Leverage and Volatility Feedback Effects and Conditional Dependence Index: A Nonparametric Study

作者: Yiguo Sun , Ximing Wu

DOI: 10.3390/JRFM11020029

关键词:

摘要: This paper studies the contemporaneous relationship between SP (b) negative dependence is stronger in extreme bearish markets than bullish markets; (c) gradually weakens as market return moves toward center of its distribution, or quiet markets. The unique structure supports VIX a barometer markets’ mood general. Moreover, applying proposed method to S&P 500 returns and implied variance (VIX2), we find that nonparametric leverage effect much volatility feedback effect, although, general, both effects are weaker relation log-increments VIX.

参考文章(40)
Jeffrey S. Racine, Mixed data kernel copulas Empirical Economics. ,vol. 48, pp. 37- 59 ,(2015) , 10.1007/S00181-015-0913-3
B.J. Christensen, N.R. Prabhala, The relation between implied and realized volatility Journal of Financial Economics. ,vol. 50, pp. 125- 150 ,(1998) , 10.1016/S0304-405X(98)00034-8
Jeff Fleming, The quality of market volatility forecasts implied by S&P 100 index option prices Journal of Empirical Finance. ,vol. 5, pp. 317- 345 ,(1998) , 10.1016/S0927-5398(98)00002-4
Kenneth R. French, G.William Schwert, Robert F. Stambaugh, Expected stock returns and volatility Journal of Financial Economics. ,vol. 19, pp. 3- 29 ,(1987) , 10.1016/0304-405X(87)90026-2
Bradford R. Crain, Estimation of Distributions Using Orthogonal Expansions Annals of Statistics. ,vol. 2, pp. 454- 463 ,(1974) , 10.1214/AOS/1176342706
Ann Marie Hibbert, Robert T. Daigler, Brice Dupoyet, A behavioral explanation for the negative asymmetric return–volatility relation Journal of Banking and Finance. ,vol. 32, pp. 2254- 2266 ,(2008) , 10.1016/J.JBANKFIN.2007.12.046
B.M. Ishaq, C. Nguyen, Diversification evidence from international equity markets using extreme values and stochastic copulas Journal of International Financial Markets, Institutions and Money. ,vol. 22, pp. 622- 646 ,(2012) , 10.1016/J.INTFIN.2012.02.004
E. T. Jaynes, Information Theory and Statistical Mechanics Physical Review. ,vol. 106, pp. 620- 630 ,(1957) , 10.1103/PHYSREV.106.620
Cuong C. Nguyen, M. Ishaq Bhatti, Copula model dependency between oil prices and stock markets: Evidence from China and Vietnam Journal of International Financial Markets, Institutions and Money. ,vol. 22, pp. 758- 773 ,(2012) , 10.1016/J.INTFIN.2012.03.004