The Jump Size Distribution of the Commodity Spot Price and Its Effect on Futures and Option Prices. (18th October 2017)

• Record Type: Journal Article
• Authors: Gómez-Valle, L.; Habibilashkary, Z.; Martínez-Rodríguez, J.
• Other Names: Jodar Lucas Academic Editor.
• Is Part Of: Abstract and applied analysis. Volume 2017(2017)
• Publication Date: 2017-10-18
• Subjects: Mathematical analysis -- Periodicals; Mathematical analysis; Applied Mathematics; Mathematical Analysis; Periodicals; 515.05
• DOI: 10.1155/2017/3286549
• Languages: English
• ISSNs: 1085-3375

Abstract

Abstract : In this paper, we analyze the role of the jump size distribution in the US natural gas prices when valuing natural gas futures traded at New York Mercantile Exchange (NYMEX) and we observe that a jump-diffusion model always provides lower errors than a diffusion model. Moreover, we also show that although the Normal distribution offers lower errors for short maturities, the Exponential distribution is quite accurate for long maturities. We also price natural gas options and we see that, in general, the model with the Normal jump size distribution underprices these options with respect to the Exponential distribution. Finally, we obtain the futures risk premia in both cases and we observe that for long maturities the term structure of the risk premia is negative. Moreover, the Exponential distribution provides the highest premia in absolute value.