We present a stochastic modelling approach to describe the dynamics of hourly electricity prices. The suggested … electricity spot prices. The basic idea is to analyze day-ahead prices as panel of 24 cross-sectional hours and to identify … distribution forecast accuracy. The application for German electricity prices 2015 reveal that: (i) An autoregressive specification …