Unobservable Shocks as Carriers of Contagion: A Dynamic Analysis Using Identified Structural GARCH
Markets in financial crisis may experience heightened sensitivity to news from abroad and they may also spread turbulence into foreign markets, creating contagion. We use a structural GARCH model to separate and measure these two parts of crisis transmission. Unobservable structural shocks are named and linked to source markets using variance decompositions, allowing clearer interpretation of impulse response functions. Applying this method to data from the Asian crisis, we find signifcant contagion from Hong Kong to nearby markets but little heightened sensitivity. Impulse response functions for an equally-weighted equity portfolio show the increasing dominance of Korean and Hong Kong shocks during the crisis, whereas Indonesia\'s infuence shrinks.
|Date of creation:||25 Feb 2008|
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- Lin, Wen-Ling, 1997. "Impulse Response Function for Conditional Volatility in GARCH Models," Journal of Business & Economic Statistics, American Statistical Association, vol. 15(1), pages 15-25, January.
- Taimur Baig & Ilan Goldfajn, 1999.
"Financial Market Contagion in the Asian Crisis,"
IMF Staff Papers,
Palgrave Macmillan, vol. 46(2), pages 3.
- Reinhart, Carmen & Kaminsky, Graciela, 2002.
"Financial markets in time of stress,"
13869, University Library of Munich, Germany.
- Graciela L. Kaminsky & Carmen M. Reinhart, 2001. "Financial Markets in Times of Stress," NBER Working Papers 8569, National Bureau of Economic Research, Inc.
- Reinhart, Carmen & Kaminsky, Graciela, 2002. "Financial turmoil: Systemic or regional?," MPRA Paper 13195, University Library of Munich, Germany.
- P. Hartmann & S. Straetmans & C.G. de Vries, 2001.
"Asset Market Linkages in Crisis Periods,"
Tinbergen Institute Discussion Papers
01-071/2, Tinbergen Institute.
- Hartmann, P. & Straetmans, S. & De Vries, C.G., 2001. "Asset Market Linkages in Crisis Periods," Papers 71, Quebec a Montreal - Recherche en gestion.
- Hartmann, Philipp & Straetmans, Stefan & de Vries, Casper, 2001. "Asset market linkages in crisis periods," Working Paper Series 0071, European Central Bank.
- Philipp Hartman & Stefan Straetmans & Casper De Vries, 2001. "Asset market linkages in crisis periods," Proceedings 727, Federal Reserve Bank of Chicago.
- de Vries, Casper G & Hartmann, Philipp & Straetmans, Stefan, 2001. "Asset Market Linkages in Crisis Periods," CEPR Discussion Papers 2916, C.E.P.R. Discussion Papers.
- Roberto Rigobon & Brian P. Sack, 2002.
"The impact of monetary policy on asset prices,"
Finance and Economics Discussion Series
2002-4, Board of Governors of the Federal Reserve System (U.S.).
- Franklin Allen & Douglas Gale, 1998. "Financial Contagion Journal of Political Economy," Center for Financial Institutions Working Papers 98-31, Wharton School Center for Financial Institutions, University of Pennsylvania.
- gulielmo maria caporale & rea cipollini & nicola spagnolo, 2004.
"Testing For Contagion: A Conditional Correlation Analysis,"
- Caporale, Guglielmo Maria & Cipollini, Andrea & Spagnolo, Nicola, 2005. "Testing for contagion: a conditional correlation analysis," Journal of Empirical Finance, Elsevier, vol. 12(3), pages 476-489, June.
- Vance L. Martin & Mardi Dungey, 2007. "Unravelling financial market linkages during crises," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(1), pages 89-119.
- Kristin Forbes & Roberto Rigobon, 1999.
"No Contagion, Only Interdependence: Measuring Stock Market Co-movements,"
NBER Working Papers
7267, National Bureau of Economic Research, Inc.
- Kristin J. Forbes & Roberto Rigobon, 2002. "No Contagion, Only Interdependence: Measuring Stock Market Comovements," Journal of Finance, American Finance Association, vol. 57(5), pages 2223-2261, October.
- Favero, Carlo A. & Giavazzi, Francesco, 2002. "Is the international propagation of financial shocks non-linear?: Evidence from the ERM," Journal of International Economics, Elsevier, vol. 57(1), pages 231-246, June.
- Pesaran, M.H. & Pick, A., 2004.
"Econometric Issues in the Analysis of Contagion,"
Cambridge Working Papers in Economics
0402, Faculty of Economics, University of Cambridge.
- M. Hashem Pesaran & Andreas Pick, 2004. "Econometric Issues in the Analysis of Contagion," CESifo Working Paper Series 1176, CESifo Group Munich.
- Hashem Pesaran & Andreas Pick, 2004. "Econometric Issues in the Analysis of Contagion," Money Macro and Finance (MMF) Research Group Conference 2004 67, Money Macro and Finance Research Group.
- Corsetti, Giancarlo & Pericoli, Marcello & Sbracia, Massimo, 2005.
"'Some contagion, some interdependence': More pitfalls in tests of financial contagion,"
Journal of International Money and Finance,
Elsevier, vol. 24(8), pages 1177-1199, December.
- Corsetti, Giancarlo & Pericoli, Marcello & Sbracia, Massimo, 2002. "Some Contagion, Some Interdependence: More Pitfalls in Tests of Financial Contagion," CEPR Discussion Papers 3310, C.E.P.R. Discussion Papers.
- Sandro Brusco & Fabio Castiglionesi, 2007.
"Liquidity Coinsurance, Moral Hazard, and Financial Contagion,"
Journal of Finance,
American Finance Association, vol. 62(5), pages 2275-2302, October.
- Sandro Brusco & Fabio Castiglionesi, 2005. "Liquidity Coinsurance, Moral Hazard and Financial Contagion," Department of Economics Working Papers 05-12, Stony Brook University, Department of Economics.
- Anna Pavlova & Roberto Rigobon, 2008.
"The Role of Portfolio Constraints in the International Propagation of Shocks,"
Review of Economic Studies,
Oxford University Press, vol. 75(4), pages 1215-1256.
- Pavlova, Anna & Rigobon, Roberto, 2008. "The Role of Portfolio Constraints in the International Propagation of Shocks," CEPR Discussion Papers 6647, C.E.P.R. Discussion Papers.
- Rothenberg, Thomas J, 1971. "Identification in Parametric Models," Econometrica, Econometric Society, vol. 39(3), pages 577-91, May.
- Nobuhiro Kiyotaki & John Moore, 2002. "Balance-Sheet Contagion," American Economic Review, American Economic Association, vol. 92(2), pages 46-50, May.
- Cerra, Valerie & Saxena, Sweta Chaman, 2002. "Contagion, Monsoons, and Domestic Turmoil in Indonesia's Currency Crisis," Review of International Economics, Wiley Blackwell, vol. 10(1), pages 36-44, February.
- Roberto Rigobon, 1999. "On the Measurement of the International Propagation of Shocks," NBER Working Papers 7354, National Bureau of Economic Research, Inc.
- Dornbusch, Rudiger & Park, Yung Chul & Claessens, Stijn, 2000. "Contagion: Understanding How It Spreads," World Bank Research Observer, World Bank Group, vol. 15(2), pages 177-97, August.
- Shaun Bond & Mardi Dungey & Renée Fry, 2006. "A Web Of Shocks: Crises Across Asian Real Estate Markets," The Journal of Real Estate Finance and Economics, Springer, vol. 32(3), pages 253-274, May.
- Billio, Monica & Pelizzon, Loriana, 2003. "Contagion and interdependence in stock markets: Have they been misdiagnosed?," Journal of Economics and Business, Elsevier, vol. 55(5-6), pages 405-426.
- Baur, Dirk & Schulze, Niels, 2005. "Coexceedances in financial markets--a quantile regression analysis of contagion," Emerging Markets Review, Elsevier, vol. 6(1), pages 21-43, April.
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