Network analysis of exchange data: Interdependence drives crisis contagion
In this paper we detect the linear and nonlinear co-movements presented on the real exchange rate in a group of 28 developed and developing countries that have suffered currency and financial crises during 15 years. We have used the matrix of Pearson correlation and Phase Synchronous (PS) coefficients and an appropriate metric distance between pairs of countries in order to construct a topology and hierarchies by using the Minimum Spanning Tree (MST). In addition, we have calculated the MST cost and global correlation coefficients to observe the co-movements dynamics along the time sample. By comparing Pearson and phase synchronous information we address a new methodology that can uncover meaningful information on the contagion economic issue and, more generally, in the debate around interdependence and/or contagion among financial time series. Our results suggest some evidence of contagion in the Asian currency crises but this crisis contagion is due to previous and stable interdependence.
|Date of creation:||12 Mar 2008|
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- R. Mantegna, 1999.
"Hierarchical structure in financial markets,"
The European Physical Journal B - Condensed Matter and Complex Systems,
Springer, vol. 11(1), pages 193-197, September.
- R. Mantegna, 1999. "Hierarchical structure in financial markets," The European Physical Journal B - Condensed Matter and Complex Systems, Springer, vol. 11(1), pages 193-197, September.
- Gravelle, Toni & Kichian, Maral & Morley, James, 2006.
"Detecting shift-contagion in currency and bond markets,"
Journal of International Economics,
Elsevier, vol. 68(2), pages 409-423, March.
- Toni Gravelle & Maral Kichian & James Morley, 2002. "Detecting shift-contagion in currency and bond markets," Computing in Economics and Finance 2002 58, Society for Computational Economics.
- Roberto Rigobon, 2002.
"Contagion: How to Measure It?,"
in: Preventing Currency Crises in Emerging Markets, pages 269-334
National Bureau of Economic Research, Inc.
- Bonanno, Giovanni & Lillo, Fabrizio & Mantegna, Rosario N., 2001.
"Levels of complexity in financial markets,"
Physica A: Statistical Mechanics and its Applications,
Elsevier, vol. 299(1), pages 16-27.
- J. Pérez, 2005. "Empirical identification of currency crises: differences and similarities between indicators," Applied Financial Economics Letters, Taylor and Francis Journals, vol. 1(1), pages 41-46, January.
- Mardi Dungey & Renee Fry & Brenda Gonzalez-Hermosillo & Vance Martin, 2005.
"Empirical modelling of contagion: a review of methodologies,"
Taylor & Francis Journals, vol. 5(1), pages 9-24.
- Vance L. Martin & Brenda Gonzalez-Hermosillo, & Mardi Dungey & Renee A. Fry, 2004. "Empirical Modelling of Contagion: A Review of Methodologies," Econometric Society 2004 Australasian Meetings 243, Econometric Society.
- Martin, V. & Dungey & M., 2004. "Empirical Modelling of Contagion: A Review of Methodologies," Econometric Society 2004 Far Eastern Meetings 574, Econometric Society.
- Mardi Dungey & Renee Fry & Vance Martin & Brenda GonzÃ¡lez-Hermosillo, 2004. "Empirical Modeling of Contagion: A Review of Methodologies," IMF Working Papers 04/78, International Monetary Fund.
- Michael J. Naylor & Lawrence C. Rose & Brendan J. Moyle, 2006.
"Topology of Foreign Exchange Markets using Hierarchical Structure Methods,"
physics/0608084, arXiv.org, revised Nov 2006.
- Naylor, Michael J. & Rose, Lawrence C. & Moyle, Brendan J., 2007. "Topology of foreign exchange markets using hierarchical structure methods," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 382(1), pages 199-208.
- King, Mervyn A & Wadhwani, Sushil, 1990.
"Transmission of Volatility between Stock Markets,"
Review of Financial Studies,
Society for Financial Studies, vol. 3(1), pages 5-33.
- Fazio, Giorgio, 2007. "Extreme interdependence and extreme contagion between emerging markets," Journal of International Money and Finance, Elsevier, vol. 26(8), pages 1261-1291, December.
- Eichengreen, Barry & Rose, Andrew & Wyplosz, Charles, 1996. " Contagious Currency Crises: First Tests," Scandinavian Journal of Economics, Wiley Blackwell, vol. 98(4), pages 463-84, December.
- 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.
- Darbellay, Georges A & Wuertz, Diethelm, 2000. "The entropy as a tool for analysing statistical dependences in financial time series," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 287(3), pages 429-439.
- Candelon, Bertrand & Hecq, Alain & Verschoor, Willem F.C., 2005. "Measuring common cyclical features during financial turmoil: Evidence of interdependence not contagion," Journal of International Money and Finance, Elsevier, vol. 24(8), pages 1317-1334, December.
- Reinhart, Carmen & Kaminsky, Graciela & Lizondo, Saul, 1998.
"Leading Indicators of Currency Crises,"
6981, University Library of Munich, Germany.
- Rigobon, Roberto, 2003. "On the measurement of the international propagation of shocks: is the transmission stable?," Journal of International Economics, Elsevier, vol. 61(2), pages 261-283, December.
- Mizuno, Takayuki & Takayasu, Hideki & Takayasu, Misako, 2006. "Correlation networks among currencies," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 364(C), pages 336-342.
- Abdulnasser Hatemi-J & R. Scott Hacker, 2005. "An alternative method to test for contagion with an application to the Asian financial crisis," Applied Financial Economics Letters, Taylor and Francis Journals, vol. 1(6), pages 343-347, November.
- Vasiliki Plerou & Parameswaran Gopikrishnan & Bernd Rosenow & Luis A. Nunes Amaral & H. Eugene Stanley, 1999. "Universal and non-universal properties of cross-correlations in financial time series," Papers cond-mat/9902283, arXiv.org.
- Mardi Dungey & Renée Fry & Vance L. Martin, 2006. "Correlation, Contagion, and Asian Evidence," Asian Economic Papers, MIT Press, vol. 5(2), pages 32-72, June.
- 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.
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