Title :
Modeling electricity spot prices: Regime switching models with price-capped spike distributions
Author :
Joanna Janczura;Rafał Weron
Author_Institution :
Hugo Steinhaus Center, Institute of Mathematics and Computer Science, Wrocł
Abstract :
We calibrate Markov regime-switching (MRS) models to spot (log-)prices from two major power markets. We show that while the price-capped (or truncated) spike distributions do not give any advantage over the standard specification in case of moderately spiky markets (such as NEPOOL), they improve the fit and yield significantly different results in case of extremely spiky markets (such as the Australian NSW market).
Keywords :
"Biological system modeling","Electricity","Markov processes","Switches","Power markets","Calibration","Maximum likelihood estimation"
Conference_Titel :
Modern Electric Power Systems (MEPS), 2010 Proceedings of the International Symposium