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stat.ME2025
Assessing Monotone Dependence: Area Under the Curve Meets Rank Correlation
Eva-Maria Walz, Andreas Eberl, Tilmann Gneiting
The assessment of monotone dependence between random variables is a classical problem in statistics and a gamut of application domains. Consequently, researchers have sought measur…
stat.AP2025★ 1 cited
Probabilistic measures afford fair comparisons of AIWP and NWP model output
Tilmann Gneiting, Tobias Biegert, Kristof Kraus +3
We introduce a new measure for fair and meaningful comparisons of single-valued output from artificial intelligence based weather prediction (AIWP) and numerical weather prediction…