IDEAS home Printed from https://ideas.repec.org/p/ipe/ipetds/1072.html
   My bibliography  Save this paper

The Interpretation of Coefficients of the Vector Autoregressive Model

Author

Listed:
  • Elcyon Caidado Rocha Lima

Abstract

Johansen (2002) suggests a counterfactual experiment that can be implemented inthe vector autoregressive model to interpret the coefficients of an identifiedcointegrating relation.This article proposes an alternative counterfactual experiment (design ofexperiment) that, contrary to the one suggested by Johansen, does not imply adichotomy of short run and long run values. The experiment interprets thecoefficients of an identified cointegrating relation. It is based on the idea that thecoefficients, and some operations with them, are projections?at differenthorizons?conditional on paths of the variables of the model and on exogenousshocks in the error terms of the equations of a structural VAR. The model dynamicscan be used to test if these values can be generated by exogenous shocks in these errorterms. It is also feasible to construct, as was shown by Doan, Litterman and Sims(1984), a plausibility index for these exogenous shocks.The analysis of the proposed conditional projections can be as useful as checkingcoefficients, of the matrix with the contemporaneous correlations among variables,for the correct sign and significance in a structural VAR. It can be an importantcomplement to the impulse response function analysis.

Suggested Citation

  • Elcyon Caidado Rocha Lima, 2005. "The Interpretation of Coefficients of the Vector Autoregressive Model," Discussion Papers 1072, Instituto de Pesquisa Econômica Aplicada - IPEA.
    • Handle: RePEc:ipe:ipetds:1072
    as

    Download full text from publisher

    File URL: http://www.ipea.gov.br/portal/images/stories/PDFs/TDs/td_1072.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Johansen, Soren & Juselius, Katarina, 1990. "Maximum Likelihood Estimation and Inference on Cointegration--With Applications to the Demand for Money," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 52(2), pages 169-210, May.
    2. Johansen, Soren, 1991. "Estimation and Hypothesis Testing of Cointegration Vectors in Gaussian Vector Autoregressive Models," Econometrica, Econometric Society, vol. 59(6), pages 1551-1580, November.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Czujack, Corinna & Flôres Junior, Renato Galvão & Ginsburgh, Victor, 1995. "On long-run price comovements between paintings and prints," FGV EPGE Economics Working Papers (Ensaios Economicos da EPGE) 269, EPGE Brazilian School of Economics and Finance - FGV EPGE (Brazil).
    2. Md.Yousuf & Raju Ahmed & Nasrin Akther Lubna & Shah Md. Sumon, 2019. "Estimating the Services Sector Impact on Economic Growth of Bangladesh: An Econometric Investigation," Asian Journal of Economic Modelling, Asian Economic and Social Society, vol. 7(2), pages 62-72, June.
    3. Yap, Wei Yim & Lam, Jasmine S.L., 2006. "Competition dynamics between container ports in East Asia," Transportation Research Part A: Policy and Practice, Elsevier, vol. 40(1), pages 35-51, January.
    4. Ely, David & Salehizadeh, Mehdi, 2001. "American depositary receipts: An analysis of international stock price movements," International Review of Financial Analysis, Elsevier, vol. 10(4), pages 343-363.
    5. Abbas Alavirad & Sanhita Athawale, 2005. "The impact of the budget deficit on inflation in the Islamic Republic of Iran," OPEC Energy Review, Organization of the Petroleum Exporting Countries, vol. 29(1), pages 37-49, March.
    6. Brittle, Shane, 2009. "Ricardian Equivalence and the Efficacy of Fiscal Policy in Australia," Economics Working Papers wp09-10, School of Economics, University of Wollongong, NSW, Australia.
    7. Edward Ghartey, 2006. "Exchange Pressure, Sterilized Intervention and Monetary Policy in Ghana," EcoMod2006 272100031, EcoMod.
    8. Muhammad Shahbaz & Qazi Muhammad Adnan Hye & Muhammad Shahbaz Shabbir, 2013. "Does Corruption Increase Financial Development? A Time Series Analysis in Pakistan," International Journal of Economics and Empirical Research (IJEER), The Economics and Social Development Organization (TESDO), vol. 1(10), pages 113-124, October.
    9. La, Le & Mei, Bin, 2015. "Portfolio diversification through timber real estate investment trusts: A cointegration analysis," Forest Policy and Economics, Elsevier, vol. 50(C), pages 269-274.
    10. Frank Asche, 2001. "Testing the effect of an anti-dumping duty: The US salmon market," Empirical Economics, Springer, vol. 26(2), pages 343-355.
    11. Ansgar Belke & Robert Czudaj, 2010. "Is Euro Area Money Demand (Still) Stable? Cointegrated VAR Versus Single Equation Techniques," Applied Economics Quarterly (formerly: Konjunkturpolitik), Duncker & Humblot, Berlin, vol. 56(4), pages 285-315.
    12. Michael S. Haigh & David A. Bessler, 2004. "Causality and Price Discovery: An Application of Directed Acyclic Graphs," The Journal of Business, University of Chicago Press, vol. 77(4), pages 1099-1121, October.
    13. Natanelov, Valeri & McKenzie, Andrew M. & Van Huylenbroeck, Guido, 2013. "Crude oil–corn–ethanol – nexus: A contextual approach," Energy Policy, Elsevier, vol. 63(C), pages 504-513.
    14. Bashiri Behmiri, Niaz & Pires Manso, José R., 2012. "Does Portuguese economy support crude oil conservation hypothesis?," Energy Policy, Elsevier, vol. 45(C), pages 628-634.
    15. Saten Kumar & Don J. Webber & Geoff Perry, 2012. "Real wages, inflation and labour productivity in Australia," Applied Economics, Taylor & Francis Journals, vol. 44(23), pages 2945-2954, August.
    16. Cheung, Yin-Wong & Lai, Kon S. & Bergman, Michael, 2004. "Dissecting the PPP puzzle: the unconventional roles of nominal exchange rate and price adjustments," Journal of International Economics, Elsevier, vol. 64(1), pages 135-150, October.
    17. Kremers, Jeroen J M & Ericsson, Neil R & Dolado, Juan J, 1992. "The Power of Cointegration Tests," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 54(3), pages 325-348, August.
    18. Shabanzadeh, Mehdi & Kenari, Reza Esfanjari & Jansouz, Parinaz & Kalashami, Mohammad Kavoosi, 2016. "Bank Credits and Investment Growth of Agricultural Sector in Iran," International Journal of Agricultural Management and Development (IJAMAD), Iranian Association of Agricultural Economics, vol. 6(1), March.
    19. Wang, Peijie & Brand, Steven, 2015. "A new approach to estimating value–income ratios with income growth and time-varying yields," European Journal of Operational Research, Elsevier, vol. 242(1), pages 182-187.
    20. Neil R. Ericsson & James G. MacKinnon, 2002. "Distributions of error correction tests for cointegration," Econometrics Journal, Royal Economic Society, vol. 5(2), pages 285-318, June.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:ipe:ipetds:1072. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Fabio Schiavinatto (email available below). General contact details of provider: https://edirc.repec.org/data/ipeaabr.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.