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The Irish Macroeconomic Response to an External Shock with an Application to Stress Testing

Author

Listed:
  • Birmingham, Colin

    (Central Bank of Ireland)

  • Conefrey, Thomas

    (Central Bank of Ireland)

Abstract

This paper carries out an empirical analysis of the sensitivity of the Irish economy to an unanticipated external demand shock using a Bayesian VAR model which includes a number of Irish macroeconomic variables such as GDP, unemployment and wages. A 1% increase in US GDP growth leads to an increase in Irish GDP growth of 1.3% in the model. We also assess the relative importance of demand shocks in Ireland’s other key trading partners, the UK and the euro area. The Irish GDP response to shocks in our main trading partners is roughly proportional to our export shares to these regions. We feed the results of the VAR analysis into a mortgage delinquency model to derive the implication of changes in external demand on mortgage delinquency. The results suggest that a negative one standard deviation shock to US GDP growth leads to an increase of 1600 in the number of mortgages in arrears for at least 90 days.

Suggested Citation

  • Birmingham, Colin & Conefrey, Thomas, 2011. "The Irish Macroeconomic Response to an External Shock with an Application to Stress Testing," Research Technical Papers 10/RT/11, Central Bank of Ireland.
    • Handle: RePEc:cbi:wpaper:10/rt/11
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    References listed on IDEAS

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    1. Barrett, Alan & Kearney, Ide & Goggin, Jean & Conefrey, Thomas, 2009. "Quarterly Economic Commentary, Winter 2009," Forecasting Report, Economic and Social Research Institute (ESRI), number QEC20094, August.
    2. McCoy, Daniel & Duffy, David & Bergin, Adele & Eakins, John & MacCoille, C, 2002. "Quarterly Economic Commentary, Summer 2002," Forecasting Report, Economic and Social Research Institute (ESRI), number QEC20022, August.
    3. Maravalle, Alessandro & Claeys, Peter, 2012. "Boom–bust cycles and procyclical fiscal policy in a small open economy," Journal of Policy Modeling, Elsevier, vol. 34(5), pages 735-754.
    4. Chor, Davin & Manova, Kalina, 2012. "Off the cliff and back? Credit conditions and international trade during the global financial crisis," Journal of International Economics, Elsevier, vol. 87(1), pages 117-133.
    5. Bergin, Adele & Conefrey, Thomas & FitzGerald, John & Kearney, Ide, 2010. "Recovery Scenarios for Ireland: An Update," Forecasting Report, Economic and Social Research Institute (ESRI), number jacb201051, August.
    6. Cushman, David O. & Zha, Tao, 1997. "Identifying monetary policy in a small open economy under flexible exchange rates," Journal of Monetary Economics, Elsevier, vol. 39(3), pages 433-448, August.
    7. Lindé, Jesper, 2003. "Monetary Policy Shocks and Business Cycle Fluctuations in a Small Open Economy: Sweden 1986-2002," Working Paper Series 153, Sveriges Riksbank (Central Bank of Sweden).
    8. Marta Banbura & Domenico Giannone & Lucrezia Reichlin, 2010. "Large Bayesian vector auto regressions," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 25(1), pages 71-92.
    9. Lutz Kilian, 2009. "Not All Oil Price Shocks Are Alike: Disentangling Demand and Supply Shocks in the Crude Oil Market," American Economic Review, American Economic Association, vol. 99(3), pages 1053-1069, June.
    10. Castrén, Olli & Dées, Stéphane & Zaher, Fadi, 2008. "Global macro-financial shocks and expected default frequencies in the euro area," Working Paper Series 875, European Central Bank.
    11. Robert Kelly & Kieran Mcquinn & Rebecca Stuart, 2011. "Exploring the Steady-State Relationship Between Credit and GDP for a Small Open Economy–The Case Of Ireland," The Economic and Social Review, Economic and Social Studies, vol. 42(4), pages 455-477.
    12. Stijn Claessens, 2010. "The Financial Crisis," Margin: The Journal of Applied Economic Research, National Council of Applied Economic Research, vol. 4(2), pages 177-196, May.
    13. Bradley, John & Fitz Gerald, John & Kearney, Ide, 1993. "Modelling supply in an open economy using a restricted cost function," Economic Modelling, Elsevier, vol. 10(1), pages 11-21, January.
    14. Reamonn Lyndon & Yvonne McCarthy, 2013. "What Lies Beneath? Understanding Recent Trends in Irish Mortgage Arrears," The Economic and Social Review, Economic and Social Studies, vol. 44(1), pages 117-150.
    15. Hauptmeier, Sebastian & Sanchez-Fuentes, A. Jesus & Schuknecht, Ludger, 2011. "Towards expenditure rules and fiscal sanity in the euro area," Journal of Policy Modeling, Elsevier, vol. 33(4), pages 597-617, July.
    16. Stijn Claessens & Giovanni Dell’Ariccia & Deniz Igan & Luc Laeven, 2010. "Cross-country experiences and policy implications from the global financial crisis [From Great Depression to Great Credit Crisis: Similarities, differences and lessons]," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 25(62), pages 267-293.
    17. Glenn Hoggarth & Steffen Sorensen & Lea Zicchino, 2005. "Stress tests of UK banks using a VAR approach," Bank of England working papers 282, Bank of England.
    18. Marta Bańbura, 2008. "Large Bayesian VARs," 2008 Meeting Papers 334, Society for Economic Dynamics.
    19. Jiménez, Gabriel & Mencía, Javier, 2009. "Modelling the distribution of credit losses with observable and latent factors," Journal of Empirical Finance, Elsevier, vol. 16(2), pages 235-253, March.
    20. Barrett, Alan & Kearney, Ide & Goggin, Jean & Conefrey, Thomas, 2010. "Quarterly Economic Commentary, Summer 2010," Forecasting Report, Economic and Social Research Institute (ESRI), number QEC20102, August.
    21. Durkan, Joe & O'Sullivan, Cormac, 2011. "Quarterly Economic Commentary, Spring 2011," Forecasting Report, Economic and Social Research Institute (ESRI), number QEC20111, August.
    22. Barrett, Alan & Kearney, Ide & Goggin, Jean, 2009. "Quarterly Economic Commentary, Summer 2009," Forecasting Report, Economic and Social Research Institute (ESRI), number QEC20092, August.
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    Cited by:

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    3. Daragh Clancy & Rossana Merola, 2016. "ÉIRE Mod: A DSGE Model for Ireland," The Economic and Social Review, Economic and Social Studies, vol. 47(1), pages 1-31.
    4. Ms. Mwanza Nkusu, 2013. "Boosting Competitiveness to Grow Out of Debt: Can Ireland Find a Way Back to Its Future?," IMF Working Papers 2013/035, International Monetary Fund.
    5. Clancy, Daragh & Merola, Rossana, 2017. "Countercyclical capital rules for small open economies," Journal of Macroeconomics, Elsevier, vol. 54(PB), pages 332-351.

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    More about this item

    Keywords

    Trade Shock; Bayesian VAR; Stress Testing;
    All these keywords.

    JEL classification:

    • F47 - International Economics - - Macroeconomic Aspects of International Trade and Finance - - - Forecasting and Simulation: Models and Applications
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages

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