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.
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.
Baltagi, B. H. [1992]:Specification Issues; in Mátyás and Sevestre (eds.): The Econometrics of Panel Data, Kluwer Academic Publishers, Dordrecht, Boston, London.
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.
Boot, J. andG. deWitt [1960]: Investment Demand: An Empirical Contribution to the Aggregation Problem;International Economic Review, 1, pp. 3–30.
Breusch, T. S. [1987]: Maximum Likelihood Estimation of Random Effects Models;Journal of Econometrics, 36, pp. 383–389.
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.
Deschamps P. J. [1991]: On the Estimated Variances of Regression Coefficients in Misspecified Error Components Models;Econometric Theory, 7, pp. 369–384.
Gourieroux, C. andA. Monfort [1989]:Statistique et Modèles Économetriques; Economica, Paris, 1989.
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.
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.
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.
Honda, Y. [1985]: Testing the Error Components Model with Non-Normal Disturbances;Review of Economic Studies, 52, pp. 681–690.
Hsiao, C. [1986]:Analysis of Panel Data; Econometric Society Monographs, Cambridge University Press, Cambridge, New York, Sydney.
Hsiao, C. [1992]:Random Coefficients Models; in Mátyás and Sevestre (eds.): The Econometrics of Panel Data, Kluwer Academic Publishers, Dordrecht, Boston, London.
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.
Mátyás, L. [1992]:Error Components Models; in Mátyás and Sevestre (eds.): The Econometrics of Panel Data, Kluwer Academic Publishers, Dordrecht, Boston, London.
Moulton, B. R. andW. C. Randolph [1989]: Alternative Tests of the Error Components Model;Econometrica, 57, pp. 685–693.
Oberhofer, W. andJ. Kmenta [1974]: A General Procedure for Obtaining Maximum Likelihood Estimates in Generalized Regression Models;Econometrica, 49, pp. 579–590.
Swamy, P. A. V. B. [1970]: Efficient Inference in Random Coefficient Regression Models;Econometrica, 38, pp. 311–323.
Swamy, P. A. V. B. [1971]:Statistical Inference in Random Coefficient Regression Models; Springer Verlag, Berlin.
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