Normal Tempered Stable Processes and the Pricing of Energy Derivatives\ast

被引:2
|
作者
Sabino, Piergiacomo [1 ,2 ]
机构
[1] Quant Risk Management, EON SE, D-45131 Essen, Germany
[2] Univ Helsinki, Dept Math & Stat, FI-00014 Helsinki, Finland
来源
SIAM JOURNAL ON FINANCIAL MATHEMATICS | 2023年 / 14卷 / 01期
关键词
simulations; normal tempered stable processes; Le'; vy-driven Ornstein-Uhlenbeck processes; energy markets; derivative pricing; GAS-STORAGE VALUATION; SWING OPTIONS; ELECTRICITY; MODELS; CURVES;
D O I
10.1137/21M1425207
中图分类号
F8 [财政、金融];
学科分类号
0202 ;
摘要
In this study we consider the pricing of energy derivatives when the evolution of spot prices is modeled with a normal tempered stable driven Ornstein-Uhlenbeck process. Such processes are the generalization of normal inverse Gaussian processes that are widely used in energy finance applications. We first specify their statistical properties calculating their characteristic function in closed form. This result is instrumental for the derivation of nonarbitrage conditions such that the spot dynamics is consistent with the forward curve without relying on numerical approximations or on numerical integration. Moreover, we conceive an efficient algorithm for the exact generation of the trajectories which gives the possibility to implement Monte Carlo simulations without approximations or bias. We illustrate the applicability of the theoretical findings and the simulation algorithms in the context of the pricing of different contracts, namely, strips of daily call options, Asian options with European style, and swing options. Finally, we present an extension to future markets.
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页码:99 / 126
页数:28
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