1 citations · 1 across the 2 of their papers we have counts for
2 papers
stat.ME2026
Identification and Inference for Causal Effects in Extremes under General Conditions
Lisa Leimenstoll, Melanie Schienle
Understanding the propagation of extreme events is important in many economic and environmental applications, yet most econometric methods for causal inference focus on average eff…
stat.ML2024★ 1 cited
Modeling Spatial Extremal Dependence of Precipitation Using Distributional Neural Networks
Christopher Bülte, Lisa Leimenstoll, Melanie Schienle
In this work, we propose a simulation-based estimation approach using generative neural networks to determine dependencies of precipitation maxima and their underlying uncertainty…