Team:

M.Sc. Jonathan Berrisch

Academic Staff

Publications

  • Berrisch, Jonathan; Ziel, Florian: Multivariate probabilistic CRPS learning with an application to day-ahead electricity prices. In: International Journal of Forecasting (2024). doi:10.1016/j.ijforecast.2024.01.005Details
  • Berrisch, Jonathan; Ziel, Florian: CRPS learning. In: Journal of Econometrics, Vol 237 (2023), p. 105221-0. doi:10.1016/j.jeconom.2021.11.008Details
  • Berrisch, Jonathan; Narajewski, Michal; Ziel, Florian: High-resolution peak demand estimation using generalized additive models and deep neural networks. In: Energy and AI, Vol 13 (2023), p. 100236-0.
  • Berrisch, Jonathan; Pappert, Sven; Ziel, Florian; Arsova, Antonia: Modeling volatility and dependence of European carbon and energy prices. In: Finance Research Letters, Vol 52 (2023), p. 103503-0. doi:10.1016/j.frl.2022.103503
  • Berrisch, Jonathan; Ziel, Florian: Distributional modeling and forecasting of natural gas prices. In: Journal of Forecasting, Vol 41 (2022), p. 1065-1086. doi:10.1002/for.2853