Variance Reduction for Asian Options under a General Model Framework

被引:12
|
作者
Dingec, Kemal Dincer [1 ]
Sak, Halis [2 ]
Hormann, Wolfgang [1 ]
机构
[1] Bogazici Univ, TR-80815 Bebek, Turkey
[2] Yeditepe Univ, Istanbul, Turkey
关键词
STOCHASTIC VOLATILITY; LEVY PROCESSES; MONTE-CARLO; SIMULATION; TRANSFORM;
D O I
10.1093/rof/rfu005
中图分类号
F8 [财政、金融];
学科分类号
0202 ;
摘要
We present a new variance reduction method for Asian options under a general model framework. The three special cases we consider are L,vy 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.
引用
收藏
页码:907 / 949
页数:43
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