THE INFORMATION CONTENT OF OPEN INTEREST FOR THE REALIZED RANGE-BASED VOLATILITY: EVIDENCE FROM CHINESE FUTURES MARKET
Abstract
Purpose - The paper studies the impact of the infroamtion content of open interst on the realized range-based vaolatility of Chinese futures markets.
Methodology- We employ a hybrid range-based estimator to measure the integrated variance in the heterogeneous autoregressive (HAR) model, which also incorporates the variable of open interest into the HAR model on index futures prices of China Securities Index (CSI) 300.
Findings- Our findings demonstrate that the variable of open interest has a significant explanatory power with regard to the future realized volatility of the CSI 300 index futures.
Conclusion- The modified model enhances volatility forecasting performance, thereby indicating it has more accurate predictive power. Our results provide supports for the implication of the sequential information arrival hypothesis.
Keywords
References
- Andersen T.G. (1996). Return volatility and trading volume: An information flow interpretation of stochastic volatility. Journal of Finance, 51, 169-204.
- Andersen, T.G. and T. Bollerslev (1998). Answering the skeptics: Yes, standard volatility models do provide accurate forecasts. International Economic Review, 39, 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, 701-20.
- Andersen, T.G., T. Bollerslev, F.X. Diebold, and P. Labys (2001). The Distribution of Realized Exchange Rate Volatility. Journal of the American Statistical Association, 96: 42-55.
- Andersen, T.G., T. Bollerslev, and X. Huang (2011). A reduced form framework for modeling volatility of speculative prices based on realized variation measures. Journal of Econometrics, 160, 176-189.
- Barndorff-Nielsen, O.E. and N. Shephard (2006). Econometrics of testing for jumps in financial economics using bi-power variation. Journal of Financial Econometrics, 4, 1-30.
- Beine, M., J. Lahaye, S. Laurent, C. J. Neely and F. C. Palm (2007). Central bank intervention and exchange rate volatility, its continuous and jump components. International Journal of Finance & Economics, 12, 201-223.
- Bessembinder, H., and P.J. Seguin (1993). Price volatility, trading volume, and market depth: Evidence from futures markets. Journal of Financial and Quantitative Analysis, 28, 21-29.
Details
Primary Language
English
Subjects
-
Journal Section
Research Article
Authors
Tseng-chan Tseng
*
This is me
0000-0001-5259-817X
Hung-cheng Lai
This is me
0000-0002-3370-4579
Conghua Wen
This is me
0000-0002-3938-8108
Publication Date
December 30, 2018
Submission Date
September 16, 2018
Acceptance Date
December 9, 2018
Published in Issue
Year 2018 Volume: 5 Number: 4