Variance and Volatility Swaps and Futures Pricing for Stochastic Volatility Models

A. Swishchuk, Zijiao Wang
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引用次数: 1

Abstract

In this chapter, we consider volatility swap, variance swap and VIX future pricing under different stochastic volatility models and jump diffusion models which are commonly used in financial market. We use convexity correction approximation technique and Laplace transform method to evaluate volatility strikes and estimate VIX future prices. In empirical study, we use Markov chain Monte Carlo algorithm for model calibration based on S&P 500 historical data, evaluate the effect of adding jumps into asset price processes on volatility derivatives pricing, and compare the performance of different pricing approaches.
随机波动率模型的方差和波动率掉期和期货定价
在本章中,我们研究了金融市场中常用的不同随机波动率模型和跳跃扩散模型下的波动率掉期、方差掉期和VIX期货定价问题。我们使用凸性修正近似技术和拉普拉斯变换方法来评估波动率走向和估计VIX未来价格。在实证研究中,我们基于标准普尔500指数历史数据,采用马尔可夫链蒙特卡罗算法进行模型校准,评估在资产价格过程中加入跳跃对波动衍生品定价的影响,并比较不同定价方法的表现。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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