A numerical algorithm for pricing electricity derivatives for jump-diffusion processes based on continuous time lattices
► Numerical algorithm to approximate stochastic processes with asymmetric jumps. ► Based on continuous time Markov chain approximation. ► Numerical study of convergence for the case of Merton jump-diffusion. ► Application to calibrated Geman-Roncoroni model of electricity prices. We present a numeri...
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Veröffentlicht in: | European journal of operational research 2012-10, Vol.222 (2), p.361-368 |
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Format: | Artikel |
Sprache: | eng |
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Zusammenfassung: | ► Numerical algorithm to approximate stochastic processes with asymmetric jumps. ► Based on continuous time Markov chain approximation. ► Numerical study of convergence for the case of Merton jump-diffusion. ► Application to calibrated Geman-Roncoroni model of electricity prices.
We present a numerical algorithm for pricing derivatives on electricity prices. The algorithm is based on approximating the generator of the underlying price process on a lattice of prices, resulting in an approximation of the stochastic process by a continuous time Markov chain. We numerically study the rate of convergence of the algorithm for the case of the Merton jump-diffusion model and apply the algorithm to calculate prices and sensitivities of both European and Bermudan electricity derivatives when the underlying price follows a stochastic process which exhibits both fast mean-reversion and jumps of large magnitude. |
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ISSN: | 0377-2217 1872-6860 |
DOI: | 10.1016/j.ejor.2012.04.030 |