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SYSTEM FOR EVALUATING PRICE RISK OF FINANCIAL PRODUCT OR ITS FINANCIAL DERIVATIVE, DEALING SYSTEM, AND RECORDED MEDIUM

机译:评估金融产品价格风险的系统或其金融衍生产品,交易系统和记录的介质

摘要

A system for correctly evaluating a price distribution and a risk distribution for a financial product or its derivatives is provided by introducing a probability density function generated with a Boltzmann model at a higher accuracy than the Gaussian distribution for a probability density. A dealing system applying this price evaluation technique is also provided.;The price and risk evaluation system has an initial value setup unit 3 and an evaluation condition setup unit 4. Initial values include at least one of the price, the price change rate, and the price change direction of a financial product. The evaluation conditions include at least time steps and the number of trial. The Boltzmann model analysis unit 5 receives the initial values and the evaluation conditions, and it repeats simulations of price fluctuation within the range of the specified condition, based on the Boltzmann model using a Monte Carlo method. A velocity/direction distribution setup unit 8 supplies the probability distributions of the price, the price change rate, and the price change direction for the financial product to the Boltzmann model analysis unit 5. The system also has a random number generator 9 for a Monte Carlo method employed in the analysis by the Boltzmann model, and an output unit 6 for displaying the analysis result.;A dealing system 100 applies the financial Boltzmann model to option pricing, and reproduces the characteristics of Leptokurcity and Fat-tail by linear Boltzmann equation in order to define risk-neutral and unique probability measures. Consequently, option prices can be evaluated in a risk-neutral and unique manner, taking into account Leptokurcity and Fat-tail of a price change distribution.
机译:通过以比概率密度的高斯分布更高的精度引入由玻尔兹曼模型生成的概率密度函数,来提供一种用于正确评估金融产品或其衍生产品的价格分布和风险分布的系统。还提供了应用这种价格评估技术的交易系统。价格和风险评估系统具有初始值设置单元3和评估条件设置单元4。初始值包括价格,价格变化率和价格中的至少一个。金融产品的价格变化方向。评估条件至少包括时间步长和试验次数。玻尔兹曼模型分析单元5接收初始值和评估条件,并且基于使用蒙特卡洛方法的玻尔兹曼模型,重复指定条件范围内的价格波动模拟。速度/方向分布设置单元8将金融产品的价格,价格变化率和价格变化方向的概率分布提供给Boltzmann模型分析单元5。该系统还具有用于Monte的随机数生成器9通过玻尔兹曼模型进行分析的卡洛方法,以及用于显示分析结果的输出单元6。交易系统100将金融玻尔兹曼模型应用于期权定价,并且通过线性玻尔兹曼方程再现Leptokurcity和Fat-tail的特性为了定义风险中立和独特的概率测度。因此,可以考虑价格变化分布的Leptokurcity和Fat-tail,以风险中立且独特的方式评估期权价格。

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