DocumentCode
3632866
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
fYear
2009
Firstpage
1
Lastpage
6
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"
Publisher
ieee
Conference_Titel
Energy Market, 2009. EEM 2009. 6th International Conference on the European
ISSN
2165-4077
Electronic_ISBN
2165-4093
Type
conf
DOI
10.1109/EEM.2009.5207175
Filename
5207175
Link To Document