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Model selection test procedures in a single linear equation of a dynamic simultaneous system and their defects in small samples

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  • Kiviet, Jan F.

Abstract

A variety of asymptotically valid tests for orthogonality, serial correlation, predictive failure, and of coefficient restrictions are presented, and their rejection probabilities are assessed in linear structural models with lagged-dependent and (possibly) jointly dependent variables by Monte Carlo methods. For all test procedures the small-sample distribution under the null usually deviates substantially from the asymptotic distribution; this impedes their use in a reliable model selection strategy for econometric time-series analysis. Despite the harassing dependence of type I errors on factors generally unknown to the practitioner, inconsistencies originating from specification errors or from disregarded simultaneity may be detected by particular tests in particular situations. From this study some clues emerge on how to interpret (in)significant values of the various test statistics.
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(This abstract was borrowed from another version of this item.)

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  • Kiviet, Jan F., 1985. "Model selection test procedures in a single linear equation of a dynamic simultaneous system and their defects in small samples," Journal of Econometrics, Elsevier, vol. 28(3), pages 327-362, June.
    • Handle: RePEc:eee:econom:v:28:y:1985:i:3:p:327-362
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    2. Ronald Cotterill & William Putsis, 2000. "Market Share and Price Setting Behavior for Private Labels and National Brands," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 17(1), pages 17-39, August.
    3. Kiviet, Jan F. & Dufour, Jean-Marie, 1997. "Exact tests in single equation autoregressive distributed lag models," Journal of Econometrics, Elsevier, vol. 80(2), pages 325-353, October.
    4. Klinedinst, Mark, 1991. "Inside the black box: compensation structures of efficient Yugoslavian firms," MPRA Paper 36305, University Library of Munich, Germany.
    5. Daveri, Francesco & Faini, Riccardo, 1999. "Where Do Migrants Go?," Oxford Economic Papers, Oxford University Press, vol. 51(4), pages 595-622, October.
    6. Yock Y. Chong & David F. Hendry, 1986. "Econometric Evaluation of Linear Macro-Economic Models," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 53(4), pages 671-690.
    7. Klinedinst, Mark, 1991. "Are CEO's paid their marginal product? An empirical analysis of executive compensation and corporate performance," MPRA Paper 36650, University Library of Munich, Germany.
    8. J. Thornton & P. Molyneux, 1996. "Unanticipated income and consumption in ASEAN countries," Applied Economics Letters, Taylor & Francis Journals, vol. 3(4), pages 247-249.
    9. Kiviet, Jan F. & Pleus, Milan, 2017. "The performance of tests on endogeneity of subsets of explanatory variables scanned by simulation," Econometrics and Statistics, Elsevier, vol. 2(C), pages 1-21.
    10. Riccardo Faini & Jaime De Melo & Abdelhak Senhadji & Julie Stanton, 2015. "Growth-Oriented Adjustment Programs: A Statistical Analysis," World Scientific Book Chapters, in: Developing Countries in the World Economy, chapter 5, pages 125-135, World Scientific Publishing Co. Pte. Ltd..
    11. Cable, J.R. & Wilson, N., 1988. "Profit-Sharing And Productivity: An Analysis Of Uk Engineering Firms," The Warwick Economics Research Paper Series (TWERPS) 300, University of Warwick, Department of Economics.
    12. Neil R. Ericsson, 1987. "Monte Carlo methodology and the finite sample properties of statistics for testing nested and non-nested hypotheses," International Finance Discussion Papers 317, Board of Governors of the Federal Reserve System (U.S.).
    13. Pasula, Kit, 1997. "Monetary Non-Neutrality and the Intertemporal Approach to the Balance of Trade: The UK Trade Balance under Bretton Woods," Review of International Economics, Wiley Blackwell, vol. 5(3), pages 333-347, August.
    14. Hendry, David F & Ericsson, Neil R, 1991. "An Econometric Analysis of U.K. Money Demand in 'Monetary Trends in the United States and the United Kingdom' by Milton Friedman and Anna Schwartz," American Economic Review, American Economic Association, vol. 81(1), pages 8-38, March.
    15. Cable, John R. & Wilson, Nicholas, 1988. "Profit-Sharing And Productivity: An Analysis Of Uk Engineering Firms," Economic Research Papers 268335, University of Warwick - Department of Economics.

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