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Modeling Implied Volatility Surfaces Using Two-dimensional Cubic Spline with Estimated Grid Points
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  • Modeling Implied Volatility Surfaces Using Two-dimensional Cubic Spline with Estimated Grid Points
  • Modeling Implied Volatility Surfaces Using Two-dimensional Cubic Spline with Estimated Grid Points
저자명
Yang. Seung-Ho,Lee. Jae-wook,Han. Gyu-Sik
간행물명
Industrial engineering & management systems : an international journal
권/호정보
2010년|9권 4호|pp.323-338 (16 pages)
발행정보
대한산업공학회
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정기간행물|ENG|
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이 논문은 한국과학기술정보연구원과 논문 연계를 통해 무료로 제공되는 원문입니다.
서지반출

기타언어초록

In this paper, we introduce the implied volatility from Black-Scholes model and suggest a model for constructing implied volatility surfaces by using the two-dimensional cubic (bi-cubic) spline. In order to utilize a spline method, we acquire grid (knot) points. To this end, we first extract implied volatility curves weighted by trading contracts from market option data and calculate grid points from the extracted curves. At this time, we consider several conditions to avoid arbitrage opportunity. Then, we establish an implied volatility surface, making use of the two-dimensional cubic spline method with previously estimated grid points. The method is shown to satisfy several properties of the implied volatility surface (smile, skew, and flattening) as well as avoid the arbitrage opportunity caused by simple match with market data. To show the merits of our proposed method, we conduct simulations on market data of S&P500 index European options with reasonable and acceptable results.