Behavioural Heterogeneity and Shift-Contagion: Evidence from the Asian Crisis

In this paper, we propose an empirical model based on the heterogeneous agents literature. Price changes are induced by fundamental, technical, and international factors. The model is estimated for Hong Kong and Thailand surrounding the Asian crisis. We find that the three sources are relevant and that their relative price impact fluctuates conditional on price impact in the previous period. Results imply that the crisis is triggered in Thailand due to an increased focus on the fundamental price, followed by an increase in chartism and finally aggravated by a focus on foreign developments. Furthermore, the crisis deepens in Hong Kong because of increased attention for foreign markets.

[1]  C. Chiarella,et al.  The Dynamic Interaction of Speculation and Diversification , 2005 .

[2]  M. Beine,et al.  Imitation Amongst Exchange-Rate Forecasters: Evidence from Survey Data , 2003 .

[3]  J. Fred Weston,et al.  The Investment, Financing, and Valuation of the Corporation. , 1963 .

[4]  F. Westerhoff,et al.  Nonlinearities and Cyclical Behavior: The Role of Chartists and Fundamentalists , 2003 .

[5]  Roberto Rigobon,et al.  Measuring Contagion: Conceptual and Empirical Issues , 2001 .

[6]  Leigh Tesfatsion,et al.  Handbook of Computational Economics, Volume 2: Agent-Based Computational Economics (Handbook of Computational Economics) , 2006 .

[7]  Richard H. Day,et al.  Bulls, bears and market sheep , 1990 .

[8]  Paul De Grauwe,et al.  Heterogeneity of agents, transactions costs and the exchange rate , 2005 .

[9]  Carmen M. Reinhart,et al.  The Unholy Trinity of Financial Contagion , 2003 .

[10]  Paul R. Masson,et al.  Contagion: Monsoonal Effects, Spillovers, and Jumps Between Multiple Equilibria , 1998 .

[11]  T. Moser What is International Financial Contagion? , 2003 .

[12]  Mark P. Taylor,et al.  Charts, Noise and Fundamentals in the London Foreign Exchange Market , 1990 .

[13]  R. Palmer,et al.  Time series properties of an artificial stock market , 1999 .

[14]  T. Lux The socio-economic dynamics of speculative markets: interacting agents, chaos, and the fat tails of return distributions , 1998 .

[15]  R. Rigobón,et al.  No Contagion, Only Interdependence: Measuring Stock Market Comovements , 2002 .

[16]  I. Goldfajn,et al.  Financial Market Contagion in the Asian Crisis , 1998, IMF Staff Papers.

[17]  Christian C. P. Wolff,et al.  Dispersion of Beliefs in the Foreign Exchange Market , 2008 .

[18]  G. Calvo,et al.  Private capital flows to emerging markets after the Mexican crisis , 1996 .

[19]  Sang Bin Lee,et al.  DOES THE OCTOBER 1987 CRASH STRENGTHEN THE CO‐MOVEMENTS AMONG NATIONAL STOCK MARKETS? , 1993 .

[20]  Carmen M. Reinhart,et al.  On crises, contagion, and confusion , 2000 .

[21]  Andrew K. Rose,et al.  Contagious Currency Crises: First Tests , 1996 .

[22]  B. LeBaron Agent-based Computational Finance , 2006 .

[23]  Paul De Grauwe,et al.  Exchange rate puzzles: A tale of switching attractors , 2006 .

[24]  W. Brock,et al.  Heterogeneous beliefs and routes to chaos in a simple asset pricing model , 1998 .

[25]  Marcello Pericoli,et al.  Some Contagion, Some Interdependence: More Pitfalls in Tests of Financial Contagion , 2002 .

[26]  M. King,et al.  Transmission of Volatility between Stock Markets , 1989 .

[27]  J. Chavas On information and market dynamics: The case of the U.S. beef market , 2000 .

[28]  C. Hommes Heterogeneous Agent Models in Economics and Finance , 2005 .

[29]  William A. Brock,et al.  A rational route to randomness , 1997 .

[30]  Laura Gardini,et al.  Speculative behaviour and complex asset price dynamics: a global analysis , 2002 .

[31]  Roberto Dieci,et al.  The effectiveness of Keynes-Tobin transaction taxes when heterogeneous agents can trade in different markets: A behavioral finance approach , 2006 .

[32]  Mark P. Taylor,et al.  The use of technical analysis in the foreign exchange market , 1992 .

[33]  Stefan Reitz,et al.  Heterogeneous expectations in the foreign exchange market , 2005 .

[34]  P. Bacchetta,et al.  A Scapegoat Model of Exchange Rate Fluctuations , 2004 .

[35]  Roberto Rigobon,et al.  Identification Through Heteroskedasticity , 2003, Review of Economics and Statistics.

[36]  M. Gordon,et al.  The Investment, Financing, and Valuation of the Corporation , 1962 .

[37]  Carl Chiarella,et al.  Heterogeneous Beliefs, Risk and Learning in a Simple Asset Pricing Model , 2002 .

[38]  Saangjoon Baak Tests for bounded rationality with a linear dynamic model distorted by heterogeneous expectations , 1999 .

[39]  Robert J. Vigfusson Switching between Chartists and Fundamentalists: A Markov Regime-Switching Approach , 1996 .

[40]  Sebastiano Manzan,et al.  Behavioral Heterogeneity in Stock Prices , 2005 .

[41]  Carmen M. Reinhart,et al.  Capital Flows to Latin America: Is There Evidence of Contagion Effects? , 1996 .

[42]  E. Fama,et al.  The Equity Premium , 2001 .

[43]  Remco C. J. Zwinkels,et al.  A heterogeneous route to the European monetary system crisis , 2009 .

[44]  Toni Gravelle,et al.  Detecting shift-contagion in currency and bond markets , 2006 .

[45]  Frank Westerhoff,et al.  Multi-Asset Market Dynamics , 2003 .

[46]  Frank Westerhoff,et al.  Commodity price cycles and heterogeneous speculators: a STAR–GARCH model , 2007 .

[47]  B. Candelon,et al.  Measuring common cyclical features during financial turmoil: evidence of interdependence not contagion , 2005 .

[48]  Peter Winker,et al.  Indirect Estimation of the Parameters of Agent Based Models of Financial Markets , 2001 .

[49]  Kenneth A. Froot,et al.  Chartists, Fundamentalists and the Demand for Dollars , 1991 .

[50]  Mark P. Taylor,et al.  Private behaviour and government policy in interdependent economies , 1993 .

[51]  Frank Westerhoff,et al.  MULTIASSET MARKET DYNAMICS , 2004, Macroeconomic Dynamics.

[52]  Laura Gardini,et al.  Speculative Behaviour and Complex Asset Price Dynamics , 2001 .