Financial variables and euro area growth: A non-parametric causality analysis
This paper investigates the predictive ability of financial variables for euro area growth through bivariate and multivariate non-parametric Granger causality tests. Apart from assessing the within-country forecasting ability of commonly-employed financial variables, such as the term spread, the stock market returns and the growth of real money supply, we also test for cross-country influences. In this way, we reveal the countries that are more useful in predicting growth in other member countries along with the ones that are more receptive to other countries' financial developments. Our results suggest that financial variables are useful leading indicators for euro area growth at a joint level, albeit at different horizons, ranging from one to six quarters. Our finding of overall increased levels of receptivity among member states provides useful information for policy makers, especially in the case of monetary union such as the euro area.
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- Ekaterini Panopoulou & N. Pittis & S. Kalyvitis, 2006.
"Looking far in the past:Revisiting the growth-returns nexus with non-parametric tests,"
Economics, Finance and Accounting Department Working Paper Series
n1660306, Department of Economics, Finance and Accounting, National University of Ireland - Maynooth.
- Ekaterini Panopoulou & Nikitas Pittis & Sarantis Kalyvitis, 2010. "Looking far in the past: revisiting the growth-returns nexus with non-parametric tests," Empirical Economics, Springer, vol. 38(3), pages 743-766, June.
- Ekaterini Panopoulou & Nikitas Pittis & Sarantis Kalyvitis, 2006. "Looking far in the past: Revisiting the growth-returns nexus with non-parametric tests," The Institute for International Integration Studies Discussion Paper Series iiisdp134, IIIS.
- Duarte, Agustin & Venetis, Ioannis A. & Paya, Ivan, 2005.
"Predicting real growth and the probability of recession in the Euro area using the yield spread,"
International Journal of Forecasting,
Elsevier, vol. 21(2), pages 261-277.
- Ivan Paya & Agustín Duarte & Ioannis A. Venetis, 2004. "Predicting Real Growth And The Probability Of Recession In The Euro Area Using The Yield Spread," Working Papers. Serie AD 2004-31, Instituto Valenciano de Investigaciones Económicas, S.A. (Ivie).
- Fama, Eugene F, 1990. " Stock Returns, Expected Returns, and Real Activity," Journal of Finance, American Finance Association, vol. 45(4), pages 1089-1108, September.
- Arturo Estrella & Frederic S. Mishkin, 1996.
"Predicting U.S. recessions: financial variables as leading indicators,"
9609, Federal Reserve Bank of New York.
- Arturo Estrella & Frederic S. Mishkin, 1998. "Predicting U.S. Recessions: Financial Variables As Leading Indicators," The Review of Economics and Statistics, MIT Press, vol. 80(1), pages 45-61, February.
- Arturo Estrella & Frederic S. Mishkin, 1995. "Predicting U.S. Recessions: Financial Variables as Leading Indicators," NBER Working Papers 5379, National Bureau of Economic Research, Inc.
- James H. Stock & Mark W. Watson, 2001.
"Forecasting output and inflation: the role of asset prices,"
Federal Reserve Bank of San Francisco, issue Mar, pages -.
- James H. Stock & Mark W.Watson, 2003. "Forecasting Output and Inflation: The Role of Asset Prices," Journal of Economic Literature, American Economic Association, vol. 41(3), pages 788-829, September.
- James H. Stock & Mark W. Watson, 2001. "Forecasting Output and Inflation: The Role of Asset Prices," NBER Working Papers 8180, National Bureau of Economic Research, Inc.
- John W. Galbraith & Greg Tkacz, 1999.
"Testing For Asymmetry In The Link Between The Yield Spread And Output In The G-7 Countries,"
Departmental Working Papers
1999-02, McGill University, Department of Economics.
- Galbraith, John W. & Tkacz, Greg, 2000. "Testing for asymmetry in the link between the yield spread and output in the G-7 countries," Journal of International Money and Finance, Elsevier, vol. 19(5), pages 657-672, October.
- Davis, E Philip & Fagan, Gabriel, 1997. "Are Financial Spreads Useful Indicators of Future Inflation and Output Growth in EU Countries?," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 12(6), pages 701-714, Nov.-Dec..
- Stock, J.H. & Watson, M.W., 1989.
"New Indexes Of Coincident And Leading Economic Indicators,"
178d, Harvard - J.F. Kennedy School of Government.
- James H. Stock & Mark W. Watson, 1989. "New Indexes of Coincident and Leading Economic Indicators," NBER Chapters, in: NBER Macroeconomics Annual 1989, Volume 4, pages 351-409 National Bureau of Economic Research, Inc.
- Hassapis, Christis & Pittis, Nikitas & Prodromidis, Kyprianos, 1999. "Unit roots and Granger causality in the EMS interest rates: the German Dominance Hypothesis revisited," Journal of International Money and Finance, Elsevier, vol. 18(1), pages 47-73, January.
- Plosser, Charles I. & Geert Rouwenhorst, K., 1994. "International term structures and real economic growth," Journal of Monetary Economics, Elsevier, vol. 33(1), pages 133-155, February.
- Banerjee, Anindya & Marcellino, Massimiliano & Masten, Igor, 2003.
"Leading Indicators for Euro Area Inflation and GDP Growth,"
CEPR Discussion Papers
3893, C.E.P.R. Discussion Papers.
- Anindya Banerjee & Massimiliano Marcellino & Igor Masten, 2005. "Leading Indicators for Euro-area Inflation and GDP Growth," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 67(s1), pages 785-813, December.
- Anindya Banerjee & Massimiliano Marcellino & Igor Masten, 2003. "Leading Indicators for Euro-area Inflation and GDP Growth," Working Papers 235, IGIER (Innocenzo Gasparini Institute for Economic Research), Bocconi University.
- Fabio Moneta, 2005. "Does the Yield Spread Predict Recessions in the Euro Area?," International Finance, Wiley Blackwell, vol. 8(2), pages 263-301, 08.
- Panopoulou, Ekaterini, 2007. "Predictive financial models of the euro area: A new evaluation test," International Journal of Forecasting, Elsevier, vol. 23(4), pages 695-705.
- G. William Schwert, 1990.
"Stock Returns and Real Activity: A Century of Evidence,"
NBER Working Papers
3296, National Bureau of Economic Research, Inc.
- Schwert, G William, 1990. " Stock Returns and Real Activity: A Century of Evidence," Journal of Finance, American Finance Association, vol. 45(4), pages 1237-1257, September.
- Christis Hassapis, 2003. "Financial variables and real activity in Canada," Canadian Journal of Economics, Canadian Economics Association, vol. 36(2), pages 421-442, May.
- Mauro, Paolo, 2003.
"Stock returns and output growth in emerging and advanced economies,"
Journal of Development Economics,
Elsevier, vol. 71(1), pages 129-153, June.
- Paolo Mauro, 2000. "Stock Returns and Output Growth in Emerging and Advanced Economies," IMF Working Papers 00/89, International Monetary Fund.
- Lemmens, A. & Croux, C. & Dekimpe, M.G., 2005. "On the Predictive Content of Production Surveys : a Pan-European Study," Other publications TiSEM adab9f0e-7dfd-4dc4-bd92-b, Tilburg University, School of Economics and Management.
- Sensier, Marianne & Artis, Michael & Osborn, Denise R. & Birchenhall, Chris, 2004.
"Domestic and international influences on business cycle regimes in Europe,"
International Journal of Forecasting,
Elsevier, vol. 20(2), pages 343-357.
- M Sensier & M Artis & C R Birchenhall & D R Osborn, 2002. "Domestic and International Influences on Business Cycle Regimes in Europe," The School of Economics Discussion Paper Series 0202, Economics, The University of Manchester.
- M Sensier & M Artis & C R Birchenhall & D R Osborn, 2002. "Domestic and International Influences on Business Cycle Regimes in Europe," Centre for Growth and Business Cycle Research Discussion Paper Series 11, Economics, The Univeristy of Manchester.
- Estrella, Arturo & Mishkin, Frederic S., 1997. "The predictive power of the term structure of interest rates in Europe and the United States: Implications for the European Central Bank," European Economic Review, Elsevier, vol. 41(7), pages 1375-1401, July.
- Cheung, Yin-Wong & Ng, Lilian K., 1996. "A causality-in-variance test and its application to financial market prices," Journal of Econometrics, Elsevier, vol. 72(1-2), pages 33-48.
- Arturo Estrella & Gikas A. Hardouvelis, 1989.
"The term structure as a predictor of real economic activity,"
8907, Federal Reserve Bank of New York.
- Estrella, Arturo & Hardouvelis, Gikas A, 1991. " The Term Structure as a Predictor of Real Economic Activity," Journal of Finance, American Finance Association, vol. 46(2), pages 555-576, June.
- Rossi, Barbara & Giacomini, Raffaella, 2005.
"How Stable is the Forecasting Performance of the Yield Curve for Outpot Growth?,"
05-08, Duke University, Department of Economics.
- Raffaella Giacomini & Barbara Rossi, 2006. "How Stable is the Forecasting Performance of the Yield Curve for Output Growth?," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 68(s1), pages 783-795, December.
- Campbell R. Harvey, 1997. "The Relation between the Term Structure of Interest Rates and Canadian Economic Growth," Canadian Journal of Economics, Canadian Economics Association, vol. 30(1), pages 169-193, February.
- Barry Bosworth, 1975. "The Stock Market and the Economy," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 6(2), pages 257-300.
- Hall, Robert E, 1978. "Stochastic Implications of the Life Cycle-Permanent Income Hypothesis: Theory and Evidence," Journal of Political Economy, University of Chicago Press, vol. 86(6), pages 971-987, December.
- Michael Artis & Wenda Zhang, 1998. "The linkage of interest rates within the EMS," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 134(1), pages 117-132, March.
- Harvey, Campbell R., 1988. "The real term structure and consumption growth," Journal of Financial Economics, Elsevier, vol. 22(2), pages 305-333, December.
- Fama, Eugene F, 1981. "Stock Returns, Real Activity, Inflation, and Money," American Economic Review, American Economic Association, vol. 71(4), pages 545-565, September.
- Barassi, Marco R. & Caporale, Guglielmo Maria & Hall, Stephen G., 2005. "Interest rate linkages: a Kalman filter approach to detecting structural change," Economic Modelling, Elsevier, vol. 22(2), pages 253-284, March.
- Barro, Robert J, 1990.
"The Stock Market and Investment,"
Review of Financial Studies,
Society for Financial Studies, vol. 3(1), pages 115-131.
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