Asset Pricing and Simulation Analysis Based on the New Mixture Gaussian Processes

Bo Peng
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Abstract

European compound option pricing model is established by using the mixed bifractional Brownian motion. Firstly, using the principle of risk-neutral pricing, the European option pricing formulas and the parity formulas are obtained. Secondly, with the Delta hedging strategy, the corresponding compound option pricing formulas and the parity formulas are got. Finally, using the daily closing price data of “Lingang B shares” and “Yitai B shares” respectively, the results show that the mixed model is closer to the true value than the previous model.
基于新型混合高斯过程的资产定价及仿真分析
利用混合双分数布朗运动,建立了欧式复合期权定价模型。首先,利用风险中性定价原理,得到欧式期权定价公式和平价定价公式。其次,利用Delta套期保值策略,得到了相应的复合期权定价公式和平价公式。最后,分别使用“临港B股”和“亿泰B股”的日收盘价数据,结果表明混合模型比之前的模型更接近真实值。
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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