• 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