Use a Reduced Heston or Reduce the Use of Heston?
Author(s) -
Guillaume Florence,
Schoutens Wim
Publication year - 2010
Publication title -
wilmott journal
Language(s) - English
Resource type - Journals
eISSN - 1759-636X
pISSN - 1759-6351
DOI - 10.1002/wilj.33
Subject(s) - heston model , calibration , variance (accounting) , set (abstract data type) , stochastic volatility , computation , econometrics , computer science , volatility (finance) , mathematics , statistics , algorithm , economics , sabr volatility model , accounting , programming language
This paper features the calibration performance of the Heston model for two different calibration procedures. The first consists of the standard calibration on the whole parameter set and the second one, called reduced calibration, consists of a calibration on the reduced parameter set {κ, λ, ρ} where the spot variance v 0 and the long run variance η are inferred beforehand from the time series of the VIX volatility index. It is shown that both calibration procedures lead to an accurate fit of the vanilla option surface. Furthermore, both the computation time and the calibration risk of the reduced calibration procedure turn out to be significantly lower, which might turn out to be a considerable advantage for practitioners. This paper also features a comparison of the price of different exotic options for the two calibration procedures.
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