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Jonathan Berrisch
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CRPS learning
J Berrisch, F Ziel
Journal of Econometrics 237 (2), 105221, 2023
332023
Distributional modeling and forecasting of natural gas prices
J Berrisch, F Ziel
Journal of Forecasting 41 (6), 1065-1086, 2022
232022
Modeling volatility and dependence of European carbon and energy prices
J Berrisch, S Pappert, F Ziel, A Arsova
Finance Research Letters 52, 103503, 2023
172023
High-resolution peak demand estimation using generalized additive models and deep neural networks
J Berrisch, M Narajewski, F Ziel
Energy and AI 13, 100236, 2023
102023
Multivariate probabilistic CRPS learning with an application to day-ahead electricity prices
J Berrisch, F Ziel
International Journal of Forecasting 40 (4), 1568-1586, 2024
92024
Rolch: Regularized online learning for conditional heteroskedasticity
S Hirsch, J Berrisch, F Ziel
arXiv e-prints, arXiv: 2407.08750, 2024
32024
Implementation of a Self-Enforcing Network to Identify Determinants of the WiFi Quality on German Highspeed Trains
J Berrisch, T Rammert, C Klüver
INTELLI 2019, 10, 2019
12019
Online Distributional Regression
S Hirsch, J Berrisch, F Ziel
arXiv preprint arXiv:2407.08750, 2024
2024
Motivation und zentrale Fragestellung
P Castro, M Spilger, J Berrisch, C Weber, F Ziel
Energy and AI
J Berrisch, M Narajewski, F Ziel
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