Conference paper
Modeling intra-daily implied volatility in forecasting options price
Proceedings of Annual Paris Business and Social Sciences Conference (Paris, France, 12/07/2012–13/07/2012)
2012
Abstract
In this paper, we introduce intra-daily implied volatility (IDIV) model based on volatility is implied from options price at intra-daily level. We investigate whether the IDIV forecasts currency options price more accurately than standard estimates of volatility. The implied volatility (IV) and realized volatility (RV) are widely accepted as good estimates of daily and intra-daily price volatility, respectively. Therefore, using the options pricing framework, we assess the capability of IDIV against IV and RV in forecasting currency options price. The comparison of out-of-sample forecasts under both the F-test and Diebold-Mariano test reveals that the IDIV outperforms both the IV and the RV to forecast one-day-ahead options price.
Details
- Title
- Modeling intra-daily implied volatility in forecasting options price
- Authors/Creators
- A. Hoque (Author/Creator)
- Conference
- Proceedings of Annual Paris Business and Social Sciences Conference (Paris, France, 12/07/2012–13/07/2012)
- Identifiers
- 991005541909207891
- Murdoch Affiliation
- Do not use- Former Murdoch Business School
- Language
- English
- Resource Type
- Conference paper
Metrics
67 File views/ downloads
116 Record Views