Pricing European Options Based on a Logarithmic Truncated t-Distribution  

Pricing European Options Based on a Logarithmic Truncated t-Distribution

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作  者:Yingying Cao Xueping Liu Yiqian Zhao Xuege Han Yingying Cao;Xueping Liu;Yiqian Zhao;Xuege Han(School of Mathematics and Information Science, Henan Polytechnic University, Jiaozuo, China)

机构地区:[1]School of Mathematics and Information Science, Henan Polytechnic University, Jiaozuo, China

出  处:《Journal of Applied Mathematics and Physics》2023年第5期1349-1358,共10页应用数学与应用物理(英文)

摘  要:The t-distribution has a “fat tail” feature, which is more suitable than the normal probability density function to describe the distribution characteristics of return on assets. The difficulty of using t-distribution to price European options is that a fat tail can lead to a deviation in one integral required for option pricing. We use a distribution called logarithmic truncated t-distribution to price European options. A risk neutral valuation method was used to obtain a European option pricing model with logarithmic truncated t-distribution.The t-distribution has a “fat tail” feature, which is more suitable than the normal probability density function to describe the distribution characteristics of return on assets. The difficulty of using t-distribution to price European options is that a fat tail can lead to a deviation in one integral required for option pricing. We use a distribution called logarithmic truncated t-distribution to price European options. A risk neutral valuation method was used to obtain a European option pricing model with logarithmic truncated t-distribution.

关 键 词:Option Pricing Logarithmic Truncated t-Distribution Asset Returns Risk-Neutral Valuation Approach 

分 类 号:O17[理学—数学]

 

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