79 citations · 86 across the 7 of their papers we have counts for
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stat.AP2024★ 1 cited
Simple Macroeconomic Forecast Distributions for the G7 Economies
Friederike Becker, Fabian Krüger, Melanie Schienle
We present a simple method for predicting the distribution of output growth and inflation in the G7 economies. The method is based on point forecasts published by the International…
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…