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Research Article

The information content of Chinese volatility index for volatility forecasting

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References

  • Andersen, T. G., and T. Bollerslev. 1998. “Answering the Skeptics: Yes, Standard Volatility Models Do Provide Accurate Forecasts.” International Economic Review 39 (4): 885–905.
  • Andersen, T. G., T. Bollerslev, and F. X. Diebold. 2007. “Roughing It Up: Including Jump Components in the Measurement, Modeling, and Forecasting of Return Volatility.” Review of Economics and Statistics 89 (4): 701–720.
  • Andersen, T. G., T. Bollerslev, and N. Meddahi. 2011. “Realized Volatility Forecasting and Market Microstructure Noise.” Journal of Econometrics 160 (1): 220–234.
  • Bekaert, G., and M. Hoerova. 2014. “The VIX, the Variance Premium and Stock Market Volatility.” Journal of Econometrics 183 (2): 181–192.
  • Birkelund, O. H., E. Haugom, P. Molnár, M. Opdal, and S. Westgaard. 2015. “A Comparison of Implied and Realized Volatility in the Nordic Power Forward Market.” Energy Economics 48: 288–294.
  • Bollerslev, T. 1986. “Generalized Autoregressive Conditional Heteroskedasticity.” Journal of Econometrics 31 (3): 307–327.
  • Bugge, S. A., H. J. Guttormsen, P. Molnár, and M. Ringdal. 2016. “Implied Volatility Index for the Norwegian Equity Market.” International Review of Financial Analysis 47: 133–141.
  • Byun, S. J., and J. S. Kim. 2013. “The Information Content of Risk-neutral Skewness for Volatility Forecasting.” Journal of Empirical Finance 23: 142–161.
  • Campbell, J. Y., and S. B. Thompson. 2008. “Predicting Excess Stock Returns Out of Sample: Can Anything Beat the Historical Average?” Review of Financial Studies 21 (4): 1509–1531.
  • Carr, P., and L. Wu. 2006. “A Tale of Two Indices.” Journal of Derivatives 13 (3): 13–29.
  • Chang, K. J., M. W. Hung, Y. H. Wang, and K. C. Yen. 2019. “Volatility Information Implied in the Term Structure of VIX.” Journal of Futures Markets 39 (1): 56–71.
  • Christensen, B. J., and N. R. Prabhala. 1998. “The Relation between Implied and Realized Volatility.” Journal of Financial Economics 50 (2): 125–150.
  • Clark, T., and K. West. 2007. “Approximately Normal Tests for Equal Predictive Accuracy in Nested Models.” Journal of Econometrics 138 (1): 291–311.
  • Corsi, F. 2009. “A Simple Approximate Long-memory Model of Realized Volatility.” Journal of Financial Economic 7 (2): 174–196.
  • Corsi, F., D. Pirino, and R. Renò. 2010. “Threshold Bipower Variation and the Impact of Jumps on Volatility Forecasting.” Journal of Econometrics 159 (2): 276–288.
  • Corsi, F., and R. Renò. 2012. “Discrete-time Volatility Forecasting with Persistent Leverage Effect and the Link with Continuous-time Volatility Modeling.” Journal of Business & Economic Statistics 30 (3): 368–380.
  • Day, T. E., and C. M. Lewis. 1992. “Stock Market Volatility and the Information Content of Stock Index Options.” Journal of Econometrics 52 (12): 267–287.
  • Engle, R. F. 1982. “Autoregressive Conditional Heteroscedasticity with Estimates of the Variance of United Kingdom Inflation.” Econometrica 50 (4): 987–1007.
  • Forsberg, L., and E. Ghysels. 2007. “Why Do Absolute Returns Predict Volatility so Well?” Journal of Financial Econometrics 5 (1): 31–67.
  • Gonçalves, S., and N. Meddahi. 2011. “Box-Cox Transforms for Realized Volatility.” Journal of Econometrics 160 (1): 129–144.
  • Haugom, E., H. Langeland, P. Molnár, and S. Westgaard. 2014. “Forecasting Volatility of the U.S. Oil Market.” Journal of Banking & Finance 47: 1–14.
  • Jiang, G. J., and Y. S. Tian. 2005. “The Model-free Implied Volatility and Its Information Content.” Review of Financial Studies 18 (4): 1305–1342.
  • Latané, H. A., and R. J. Rendleman. 1976. “Standard Deviations of Stock Price Ratios Implied in Option Prices.” Journal of Finance 31 (2): 369–381.
  • Luo, X., and J. E. Zhang. 2012. “The Term Structure of VIX.” Journal of Futures Markets 32 (12): 1092–1123.
  • Patton, A. J. 2011. “Volatility Forecast Comparison Using Imperfect Volatility Proxies.” Journal of Econometrics 160 (1): 246–256.
  • Patton, A. J., and K. Sheppard. 2015. “Good Volatility, Bad Volatility: Signed Jumps and the Persistence of Volatility.” Review of Economics and Statistics 97 (3): 683–697.
  • Qiao, G., Y. Teng, W. Li, and W. Liu. 2019. “Improving Volatility Forecasting Based on Chinese Volatility Index Information: Evidence from CSI 300 Index and Futures Markets.” North American Journal of Economics and Finance 49: 133–151.
  • Seo, S. W., and J. S. Kim. 2015. “The Information Content of Option-implied Information for Volatility Forecasting with Investor Sentiment.” Journal of Banking & Finance 50: 106–120.
  • Wang, Y., Z. Pan, and C. Wu. 2017. “Time-varying Parameter Realized Volatility Models.” Journal of Forecasting 36 (5): 566–580.
  • Wang, Y. H., and K. C. Yen. 2019. “The Information Content of the Implied Volatility Term Structure on Future Returns.” European Financial Management 25 (2): 380–406.

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