Before revision:  Moreover, the models provide a flexible framework for incorporating probabilistic forecasts of electricity demand as additional features . We demonstrate that doing so in the deep distributional time series model in particular, increases price forecast accuracy substantially .
After revision:  Moreover, the models provide a flexible framework for incorporating probabilistic forecasts of electricity demand as additional features , which increases upper tail forecast accuracy from the copula model significantly .