On the Option Pricing Formula Based on the Bachelier Model

Satoshi Terakado
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引用次数: 9

Abstract

Under the recent negative interest rate situation, the Bachelier model has been attracting attention and adopted for evaluating the price of interest rate options. In this paper, we will derive an option pricing formula based on the Bachelier model and compare it with the prior researches. We will derive it by eight methods and clarify the property of the Bachelier model. Then we will confirm the validity of the Normal model that is actually used in the valuation of interest rate options under negative interest rate, while comparing it with the Bachelier model for stocks. We start from the natural setting of modeling the undiscounted stock price by the Ornstein=Uhlenbeck process, and derive the Bachelier formula in consideration of discount. On the other hand, since the major prior researches start from modeling the discounted stock price by the Brownian motion, their models of the undiscounted stock price has an unnatural setting that the price of the numeraire asset is included. Furthermore, It has been confirmed that their formulas are not consistent among them. During the derivation process, we have obtained various results concerning the Bachelier model. In particular, in the case of the Bachelier model, it has been confirmed that the utility function of a representative agent is the CARA utility function unlike the Black-Scholes model. The assumption of the exponential type utility function is quite natural setting. In addition, we have derived other expressions of the Bachelier's formula (the formula decomposed into the intrinsic value and the time value and the formula using a characteristic function). As for the Normal model used for pricing interest rate options, we have derived an original pricing formula (Modified Normal model) in which the unnatural points of the Normal model of the forward LIBOR and forward swap rate have been partially corrected.
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基于巴舍利耶模型的期权定价公式研究
在最近的负利率形势下,巴切利耶模型受到了人们的关注,并被用来评估利率期权的价格。本文将推导一个基于巴切利耶模型的期权定价公式,并与前人的研究进行比较。我们将用八种方法推导它,并阐明巴舍利耶模型的性质。然后,我们将确认实际用于负利率下利率期权估值的Normal模型的有效性,同时将其与股票的Bachelier模型进行比较。本文从Ornstein=Uhlenbeck过程对未折现股价建模的自然设定出发,推导出考虑折现的巴切利耶公式。另一方面,由于以往的主要研究都是从布朗运动对贴现后的股票价格进行建模开始的,其对未贴现股票价格的模型有一个不自然的设置,即包括了数字资产的价格。此外,还证实了它们之间的公式不一致。在推导过程中,我们得到了关于巴切利耶模型的各种结果。特别是在巴舍利耶模型中,与Black-Scholes模型不同,代表性代理人的效用函数已经被证实为CARA效用函数。指数型效用函数的假设是很自然的设定。此外,我们还推导了巴舍利耶公式(分解为内在价值和时间价值的公式以及使用特征函数的公式)的其他表达式。对于用于利率期权定价的Normal模型,我们推导出了一个原始的定价公式(修正的Normal模型),其中远期LIBOR和远期掉期利率的Normal模型的不自然点已被部分修正。
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