Regime-switching characterization of electricity prices dynamics

被引:29
|
作者
Mari, Carlo [1 ]
机构
[1] Univ G dAnnunzio, Dipartimento Metodi Quantitat & Teoria Econ, I-65127 Pescara, Italy
关键词
electricity prices; jump-diffusions; regime-switches; spikes;
D O I
10.1016/j.physa.2006.03.040
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
Stochastic models of electricity prices have been used extensively during the last few years to describe prices fluctuations in deregulated power markets. Regime-switching models seem good candidates to capture the main features of electricity prices dynamics as the mean-reversion property as well the presence of jumps and spikes. Since they offer the possibility to introduce various mean-reversion rates, volatility and jumps, depending on the state of the system, such models allow to describe the properties of the stable motion and of the spike dynamics in a very flexible way. In this paper, two-regime and three-regime models are discussed, and a comparison performed on market data, is proposed. (c) 2006 Elsevier B.V. All rights reserved.
引用
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页码:552 / 564
页数:13
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