2009 · 24 citations · 13 references
BusinessEconomicsElectrical EngineeringEconometricsStochastic ProcessesTime Series AnalysisAsset Pricing EmpiricsElectricity MarketsRegime-switching ModelsStochastic VolatilityTime Series ForecastingVolatility ModelingElectricity Price VolatilityGeneralized Autoregressive Conditional Heteroskedasticity ModelsMarkov-switching Garch ModelsSpike IdentificationSpot Electricity MarketsTime Series Volatility ModelingVolatility
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.
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A Theory of the Term Structure of Interest Rates
John C. Cox, Jonathan E. Ingersoll, Stephen A. Ross · Econometrica · 1985 · 8.6K citations