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FINANCIAL ECONOMICS

Stylized patterns in implied volatility indices and stock market returns: A cross country analysis across developed and emerging markets

& | (Reviewing editor)
Article: 1723185 | Received 15 Aug 2019, Accepted 06 Dec 2019, Published online: 06 Feb 2020

References

  • Backus, D. K., & Gregory, A. W. (1993). Theoretical relations between risk premiums and conditional variances. Journal of Business & Economic Statistics, 11(2), 177–24.
  • Bekaert, G., & Wu, G. (2000). Asymmetric volatility and risk in equity markets. The Review of Financial Studies, 13(1), 1–42. doi:10.1093/rfs/13.1.1
  • Black, F. (1976). Studies of stock price volatility changes, proceedings of the 1976 meetings of the american statistical association, business, and economic statistic section. J Finance, 41, 529–543.
  • Blay, K., & Markowitz, H. (2013). Risk-return analysis: The theory and practice of rational investing (volume one).
  • Bollen, N.P., & Whaley, R.E. (2004). Does net buying pressure affect the shape of implied volatility functions?. The Journal of Finance, 59(2), 711–753.
  • Bollerslev, T., Kretschmer, U., Pigorsch, C., & Tauchen, G. (2007). A discrete-time model for daily S&P 500 returns and realized variations: Jumps and leverage effects. Working Paper, Duke University. DOI:10.1094/PDIS-91-4-0467B
  • Bollerslev, T., Litvinova, J., & Tauchen, G. (2006). Leverage and volatility feedback effects in high-frequency data. Journal of Financial Econometrics, 4(3), 353–384. doi:10.1093/jjfinec/nbj014
  • Campbell, J. Y., & Hentschel, L. (1992). No news is good news: An asymmetric model of changing volatility in stock returns. Journal of Financial Economics, 31, 281–318. doi:10.1016/0304-405X(92)90037-X
  • Campbell, J. Y., & Kyle, A. S. (1993). Smart money, noise trading, and stock price behaviour. Review of Economic Studies, 60, 1–34. doi:10.2307/2297810
  • Christie, A. A. (1982). The stochastic behaviour of common stock variances: Value, leverage and Interest rate effects. Journal of Financial Economics, 10, 407–432. doi:10.1016/0304-405X(82)90018-6
  • Daigler, R. T., Hibbert, A. M., & Pavlova, I. (2014). Examining the return–volatility relation for foreign exchange: Evidence from the euro VIX. Journal of Futures Markets, 34(1), 74–92. doi:10.1002/fut.v34.1
  • Dennis, P., Mayhew, S., & Stivers, C. (2006). Stock returns, implied volatility innovations, and the asymmetric volatility phenomenon. Journal of Financial and Quantitative Analysis, 41, 381–406. doi:10.1017/S0022109000002118
  • Dufour, J. M., Garcia, R., & Taamouti, A. (2012). Measuring high-frequency causality between returns, realized volatility, and implied volatility. Journal of Financial Econometrics, 10(1), 124–163. doi:10.1093/jjfinec/nbr007
  • Dufour, J. M., & Taamouti, A. (2010). Short and long-run causality measures: Theory and inference. Journal of Econometrics, 154(1), 42–58. doi:10.1016/j.jeconom.2009.06.008
  • Engle, R. F., & Ng, V. K. (1993). Measuring and Testing the impact of news on volatility. Journal of Finance, 48, 1749–1801. doi:10.1111/j.1540-6261.1993.tb05127.x
  • Fabozzi, F. J., & Francis, J. C. (1979). Mutual fund systematic risk for bull and bear markets: an empirical examination. The Journal Of Finance, 34(5), 1243-1250.
  • Figlewski, S., & Wang, X. (2001). Is the leverage effect a leverage effect. Working Paper, New York University.
  • Finucane., Melissa L., et al. (2000). The affect heuristic in judgments of risks and benefits. Journal of Behavioral Decision Making, 13(1), 1–17.
  • Fleming, J., Ostdiek, B., & Whaley, R. (1995). Predicting stock market volatility: A new measure. The Journal of Futures Markets, 15, 265–302. doi:10.1002/(ISSN)1096-9934
  • French, K. R., Schwert, G. W., & Stambaugh, R. F. (1987). Expected stock returns and volatility. Journal of Financial Economics, 19(1), 3–29. doi:10.1016/0304-405X(87)90026-2
  • Gallant, A. R., Rossi, P. E., & Touchen, G. (1992). Stock prices and volume. Review of Financial Studies, 5, 199–242. doi:10.1093/rfs/5.2.199
  • Giot, P. (2005). Relationships between implied volatility indexes and stock index returns. Journal of Portfolio Management, 31, 92–100. doi:10.3905/jpm.2005.500363
  • Giot, P., & Laurent, S. (2007). The information content of implied volatility in light of the jump/continuous decomposition of realized volatility. Journal of Futures Markets, 27(4), 337–359. doi:10.1002/(ISSN)1096-9934
  • Glosten, L. R., Jagannathan, R., & Runkle, D. E. (1993). On the relation between the expected value and the volatility of the nominal excess return on stocks. Journal of Finance, 48, 1779–1801. doi:10.1111/j.1540-6261.1993.tb05128.x
  • Granger, C.W. (1969). Investigating causal relations by econometric models and cross-spectral methods. Econometrica: Journal of the econometric society, 424–438.
  • Han, H., Kutan, A. M., & Ryu, D. (2015). Effects of the US stock market return and volatility on the VKOSPI. Economics: The Open-Access, Open-Assessment E-Journal, 9(2015–35), 1–34.
  • Hibbert, A. M, Daigler, R. T, & Dupoyet, B. (2008). A behavioral explanation for the negative asymmetric return–volatility relation. Journal of Banking & Finance, 32(10), 2254–2266.
  • Hung, S. Y. K., & Glascock, J. L. (2010). Volatilities and momentum returns in real estate investment trusts. The Journal of Real Estate Finance and Economics, 41(2), 126–149. doi:10.1007/s11146-008-9165-8
  • Jirasakuldech, B., Campbell, R. D., & Emekter, R. (2009). Conditional volatility of equity real estate investment trust returns: A pre-and post-1993 comparison. The Journal of Real Estate Finance and Economics, 38(2), 137–154. doi:10.1007/s11146-007-9079-x
  • Low, C. (2004). The fear and exuberance from implied volatility of S&P 100 index options. Journal of Business, 77, 527–546. doi:10.1086/386529
  • Nelson, D. B. (1991). Conditional heteroskedasticity in asset returns: A new approach. Econometrica, 53, 347–370. doi:10.2307/2938260
  • Poterba, J. M., & Summers, L. H. (1986). The persistence of volatility and stock market fluctuations. American Economic Review, 76(5), 1142–1151.
  • Ryu, D. (2012). Implied volatility index of KOSPI200: Information contents and properties. Emerging Markets Finance and Trade, 48(S2), 24–39. doi:10.2753/REE1540-496X48S202
  • Sarwar, G. (2012). Is VIX an investor fear gauge in BRIC equity markets? Journal of Multinational Financial Management, 22(3), 55–65. doi:10.1016/j.mulfin.2012.01.003
  • Schwert, G. W. (1989). Why does stock market volatility change over time? Journal of Finance, 44, 1115–1153. doi:10.1111/j.1540-6261.1989.tb02647.x
  • Tukey, J. W. (1962). The future of data analysis. Annals of Mathematical Statistics, 33(1), 1–67. doi:10.1214/aoms/1177704711
  • Turner, C. M., Startz, R., & Nelson, C. R. (1989). A Markov model of heteroskedasticity, risk, and learning in the stock market. Journal of Financial Economics, 25(1), 3–22. doi:10.1016/0304-405X(89)90094-9
  • Tversky, A., & Kahneman, D. (1979). Prospect theory: An analysis of decision under risk. Econometrica, 47(2), 263–291.
  • Whaley, R. (2000). The investor fear gauge. Journal of Portfolio Management, 26, 12–17. doi:10.3905/jpm.2000.319728
  • Whaley, R. 2008. Understanding VIX, electronic copy Available at http://ssrn.com/abstract=1296743
  • Whaley, R. E. (2009). Understanding the VIX. The Journal of Portfolio Management, 35(3), 98–105.
  • Wiggins, J.B. (1992). Betas in up and down markets. Financial Review, 27(1), 107–123.
  • Woodward, G., & Anderson, H.M. (2009). Does beta react to market conditions? estimates of ‘bull’and ‘bear’ betas using a nonlinear market model with an endogenous threshold parameter. Quantitative Finance, 9(8), 913–924.
  • Wu, G. (2001). The determinants of asymmetric volatility. Review of Finance, 14(1), 837–859.
  • Yang, J., Zhou, Y., & Leung, W. K. (2012). Asymmetric correlation and volatility dynamics among stock, bond, and securitized real estate markets. The Journal of Real Estate Finance and Economics, 45(2), 491–521. doi:10.1007/s11146-010-9265-0
  • Zakoian, J. M. (1994). Threshold heteroskedastic models. Journal of Economic Dynamics and Control, 18(5), 931–955. doi:10.1016/0165-1889(94)90039-6
  • Zhou, J. (2016). A high-frequency analysis of the interactions between return and volatility. Economic Modelling, 56, 102–108. doi:10.1016/j.econmod.2016.03.022
  • Zhou, J., & Nicholson, J. R. (2015). Economic value of modeling covariance asymmetry for mixed-asset portfolio diversifications. Economic Modelling, 45, 14–21. doi:10.1016/j.econmod.2014.10.054