Abstract
In many situations, assuming exogeneity for the regressors is likely to be incorrect. Indeed, it is well—known that in simultaneous equations models, some of the regressors in a given equation are the dependent variables in others and then, are correlated with the disturbances of the equation under consideration. Further examples, when exogeneity cannot be assumed for regressors, are when they are subject to measurement errors or the case of autoregressive models.
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References
Abowd J. M and Kramarz F. [1992]: A test of incentive and negotiation models using French panel data, paper presented at the Symposium on Labour Demand and Equilibrium Wage Formation, Amsterdam, January.
Ahn, S.C. and P. Schmidt [1992]: Efficient estimation of panel data models with exogenous and lagged dependent regressors,mimeo, Michigan State University.
Amemiya, T. and T.E. MaCurdy [1986]: Instrumental Variable Estimation of an Error Components Model, Econometrica, 54, pp. 869–880.
Anderson, T.W. and C. Hsiao [1982]: Formulation and Estimation of Dynamic Models Using Panel Data, Journal of Econometrics, 18, pp. 578–606.
Arellano, M. [1993]: On the Testing of Correlated Effects with Panel Data, Journal of Econometrics, 59, pp. 87–97.
Arellano, M. and O. Boyer [1990]: Another look at the instrumental variable estimation of error components models, CEPR D.P. N. 7, London School of Economics, London.
Arellano, M. and S. Bond [1991]: Some Tests of Specification for Panel Data: Monte-Carlo Evidence and an Application to Employment Equations, Review of Economic Studies, 58, pp. 277–297.
Balestra, P. and M. Nerlove [1966]: Pooling Cross-Section and Time Series Data in the Estimation of a Dynamic Model: The Demand for Natural Gas, Econometrica, 34, pp. 585–612.
Baltagi, B. [1981]: Simultaneous Equations with Error Components, Journal of Econometrics, 17, pp. 189–200.
Baltagi, B. [1985]: Pooling Cross-Sections with Unequal Time Series Lengths, Economics Letters, 18, pp. 133–136.
Baltagi, B. [1989]: The Equivalence of the Boothe-MacKinnon and the Hausman Specification Tests in the Context of Panel Data, Econometric Theory, 5, p. 454.
Baltagi, B. and S. Khanti-Akom [1990]: On Efficient Estimation with Panel Data, an Empirical Comparison of Instrumental Variables Estimators, Journal of Applied Econometrics, 5, pp. 401–406.
Baltagi, B. and B. Raj [1992]: A Survey of Recent Theoretical Developments in the Econometrics of Panel Data, Empirical Economics, 17, pp. 85–109.
Blundell, R. and R. Smith [1991]: Conditions Initiales et Estimation Efficace dans les Modèles Dynamiques sur Données de Panel, Annales d’Economie et de Statistique, N. 20–21, pp. 109–124.
Breusch, T.S., Mizon G.E. and P. Schmidt [1989]: Efficient Estimation Using Panel Data, Econometrica, 57, pp. 695–700.
Chamberlain, G. [1982]: Multivariate Regression Models for Panel Data, Journal of Econometrics, 18, pp. 5–46.
Chamberlain, G. [1984]: Panel Data, in Handbook of Econometrics, Z. Griliches and M.D. Intriligator eds., North-Holland.
Cornwell C. and P. Rupert [1988]: Efficient Estimation with Panel Data: An Empirical Comparison of Instrumental Variables Estimators, Journal of Applied Econometrics, 3, pp. 149–155.
Crépon B., F. Kramarz and A. Trognon [1993]: Parameter of interest, nuisance parameter and orthogonality conditions: An application to autoregressive error components models, INSEE-CREST D.P. N. 9335.
Gourieroux, C., Monfort A. and A. Trognon [1985]: Moindres Carrés Asymptotiques, Annales de l’INSEE, N. 58, pp. 91–122.
Gourieroux, C. and A. Monfort [1989]: Statistique et Modèles Econométriques, Economica, Paris.
Griliches, Z. and J. Hausman [1986]: Errors in Variables in Panel Data, Journal of Econometrics, 31, pp. 93–118.
Hansen, L.P. [1982]: Large Sample Properties of Generalized Method of Moments Estimators, Econometrica, 50, pp. 1029–1054.
Holtz-Eakin, D. [1988]: Testing for Individual Effects in Autoregressive Models, Journal of Econometrics, 39, pp. 297–307.
Hausman, J. [1978]: Specification Tests in Econometrics, Econometrica, 46, pp. 1251–1271.
Hausman, J. and W.E. Taylor [1981]: Panel Data and Unobservable Individual Effects, Econometrica, 49, pp. 1377–1398.
Keane, M.P. and D.E. Runkle [1992]: On the Estimation of Panel—Data Models with Serial Correlation when Instruments are not Strictly Exogenous, Journal of Business and Economics Statistics, 10, pp. 1–9.
Mundlak, Y. [1961]: Empirical Production Function Free of Management Bias, Journal of Farm Economics, 43, N. 1, pp. 44–56.
Mundlak, Y. [1978]: On the Pooling of Time Series and Cross Section Data, Econometrica, 46, pp. 69–85.
Nickell, S. [1981]: Biases in Dynamic Models with Fixed Effects, Econometrica, 49, pp. 1417–1426.
Sevestre, P. and A. Trognon [1983]: Propriétés de Grands Echantillons d’une Classe d’Estimateurs des Modèles Autorégressifs a Erreurs Composées, Annales de l’INSEE, N. 50, pp. 25–49.
Sevestre, P. and A.Trognon [1985]: A Note on Autoregressive Error Components Models, Journal of Econometrics, 28, pp. 231–245.
Sevestre, and A. Trognon [1990]: Consistent estimation methods for dynamic error components models: small and large sample properties,ERUDITE W.P. N. 90–03, Université de Paris-Val de Marne.
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Sevestre, P., Trognon, A. (1996). Linear Models with Random Regressors. In: Mátyás, L., Sevestre, P. (eds) The Econometrics of Panel Data. Advanced Studies in Theoretical and Applied Econometrics, vol 33. Springer, Dordrecht. https://doi.org/10.1007/978-94-009-0137-7_6
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DOI: https://doi.org/10.1007/978-94-009-0137-7_6
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