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…