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A Structural Cointegrating VAR Approach to Macroeconometric Modelling

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Abstract

This paper discusses the ?structural cointegrating VAR? approach to macroeconometric modelling and compares it to other approaches currently followed in the literature, namely, the large-scale simultaneous equation macroeconometric models, the structural VARs, and the dynamic stochastic general equilibrium models. The structural co- integrating VAR approach has the attractive features that the estimated long-run relationships embedded in the model are theory consistent, and have a clear economic interpretation, and yet the short-run dynamics are flexibly estimated within a VAR framework. The approach is illustrated using a small quarterly macroeconomic model of the UK, and its use in impulse response analysis and probability forcasting is discussed.

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  • Garratt, Anthony & Lee, Kevin C & Pesaran, M. Hashem & Shin, Yongcheol, 1998. "A Structural Cointegrating VAR Approach to Macroeconometric Modelling," Cambridge Working Papers in Economics 9823, Faculty of Economics, University of Cambridge.
  • Handle: RePEc:cam:camdae:9823
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    Cited by:

    1. Paul Gaggl & Serguei Kaniovski & Klaus Prettner & Thomas Url, 2009. "The short and long-run interdependencies between the Eurozone and the USA," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 36(2), pages 209-227, May.
    2. Lombardi, Marco J. & Galesi, Alessandro, 2009. "External shocks and international inflation linkages: a global VAR analysis," Working Paper Series 1062, European Central Bank.
    3. Michael R. Wickens & Roberto Motto, 2001. "Estimating shocks and impulse response functions," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 16(3), pages 371-387.
    4. H. Levent Korap, 2007. "Multirank Cointegration Analysis Of Turkish M1 Money Demand (1987q1-2006q3)," Istanbul University Econometrics and Statistics e-Journal, Department of Econometrics, Faculty of Economics, Istanbul University, pages 1-28.
    5. MAURIN Alain & SOOKRAM Sandra & WATSON Patrick Kent, "undated". "Measuring the Size of the Hidden Economy in Trinidad & Tobago," EcoMod2003 330700098, EcoMod.
    6. Garrat, A. & Lee, K. & Pesaran, M.H. & Shin, Y., 2000. "Forecast Uncertainties in Macroeconometric Modelling: An Application to the UK Economy," Cambridge Working Papers in Economics 0004, Faculty of Economics, University of Cambridge.
    7. Jha, Jaya & Roe, Terry L., 2016. "U.S. Agricultural Export Competitiveness and Export Market Diversification," 2016 Annual Meeting, July 31-August 2, 2016, Boston, Massachusetts 236250, Agricultural and Applied Economics Association.
    8. Philip Rothman & Dick van Dijk & Philip Hans Franses, 1999. "A Multivariate STAR Analysis of the Relationship Between Money and Output," Working Papers 9913, East Carolina University, Department of Economics.
    9. Catherine Prettner & Klaus Prettner, 2012. " After Two Decades of Integration: How Interdependent are Eastern European Economies and the Euro Area?," Department of Economics Working Papers wuwp138, Vienna University of Economics and Business, Department of Economics.
    10. M. Hashem Pesaran & Til Schuermann & Scott M. Weiner, 2002. "Modeling Regional Interdependencies Using a Global Error-Correcting Macroeconometric Model," Center for Financial Institutions Working Papers 01-38, Wharton School Center for Financial Institutions, University of Pennsylvania.
    11. Claus Brand & Nuno Cassola, 2004. "A money demand system for euro area M3," Applied Economics, Taylor & Francis Journals, vol. 36(8), pages 817-838.
    12. Pesaran M.H. & Schuermann T. & Weiner S.M., 2004. "Modeling Regional Interdependencies Using a Global Error-Correcting Macroeconometric Model," Journal of Business & Economic Statistics, American Statistical Association, vol. 22, pages 129-162, April.
    13. Aloui, Riadh & Gupta, Rangan & Miller, Stephen M., 2016. "Uncertainty and crude oil returns," Energy Economics, Elsevier, vol. 55(C), pages 92-100.
    14. Anthony Garratt & Kevin Lee & M. Hashem Pesaran & Yongcheol Shin, 2003. "A Long run structural macroeconometric model of the UK," Economic Journal, Royal Economic Society, vol. 113(487), pages 412-455, April.
    15. Gottschalk, Jan, 2001. "An Introduction into the SVAR Methodology: Identification, Interpretation and Limitations of SVAR models," Kiel Working Papers 1072, Kiel Institute for the World Economy (IfW).
    16. Mr Insukindro & Arti Adji & Aryo Aliyudanto, 2014. "Analysis of the Unanticipated Factors in Portfolio Inflows to Indonesia: A SCVAR Approach, 2000: Q1 - 2012: Q4," EcoMod2014 7019, EcoMod.
    17. WATSON Patrick, "undated". "Macroeonomic Dynamics in Trinidad & Tobago: Implications for Monetary Policy in a Very Small Oil-Based Economy," EcoMod2003 330700151, EcoMod.
    18. Athony Garratt & Kevin Lee & Mohammad Hashem Pesaran & Yongcheol Shin, 2001. "Forecast Uncertainties in Macroeconomics Modelling: An Application to the UK Economy," ESE Discussion Papers 64, Edinburgh School of Economics, University of Edinburgh.
    19. Chen, Pu & Schneider, Elena & Frohn, Joachim, 2008. "A Long-Run Structural Macroeconometric Model for Germany: An Empirical Note," Economics - The Open-Access, Open-Assessment E-Journal, Kiel Institute for the World Economy (IfW), vol. 2, pages 1-12.
    20. Ann Cavlovic & Kathleen Day, "undated". "Equalization and the Incentives for Growth: An Empirical Investigation of the "Tax-Back" Effect," Working Papers-Department of Finance Canada 2003-23, Department of Finance Canada.
    21. Alain Maurin & Sandra Sookram & Patrick Kent Watson, 2006. "Measuring the size of the hidden economy in Trinidad & Tobago, 1973-1999," International Economic Journal, Taylor & Francis Journals, vol. 20(3), pages 321-341.

    More about this item

    Keywords

    Structural cointegrating VAR; Macroeconomic modelling; Generalised impulse responses; Persistence profiles; Probability forecasts;

    JEL classification:

    • C5 - Mathematical and Quantitative Methods - - Econometric Modeling
    • C32 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes; State Space Models
    • E17 - Macroeconomics and Monetary Economics - - General Aggregative Models - - - Forecasting and Simulation: Models and Applications

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