Neural Networks for Extreme Quantile Regression with an Application to Forecasting of Flood Risk
Pasche O. C. and Engelke S.
Annals of Applied Statistics, 2024 [Download Paper | Download Supplement]
Publications
An up-to-date list of my research articles is also available on my Google Scholar profile.
Articles
Granger Causality in Extremes
Bodik J., Pasche, O. C.
ArXiv Preprint, 2024 [Download Paper]
Modeling Extreme Events: Univariate and Multivariate Data-Driven Approaches
Buriticá, G., Hentschel, M., Pasche, O. C., Röttger, F. and Zhang, Z.
Extremes, 2024 [Download Paper]
Validating Deep-Learning Weather Forecast Models on Recent High-Impact Extreme Events
Pasche, O. C., Wider, J., Zhang, Z., Zscheischler, J. and Engelke, S.
Artificial Intelligence for the Earth Systems, 2024 [Download Paper]
The Effect of a Short Observational Record on the Statistics of Temperature Extremes
Zeder, J., Sippel, S., Pasche, O. C., Engelke, S., and Fischer, E. M.
Geophysical Research Letters, 2023 [Download Paper]
Causal Modelling of Heavy-Tailed Variables and Confounders with Application to River Flow
Pasche, O. C., Chavez-Demoulin, V. and Davison, A. C.
Extremes, 2023 [Download Paper | Download Supplement]