side related fundamental variables in order to forecast hourly prices of day-ahead electricity contracts for the German … power market. In doing so, we want to cope with distinct characteristics of electricity price patterns such as seasonality …, high and clustered volatility, or extreme price observations. Given the increasing promotion of electricity from renewable …