Estimation of dynamic asymmetric tail dependences: an empirical study on Asian developed futures markets

References

• Ané , T and Kharoubi , C . 2003 . Dependence structure and risk measure . Journal of Business , 76 : 411 – 38 .
   Web of Science ®Google Scholar
• Ang , A and Bekaert , G . 2002 . International asset allocation with regime shifts . Review of Financial Studies , 15 : 1137 – 87 .
   Web of Science ®Google Scholar
• Ang , A and Chen , J . 2002 . Asymmetric correlation of equity portfolios . Journal of Financial Economics , 63 : 443 – 94 .
   Web of Science ®Google Scholar
• Bae , K , Karolyi , G and Stulz , R . 2003 . A new approach to measuring financial contagion . Review of Financial Studies , 16 : 717 – 63 .
   Web of Science ®Google Scholar
• Bouyè , E , Durrleman , V , Nikeghbali , A , Riboulet , G and Roncalli , T . 2000 . Copulas for finance – a reading guide and some applications, Working Paper, Groupe de Recherche Operationella . Credit Lyonnais ,
   Google Scholar
• Bradley , BO and Taqqu , MS . 2003 . “ Financial risk and heavy tails ” . In Handbook of Heavy Tailed Distributions in Finance, Chapter 2 , Edited by: Rachev , S . 35 – 103 . Amsterdam : Elsevier .
   Google Scholar
• Caillaut , C and Guégan , D . 2005 . Empirical estimation of tail dependence using copulas: application to Asian markets . Quantitative Finance , 5 : 489 – 501 .
   Web of Science ®Google Scholar
• Chen , YJ , Duan , JC and Hung , MW . 1999 . Volatility and maturity effects in the Nikkei index futures . Journal of Futures Markets , 19 : 895 – 909 .
   Web of Science ®Google Scholar
• Cheng , LTW , Fung , JKW and Chan , KC . 2000 . Pricing dynamics of index options and index futures in Hong Kong before and during the Asian financial crisis . Journal of Futures Markets , 20 : 145 – 66 .
   Web of Science ®Google Scholar
• Cherubini , U , Luciano , E and Vecchiato , W . 2004 . Copula Methods in Finance , UK : John Wiley and Sons Ltd .
   Google Scholar
• De Santis , G and Gerard , B . 1997 . International asset pricing and portfolio diversification with time varying risk . Journal of Finance , 52 : 1881 – 912 .
   Web of Science ®Google Scholar
• Diebold , FX , Gunther , TA and Tay , AS . 1998 . Evaluating density forecasts with applications to financial risk management . International Economic Review , 39 : 863 – 83 .
   Web of Science ®Google Scholar
• Embrechts , P , Lindskog , F and McNeil , AJ . 2003 . “ Modeling dependence with copulas and applications to risk management ” . In Handbook of Heavy Tailed Distributions in Finance, Chapter 8 , Edited by: Rachev , S . 329 – 84 . Amsterdam : Elsevier .
   Google Scholar
• Embrechts , P , McNeil , AJ and Straumann , D . 2000 . “ Correlation: pitfalls and alternatives ” . In Extremes and Integrated Risk Management , Edited by: Embrechts , P . 71 – 6 . Risk Books Risk Waters Group Ltd .
   Google Scholar
• Embrechts , P , McNeil , AJ and Straumann , D . 2002 . “ Correlation and dependence in risk management: properties and pitfalls ” . In Risk Management: Value at Risk and Beyond , Edited by: Dempster , MAH . 176 – 223 . UK : Cambridge University Press .
   Google Scholar
• Engle , RF . 1982 . Autoregressive conditional heteroskedasticity with estimates of the variance of UK inflation . Econometrica , 50 : 987 – 1008 .
   Web of Science ®Google Scholar
• Erb , CB , Harvey , CR and Viskanta , TE . 1994 . Forecasting international equity correlations . Financial Analysts Journal , November–December : 32 – 45 .
   Google Scholar
• Hansen , BE . 1994 . Autoregressive conditional density estimation . International Economic Review , 35 : 705 – 30 .
   Web of Science ®Google Scholar
• Hansen , PR . 2005 . A test for superior predictive ability . Journal of Business and Economic Statistics , 23 : 365 – 80 .
   Web of Science ®Google Scholar
• Hong , H and Stein , JC . 2003 . Differences of opinion, short-sales constraints, and market crashes . Review of Financial Studies , 16 : 487 – 525 .
   Web of Science ®Google Scholar
• Hu , L . 2006 . Dependence patterns across financial markets: a mixed copula approach . Applied Financial Economics , 16 : 717 – 29 .
   Google Scholar
• Inoue , A and Kilian , L . 2004 . In-sample or out-of-sample tests of predictability: which one should we use? . Econometric Reviews , 23 : 371 – 402 .
   Google Scholar
• Joe , H . 1997 . Multivariate Models and Dependence Concepts , London : Chapman and Hall .
   Google Scholar
• Joe , H . 2005 . Asymmetric efficiency of the two-stage estimation method for copula-based models . Journal of Multivariate Analysis , 94 : 401 – 19 .
   Web of Science ®Google Scholar
• Jondeau , E and Rockinger , M . 2003 . Conditional volatility, skewness, and kurtosis: existence, persistence, and comovements . Journal of Economic Dynamics and Control , 27 : 1699 – 737 .
   Web of Science ®Google Scholar
• Jondeau , E and Rockinger , M . 2006 . The copula-GARCH model of conditional dependencies: an international stock market application . Journal of International Money and Finance , 25 : 827 – 53 .
   Web of Science ®Google Scholar
• Kim , IJ , Ko , K and Noh , SK . 2002 . Time-varying bid-ask components of Nikkei 225 index futures on SIMEX . Pacific-Basin Finance Journal , 10 : 183 – 200 .
   Google Scholar
• King , M , Sentana , E and Wadhwani , S . 1994 . Volatility and links between national stock markets . Econometrica , 62 : 901 – 33 .
   Web of Science ®Google Scholar
• Kroner , K and Ng , VK . 1998 . Modeling asymmetric comovements of asset returns . Review of Financial Studies , 11 : 817 – 44 .
   Web of Science ®Google Scholar
• Levy , M . 2008 . Stock market crashes as social phase transitions . Journal of Economic Dynamics and Control , 32 : 137 – 55 .
   Web of Science ®Google Scholar
• Longin , F and Solnik , B . 1995 . Is the correlation in international equity returns constant: 1960–1990? . Journal of International Money and Finance , 14 : 3 – 26 .
   Web of Science ®Google Scholar
• Longin , F and Solnik , B . 2001 . Extreme correlation of international equity markets . Journal of Finance , 56 : 649 – 76 .
   Web of Science ®Google Scholar
• Mardia , KV . 1970 . Measures of multivariate skewness and kurtosis with applications . Biometrika , 57 : 519 – 30 .
   Web of Science ®Google Scholar
• Newey , WK and McFadden , D . 1994 . “ Large sample estimation and hypothesis testing ” . In Handbook of Econometrics , Edited by: Engle , RF and McFadden , D . Vol. 4 , 2111 – 245 . Amsterdam : North Holland .
   Google Scholar
• Patton , AJ . 2006a . Modeling asymmetric exchange rate dependence . International Economic Review , 47 : 527 – 56 .
   Web of Science ®Google Scholar
• Patton , AJ . 2006b . Estimation of multivariate models for time series of possibly different lengths . Journal of Applied Econometrics , 21 : 147 – 73 .
   Web of Science ®Google Scholar
• Politis , DN and Romano , JP . 1994 . The stationary bootstrap . Journal of the American Statistical Association , 89 : 1303 – 13 .
   Web of Science ®Google Scholar
• Politis , DN and White , H . 2004 . Automatic block-length selection for the dependent bootstrap . Econometric Reviews , 23 : 53 – 70 .
   Google Scholar
• Poon , SH , Rockinger , M and Tawn , J . 2004 . Extreme value dependence in financial markets: diagnostics, models, and financial implications . Review of Financial Studies , 17 : 501 – 610 .
   Web of Science ®Google Scholar
• Rodriguez , JC . 2007 . Measuring financial contagion: a copula approach . Journal of Empirical Finance , 14 : 401 – 23 .
   Google Scholar
• Sklar , A . 1959 . Functions de répartition à n dimensions et leurs marges . Publications de l’Institut de Statistique de l’Université de Paris , 8 : 229 – 31 .
   Google Scholar
• So , RW and Tse , Y . 2004 . Price discovery in the Hang Seng index markets: index, futures, and the tracker fund . Journal of Futures Markets , 24 : 887 – 907 .
   Web of Science ®Google Scholar
• Vuong , QH . 1989 . Likelihood ratio tests for model selection and non-nested hypotheses . Econometrica , 57 : 307 – 33 .
   Web of Science ®Google Scholar
• West , K . 1996 . Asymptotic inference about predictive ability . Econometrica , 64 : 1067 – 84 .
   Web of Science ®Google Scholar
• White , H . 1994 . “ Estimation, Inference and Specification Analysis ” . In Econometric Society Monographs No. 22 , Cambridge, UK : Cambridge University Press .
   Google Scholar
• White , H . 2000 . A reality check for data snooping . Econometrica , 68 : 1097 – 126 .
   Web of Science ®Google Scholar
• Yang , L , Tapon , F and Sun , Y . 2006 . International correlations across stock markets and industries: trends and patterns 1988–2002 . Applied Financial Economics , 16 : 1171 – 83 .
   Google Scholar