基于Monte-Carlo模拟的最小亏损套期保值策略研究

把终期的期望亏损定义为风险,研究了标的资产价格服从跳扩散结构时的自筹资最小亏损风险套期保值.首先通过Monte-Carlo模拟生成标的资产若干条价格路径并用所有路径上的终期亏损平均值作为优化目标期望值的估计,然后引入基函数作为套期保值头寸的近似逼近,最后通过数值方法得到最优套期保值策略.最后通过实例分析表明:1)套期保值头寸调整的频率相对较高时,可以更好地应对市场出现的价格波动,从而降低可能面临的损失风险,达到较好的保值效果;2)欧式看涨期权的交割价格与对冲头寸呈反向变化,交割价格越高,可适当调低持有的对冲头寸,反之则反,这样,即对冲风险又节约成本.

Research on Hedging Strategy with Minimum Shortfall Risk Based on Monte-Carlo Simulation

Look on the terminal expected shortfall as risk,we study the optimal self-finance hedging strategy with minimum shortfall risk when the underlying asset's price obeys a jump-diffusion process.At first,by monte-carlo simulation,we generate thousands of the underlying asset's price paths and estimate the expected shortfall with averaged terminal shortfall on all simulated price paths;Then,basis functions are introduced to approximate the hedging positions and lastly,these optimal hedging positions are acquire...