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....
Gespeichert in:
Veröffentlicht in: | Review of Finance 2015-03, Vol.19 (2), p.907-949 |
---|---|
Hauptverfasser: | , , |
Format: | Artikel |
Sprache: | eng |
Schlagworte: | |
Online-Zugang: | Volltext |
Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
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 |