具有均值回归跳跃扩散过程的能量导数的快速定价

Q3 Mathematics
P. Sabino, Nicola Cufaro Petroni
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引用次数: 11

摘要

大多数能源和商品市场表现出均值回归和偶尔的独特价格飙升,这导致对衍生产品的需求,以保护持有者免受高价格的影响。为此,在本文中,我们提出了一些快速和有效的方法来精确模拟现货价格动态模型为一个高斯Ornstein-Uhlenbeck过程和一个独立的纯跳跃过程的和的指数,后者是由一个复合泊松过程驱动的(双边)指数分布的跳跃。最后,将这些方法应用于跳跃-扩散市场模型不同组合下的亚洲期权、天然气和水力储存以及摆动期权的定价,并强调了所提出程序的明显计算优势。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Fast Pricing of Energy Derivatives with Mean-Reverting Jump-diffusion Processes
ABSTRACT Most energy and commodity markets exhibit mean-reversion and occasional distinctive price spikes, which result in demand for derivative products which protect the holder against high prices. To this end, in this paper we present a few fast and efficient methodologies for the exact simulation of the spot price dynamics modelled as the exponential of the sum of a Gaussian Ornstein-Uhlenbeck process and an independent pure jump process, where the latter one is driven by a compound Poisson process with (bilateral) exponentially distributed jumps. These methodologies are finally applied to the pricing of Asian options, gas and hydro storages and swing options under different combinations of jump-diffusion market models, and the apparent computational advantages of the proposed procedures are emphasized.
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来源期刊
Applied Mathematical Finance
Applied Mathematical Finance Economics, Econometrics and Finance-Finance
CiteScore
2.30
自引率
0.00%
发文量
6
期刊介绍: The journal encourages the confident use of applied mathematics and mathematical modelling in finance. The journal publishes papers on the following: •modelling of financial and economic primitives (interest rates, asset prices etc); •modelling market behaviour; •modelling market imperfections; •pricing of financial derivative securities; •hedging strategies; •numerical methods; •financial engineering.
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