Title :
Regime-switching models for electricity spot prices: Introducing heteroskedastic base regime dynamics and shifted spike distributions
Author :
Joanna Janczura;Rafal Weron
Author_Institution :
Institute of Mathematics and Computer Science, Wroclaw University of Technology, 50-370, Poland
Abstract :
We calibrate Markov regime-switching (MRS) models to mean daily spot prices from the EEX market. Our empirical study shows that (i) models with shifted spike regime distributions lead to more realistic models of electricity spot prices and that (ii) introducing heteroskedasticity in the base regime leads to better spike identification and goodness-of-fit than in MRS models with the standard mean-reverting, constant volatility dynamics.
Keywords :
"Mathematical model","Testing","Electric shock","Mathematics","Computer science","Data preprocessing","Power markets","Fuels","Costs","Stochastic processes"
Conference_Titel :
Energy Market, 2009. EEM 2009. 6th International Conference on the European
Electronic_ISBN :
2165-4093
DOI :
10.1109/EEM.2009.5207175