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首页> 外文期刊>International journal of stochastic analysis >A General Multidimensional Monte Carlo Approach for Dynamic Hedging under Stochastic Volatility
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A General Multidimensional Monte Carlo Approach for Dynamic Hedging under Stochastic Volatility

机译:随机波动率下动态套期保值的通用多维蒙特卡洛方法

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摘要

We propose a feasible and constructive methodology which allows us to computepure hedging strategieswith respect to arbitrary square-integrable claims in incomplete markets. In contrast to previous works based on PDE and BSDE methods, the main merit of our approach is the flexibility of quadratic hedging in full generality without a priori smoothness assumptions on the payoff. In particular, the methodology can be applied to multidimensional quadratic hedging-type strategies for fully path-dependent options with stochastic volatility and discontinuous payoffs. In order to demonstrate that our methodology is indeed applicable, we provide a Monte Carlo study on generalized Föllmer-Schweizer decompositions, locally risk minimizing, and mean variance hedging strategies for vanilla and path-dependent options written on local volatility and stochastic volatility models.
机译:我们提出了一种可行的,建设性的方法论,该方法论使我们能够针对不完全市场中任意平方可积债权计算纯对冲策略。与以前的基于PDE和BSDE方法的工作相比,我们的方法的主要优点是可以完全通用地进行二次套期保值,而无需对收益进行先验平滑假设。特别是,该方法可以应用于多维二次对冲型策略,以获得具有随机波动性和不连续收益的完全路径依赖的期权。为了证明我们的方法确实适用,我们提供了有关广义Föllmer-Schweizer分解,局部风险最小化以及针对本地波动率和随机波动率模型编写的基于香草和路径的期权的均值方差对冲策略的蒙特卡洛研究。

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