Heavy-tails and regime-switching in electricity prices

被引:60
|
作者
Weron, Rafal [1 ]
机构
[1] Wroclaw Univ Technol, Hugo Steinhaus Ctr, Inst Math & Comp Sci, PL-50370 Wroclaw, Poland
关键词
Electricity spot price; Heavy-tails; Spikes; Markov regime-switching; Pareto distribution; RISK; SPOT; DYNAMICS; MARKETS; MODELS;
D O I
10.1007/s00186-008-0247-4
中图分类号
C93 [管理学]; O22 [运筹学];
学科分类号
070105 ; 12 ; 1201 ; 1202 ; 120202 ;
摘要
In this paper we first analyze the stylized facts of electricity prices, in particular, the extreme volatility and price spikes which lead to heavy-tailed distributions of price changes. Then we calibrate Markov regime-switching (MRS) models with heavy-tailed components and show that they adequately address the aforementioned characteristics. Contrary to the common belief that electricity price models 'should be built on log-prices', we find evidence that modeling the prices themselves is more beneficial and methodologically sound, at least in case of MRS models.
引用
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页码:457 / 473
页数:17
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