Learning the Probability Distributions of Day-Ahead Electricity Prices

Jozef Barunik, Lubos Hanus

We propose a novel machine learning approach for probabilistic forecasting of hourly day-ahead electricity prices. In contrast with the recent advances in data-rich probabilistic f…