3 papers
stat.ME2026
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.ME2025
An easily verifiable dispersion order for discrete distributions
Andreas Eberl, Bernhard Klar, Alfonso Suárez-Llorens
Dispersion is a fundamental concept in statistics, yet standard approaches - especially via stochastic orders - face limitations in the discrete setting. In particular, the classic…
stat.ME2025
Defining Dispersion: A Fundamental Order for Univariate Discrete Distributions
Andreas Eberl, Bernhard Klar
The measurement of dispersion is one of the most fundamental and ubiquitous statistical concepts, in both applied and theoretical contexts. For dispersion measures, such as the sta…