Annual meeting, August 5-8, Chicago, IL 20627, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    19. Nerlove, Marc, 1995. "Formulation and Estimation of Econometric Models for Panel Data," Working Papers 197824, University of Maryland, Department of Agricultural and Resource Economics.
    20. Mafoua, Edouard, 2002. "Economies Of Scope And Scale Of Multi-Product U.S. Cash Grain Farms: A Flexible Fixed-Cost Quadratic (Ffcq) Model Analysis," 2002 Annual meeting, July 28-31, Long Beach, CA 19734, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).

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