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Misspecified heterogeneity in panel data models

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Abstract

In this paper we analyse systematically through Monte Carlo simulations the consequences of misspecified heterogeneity on the most popular linear panel data models. We also illustrate our findings, through the estimation of a well known investment demand model.

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References

  • Balestra, P. [1992]:Fixed Effect Models and Fixed Coefficient Models; in Mátyás and Sevestre (eds.): The Econometrics of Panel Data, Kluwer Academic Publishers. Dordrecht, Boston, London.

    Google Scholar 

  • Baltagi, B. H. [1986]: Pooling Under Misspecification: Some Monte Carlo Evidence on the Kmenta and the Error Components Techniques;Econometric Theory, 2, pp. 429–440.

    Google Scholar 

  • Baltagi, B. H. [1992]:Specification Issues; in Mátyás and Sevestre (eds.): The Econometrics of Panel Data, Kluwer Academic Publishers, Dordrecht, Boston, London.

    Google Scholar 

  • Baltagi, B. H., Chang, Y. J. andQ. Li [1992]: Monte Carlo Results on Several New and Existing Tests for the Error Component Model;Journal of Econometrics, 54, pp. 95–120.

    Article  MATH  Google Scholar 

  • Boot, J. andG. deWitt [1960]: Investment Demand: An Empirical Contribution to the Aggregation Problem;International Economic Review, 1, pp. 3–30.

    Article  MATH  Google Scholar 

  • Breusch, T. S. [1987]: Maximum Likelihood Estimation of Random Effects Models;Journal of Econometrics, 36, pp. 383–389.

    Article  MathSciNet  MATH  Google Scholar 

  • Breusch, T. S. andA. R. Pagan [1980]: The Lagrange Multiplier Test and its Applications to Model Specification in Econometrics;Review of Economic Studies, XLVII, pp. 239–253.

    MathSciNet  Google Scholar 

  • Deschamps P. J. [1991]: On the Estimated Variances of Regression Coefficients in Misspecified Error Components Models;Econometric Theory, 7, pp. 369–384.

    Article  MathSciNet  Google Scholar 

  • Gourieroux, C. andA. Monfort [1989]:Statistique et Modèles Économetriques; Economica, Paris, 1989.

    Google Scholar 

  • Gourieroux, C., Holly, A. andMonfort, A. [1982]: Likelihood Ratio Test, Wald Test, and Kuhn-Tucker Test in Linear Models with Inequality Constraints on the Regression Parameters;Econometrica, 50, pp. 63–80.

    Article  MathSciNet  MATH  Google Scholar 

  • Greene, W. H. [1992]:LIMDEP, Version 6.0; User's Manual and Reference Guide.

  • Greene, W. H. [1993]:Econometric Analysis; Macmillan Publishing Company, New York.

    Google Scholar 

  • Grunfeld, Y. [1958]:The Determinants of Corporate Investment; Department of Economics, University of Chicago.

  • Grunfeld, Y. andZ. Griliches [1960]: Is Aggregation Necessarily Bad?;Review of Economics and Statitistics, 42, pp. 1–13.

    Article  Google Scholar 

  • Honda, Y. [1985]: Testing the Error Components Model with Non-Normal Disturbances;Review of Economic Studies, 52, pp. 681–690.

    Article  MathSciNet  MATH  Google Scholar 

  • Hsiao, C. [1986]:Analysis of Panel Data; Econometric Society Monographs, Cambridge University Press, Cambridge, New York, Sydney.

    MATH  Google Scholar 

  • Hsiao, C. [1992]:Random Coefficients Models; in Mátyás and Sevestre (eds.): The Econometrics of Panel Data, Kluwer Academic Publishers, Dordrecht, Boston, London.

    Google Scholar 

  • Maddala, G. S. [1981]:Econometrics; McGraw-Hill, 3rd edition.

  • Mátyás, L. andP. Sevestre (eds.) [1992]:The Econometrics of Panel Data; Kluwer Academic Publishers, Dordrecht, Boston, London.

    MATH  Google Scholar 

  • Mátyás, L. [1992]:Error Components Models; in Mátyás and Sevestre (eds.): The Econometrics of Panel Data, Kluwer Academic Publishers, Dordrecht, Boston, London.

    Google Scholar 

  • Moulton, B. R. andW. C. Randolph [1989]: Alternative Tests of the Error Components Model;Econometrica, 57, pp. 685–693.

    Article  MathSciNet  MATH  Google Scholar 

  • Oberhofer, W. andJ. Kmenta [1974]: A General Procedure for Obtaining Maximum Likelihood Estimates in Generalized Regression Models;Econometrica, 49, pp. 579–590.

    Article  MathSciNet  Google Scholar 

  • Swamy, P. A. V. B. [1970]: Efficient Inference in Random Coefficient Regression Models;Econometrica, 38, pp. 311–323.

    Article  MathSciNet  MATH  Google Scholar 

  • Swamy, P. A. V. B. [1971]:Statistical Inference in Random Coefficient Regression Models; Springer Verlag, Berlin.

    MATH  Google Scholar 

  • van den Doel, I. T. and J. F. Kiviet [1991]:Neglected Dynamics in Individual Effects Models: Consequences and Detection; University of Amsterdam, Report AE 17/91.

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Mátyás, L., Blanchard, P. Misspecified heterogeneity in panel data models. Statistical Papers 39, 1–27 (1998). https://doi.org/10.1007/BF02925369

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  • DOI: https://doi.org/10.1007/BF02925369

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