Variance Reduction for Asian Options under a General Model Framework

We present a new variance reduction method for Asian options under a general model framework. The three special cases we consider are Levy processes, Heston stochastic volatility, and regime switching models. The proposed method combines a very effective control variate with conditional Monte Carlo....

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Veröffentlicht in:Review of Finance 2015-03, Vol.19 (2), p.907-949
Hauptverfasser: Dingeç, Kemal Dinçer, Sak, Halis, Hörmann, Wolfgang
Format: Artikel
Sprache:eng
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Zusammenfassung:We present a new variance reduction method for Asian options under a general model framework. The three special cases we consider are Levy processes, Heston stochastic volatility, and regime switching models. The proposed method combines a very effective control variate with conditional Monte Carlo. While the control variate can be used for any model allowing the numerical computation of the multivariate characteristic function of the log-return vector, conditional Monte Carlo is based on the unified representation of the three models. Computational results confirm that the new method performs better than available control variate methods.
ISSN:1572-3097
1875-824X
DOI:10.1093/rof/rfu005