论文标题

通过完全参数化的本地波动率模型,有效,准确地校准FX市场偏斜

Efficient and Accurate Calibration to FX Market Skew with Fully Parameterized Local Volatility Model

论文作者

Wu, Dongli, Zhang, Bufan, Lin, Xiao

论文摘要

在FX衍生品市场中交易美国和亚洲期权时,银行必须使用复杂的数学模型来计算价格。通常观察到,不同模型的价格为同一异国情调的选择产生不同的价格,这违反了衍生风险管理的非肢体要求。为了解决这个问题,我们研究了一个完全参数化的本地波动率模型,用于定价美国/亚洲选项。当使用网格或蒙特卡洛数值方法实施该模型时,可以有效,准确地校准FX市场偏斜波动。结果,该模型可以在日常交易活动中为异国选择提供可靠的价格。

When trading American and Asian options in the FX derivatives market, banks must calculate prices using a complex mathematical model. It is often observed that different models produce varying prices for the same exotic option, which violates the non-arbitrage requirement of derivative risk management. To address this issue, we have studied a fully parameterized local volatility model for pricing American/Asian options. This model, when implemented using a grid or Monte-Carlo numerical method, can be efficiently and accurately calibrated to FX market skew volatilities. As a result, the model can provide reliable prices for exotic options during daily trading activities.

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