Institute of Information Theory and Automation

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Bibliography

Conference Paper (international conference)

On the implied volatility extraction and the selection of suitable kernel

Kopa Miloš, Vitali Sebastiano, Tichý Tomáš

: Proceedings of the 2015 International Conference on Computer Science and Intelligent Communication 2015 (CSIC 2015), p. 456-459 , Eds: Ding Juan

: 2015 International Conference on Computer Science and Intelligent Communication, (Zhengzhou, CN, 18.07.2015-19.07.2015)

: GA13-25911S, GA ČR

: arbitrage opportunity, implied volatility, option pricing, time grid, state price density

: 10.2991/csic-15.2015.111

: http://library.utia.cas.cz/separaty/2015/E/kopa-0452190.pdf

(eng): At the market, we can identify various kinds of options. Some of them are traded at organized exchanges and are quite liquid. Others are traded only between particular parties. The current market practice is to obtain implied volatility of liquid options as based on Black-Scholes type (BS hereafter) models. Such volatility is subsequently used to price illiquid or even exotic options. It therefore follows that the BS model at one time moment can be related to the whole set of IVs as given by maturity/moneyness relation of tradable options. One can therefore get IV curve or surface (a so called smirk or smile). Since the moneyness and maturity of IV often do not match the data of valuated options, some sort of estimating and local smoothing is necessary. However, it can lead to arbitrage opportunity, if no-arbitrage conditions on state price density (SPD) are ignored.

: BB

2019-01-07 08:39