基于弹体物理的期货衍生品市场价格推导及简谐振荡对均衡价格头寸的影响

L. Mushunje
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引用次数: 0

摘要

我们调查了金融市场中与期货合约价格相关的运动。我们的目的是从物理学方法中得出市场价格。我们使用了基于牛顿和伽利略运动定律在两种不同条件下定义的抛射体运动模型(完美/水平和不完美/阻力含义)。此外,我们应用简谐振荡模型来呈现价格从市场均衡位置的波动。尽管这更具理论性,但我们还是设法推导出了期货价格函数,结果表明,期货价格在很大程度上取决于市场供求力量和基础资产价格行为。此外,在给定初始价格的情况下,我们设法找到了证券的终端价格,这对交易方来说是一个令人担忧的问题。进行了均衡价格分析,并证明了简单谐波模型在这种模型中是有效的。我们设法确定了进出市场均衡点的价格走势。结果表明,正是市场摩擦(需求和供应的市场力量)推动了价格的波动。此外,我们注意到,如果市场自由运作,这些力量有责任使价格恢复平衡。尽管如此,从所使用的两个模型的性能比较来看,结果表明,来自阻力变量的期货价格函数在建模期权的价格行为方面比受市场需求和供应力严格控制的函数更强大。简谐振子模型能够很好地模拟资产价格的均衡波动。最重要的是,我们使用平均绝对偏差(MAD)来验证我们的期货衍生品定价模型。幸运的是,所获得的MAD结果支持了我们模型的有效性。然而,不应忽视的是,所使用的抛射体模型非常擅长市场内不时发生的价格运动/波动,但捕捉其他感兴趣事实的能力较差,例如波动率系数,这为其他学者的研究铺平了道路。
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Deduction of Market Prices for Futures Derivatives From Projectile Physics With Effects of the Simple Harmonic Oscillations on Equilibrium Price Positions
We investigated the motions associated with prices for futures contracts within financial markets. We aimed to derive the market prices from the physics approach. We used the projectile motion models defined under two distinct conditions (perfect/horizontal and imperfect/drag implication) based on Newton’s and Galileo’s laws of motion. In addition, we applied the simple harmonic oscillatory model to present the movements of prices from the market equilibrium position. Despite the fact that it was more theoretical, we managed to derive the futures price functions and the results showed that futures prices depend largely on market forces of demand and supply and underlying assets price behaviour. Also, we managed to find the terminal prices for the securities given the initial prices, which are a worrying matter to the trading parties. The equilibrium price analysis was done and the simple harmonic model proved to be efficient in such modelling. We managed to identify the price motions to and from the equilibrium point with markets. Results suggested that it is the market frictions (market forces of demand and supply) that propel prices to move. Also, we noted that these forces are responsible for bringing back the prices at equilibrium if the market is left to operate as free. Nevertheless, from the performance comparison of the two models used, results suggested that futures price function from a drag variable is more powerful in modelling the price behaviour for options than the one sorely controlled by market demand and supply forces. And the simple harmonic oscillator model is good at modelling the equilibrium movements of asset prices. Above all, we used the mean absolute deviation (MAD) to validate our futures derivative pricing model. Fortunately, the obtained MAD results supported the efficiency of our model. However, it should not be carelessly taken that the projectile models used are much good at price motions/movements within the market from time to time with a stunted ability to capture in other facts of interest, such as volatility coefficients which pave a research way for other scholars.
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