Contagion: How to Measure It?
The empirical literature on contagion has mainly measured the propagation of shocks across countries using daily stock markets, interest rates, and exchange rates. Several methodologies have been used for this purpose, however, the properties of the data introduces important limitations on the implementation of these procedures, as well as on the interpretation of the results. This paper, has three objectives: First, it evaluates some of the techniques that have been used frequently to measure contagion. The paper argues that if the data suffers from heteroskedasticity (conditional or not), omitted variables and simultaneous equation problems, the conclusions drawn from most of the procedures could be biased. Second, the paper summarizes two new procedures that have been developed to cope with these problems. One methodology is aimed to test for the stability of parameters, while the other one estimates consistently the contemporaneous relationship across countries. Finally, the paper estimates (consistently) the contemporaneous transmission mechanism between emerging stock markets, and bond markets. Furthermore, it is found that regional variables, as well as trade linkages, constitute a sizeable explanation of the strength of the propagation of shocks across bond markets, but not as important in stock markets.
|Date of creation:||Feb 2001|
|Publication status:||published as Contagion: How to Measure It? , Roberto Rigobon. in Preventing Currency Crises in Emerging Markets , Edwards and Frankel. 2002|
|Contact details of provider:|| Postal: National Bureau of Economic Research, 1050 Massachusetts Avenue Cambridge, MA 02138, U.S.A.|
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- Taimur Baig & Ilan Goldfajn, 2000.
"The Russian Default and the Contagion to Brazil,"
IMF Working Papers
00/160, International Monetary Fund.
- Eichengreen, Barry & Rose, Andrew K & Wyplosz, Charles, 1996.
"Contagious Currency Crises,"
CEPR Discussion Papers
1453, C.E.P.R. Discussion Papers.
- Karolyi, G Andrew & Stulz, Rene M, 1996.
" Why Do Markets Move Together? An Investigation of U.S.-Japan Stock Return Comovements,"
Journal of Finance,
American Finance Association, vol. 51(3), pages 951-986, July.
- G. Andrew Karoly & Rene Stulz, "undated". "Why do Markets Move Together? An Investigation of U.S.-Japan Stock Return Comovements," Research in Financial Economics 9603, Ohio State University.
- Kristin J. Forbes, 1999. "How are shocks propagated internationally? Firm-level evidence from the Russian and East Asian crises," Proceedings, Federal Reserve Bank of San Francisco, issue Sep, pages -.
- Kee-Hong Bae & G. Andrew Karolyi & René M. Stulz, 2003.
"A New Approach to Measuring Financial Contagion,"
Review of Financial Studies,
Society for Financial Studies, vol. 16(3), pages 717-763, July.
- Kee-Hong Bae & G. Andrew Karolyi & Rene M. Stulz, 2000. "A New Approach to Measuring Financial Contagion," NBER Working Papers 7913, National Bureau of Economic Research, Inc.
- Kee-Hong Bae & G. Andrew Karolyi & Rene M. Stulz, 2001. "A new approach to measuring financial contagion," Proceedings 743, Federal Reserve Bank of Chicago.
- Honore, Bo E. & Kyriazidou, Ekaterini & Udry, Christopher, 1997.
"Estimation of Type 3 Tobit models using symmetric trimming and pairwise comparisons,"
Journal of Econometrics,
Elsevier, vol. 76(1-2), pages 107-128.
- Bo E. Honore & Ekaterini Kyriazidou & Christopher Udry, "undated". "Estimation of Type 3 Tobit Models using Symmetric Trimming and Pairwise Comparisons," Home Pages _001, Princeton University, Department of Economics.
- Kiyotaki, Nobuhiro & Moore, John, 1997.
Journal of Political Economy,
University of Chicago Press, vol. 105(2), pages 211-248, April.
- Ryo Kato, 2003. "Matlab code for Kiyotaki-Moore credit cycles," QM&RBC Codes 113, Quantitative Macroeconomics & Real Business Cycles.
- John Moore & Nobuhiro Kiyotaki, "undated". "Credit Cycles," Discussion Papers 1995-5, Edinburgh School of Economics, University of Edinburgh.
- Nobuhiro Kiyotaki & John Moore, 1995. "Credit Cycles," NBER Working Papers 5083, National Bureau of Economic Research, Inc.
- Reinhart, Carmen & Goldstein, Morris & Kaminsky, Graciela, 2000. "Assessing financial vulnerability, an early warning system for emerging markets: Introduction," MPRA Paper 13629, University Library of Munich, Germany.
- Horowitz, Joel L, 1992. "A Smoothed Maximum Score Estimator for the Binary Response Model," Econometrica, Econometric Society, vol. 60(3), pages 505-531, May.
- Ratna Sahay & R. G Gelos, 2000.
"Financial Market Spillovers in Transition Economies,"
IMF Working Papers
00/71, International Monetary Fund.
- R. Gaston Gelos & Ratna Sahay, 2001. "Financial market spillovers in transition economies," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 9(1), pages 53-86, March.
- Horowitz, Joel L., 1993. "Semiparametric estimation of a work-trip mode choice model," Journal of Econometrics, Elsevier, vol. 58(1-2), pages 49-70, July.
- Manski, Charles F., 1985. "Semiparametric analysis of discrete response : Asymptotic properties of the maximum score estimator," Journal of Econometrics, Elsevier, vol. 27(3), pages 313-333, March.
- Reinhart, Carmen & Kaminsky, Graciela, 2008.
"The center and the periphery: The globalization of financial turmoil,"
14100, University Library of Munich, Germany.
- Graciela L. Kaminsky & Carmen Reinhart, 2003. "The Center and the Periphery: The Globalization of Financial Turmoil," NBER Working Papers 9479, National Bureau of Economic Research, Inc.
- Paul Cashin & Manmohan S. Kumar & C. John McDermott, 1995. "International Integration of Equity Markets and Contagion Effects," IMF Working Papers 95/110, International Monetary Fund.
- Sentana, Enrique & Fiorentini, Gabriele, 2001.
"Identification, estimation and testing of conditionally heteroskedastic factor models,"
Journal of Econometrics,
Elsevier, vol. 102(2), pages 143-164, June.
- Gabriele Fiorentini & Enrique Sentana Iváñez, 1997. "Identification, estimation and testing of conditionally heteroskedastic factor models," Working Papers. Serie AD 1997-22, Instituto Valenciano de Investigaciones Económicas, S.A. (Ivie).
- Sentana, E. & Fiorentini, G., 1997. "Identification, Estimation and Testing of Conditionally Heteroskedastic Factor Model," Papers 9709, Centro de Estudios Monetarios Y Financieros-.
- Carmen M. Reinhart & Sara Calvo, 1996.
"Capital Flows to Latin America: Is There Evidence of Contagion Effects?,"
Peterson Institute Press: Chapters,
in: Guillermo A. Calvo & Morris Goldstein & Eduard Hochreiter (ed.), Private Capital Flows to Emerging Markets After the Mexican Crisis, pages 151-171
Peterson Institute for International Economics.
- Reinhart, Carmen & Calvo, Sara, 1996. "Capital Flows to Latin America: Is There Evidence of Contagion Effects?”," MPRA Paper 7124, University Library of Munich, Germany.
- Calvo, Sara & Reinhart, Carmen, 1996. "Capital flows to Latin America : Is there evidence of contagion effects?," Policy Research Working Paper Series 1619, The World Bank.
- 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.
- Mervyn A. King & Sushil Wadhwani, 1989.
"Transmission of Volatility Between Stock Markets,"
NBER Working Papers
2910, National Bureau of Economic Research, Inc.
- Reuven Glick & Andrew K. Rose, 1998.
"Contagion and trade: why are currency crises regional?,"
Pacific Basin Working Paper Series
98-03, Federal Reserve Bank of San Francisco.
- Glick, Reuven & Rose, Andrew K., 1999. "Contagion and trade: Why are currency crises regional?," Journal of International Money and Finance, Elsevier, vol. 18(4), pages 603-617, August.
- Glick, Reuven & Rose, Andrew K, 1998. "Contagion and Trade: Why are Currency Crises Regional," CEPR Discussion Papers 1947, C.E.P.R. Discussion Papers.
- Reuven Glick & Andrew K. Rose, 1998. "Contagion and Trade: Why Are Currency Crises Regional?," NBER Working Papers 6806, National Bureau of Economic Research, Inc.
- Powell, James L, 1986. "Symmetrically Trimmed Least Squares Estimation for Tobit Models," Econometrica, Econometric Society, vol. 54(6), pages 1435-1460, November.
- Calvo, Guillermo A. & Mendoza, Enrique G., 2000.
"Rational contagion and the globalization of securities markets,"
Journal of International Economics,
Elsevier, vol. 51(1), pages 79-113, June.
- Guillermo A. Calvo & Enrique G. Mendoza, 1999. "Regional Contagion and the Globalization of Securities Markets," NBER Working Papers 7153, National Bureau of Economic Research, Inc.
- Roberto Rigobon, 1999. "On the Measurement of the International Propagation of Shocks," NBER Working Papers 7354, National Bureau of Economic Research, Inc.
- Roberto Rigobon, 2003. "Identification Through Heteroskedasticity," The Review of Economics and Statistics, MIT Press, vol. 85(4), pages 777-792, November.
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