continuous variable 1dependence measure 1hellinger distance 1independence test 1kernel density estimation 1multinomial variable 1
From the 1 of 2 linked papers with an AI index.
2 papers
stat.ME2026
A New Measure of Dependence Between Continuous and Multinomial Random Variables
Lu Yang, Galin L. Jones
The paper proposes a new dependence measure for a continuous variable and a multinomial variable based on the Hellinger distance between conditional distributions, and provides an…
stat.ML2026
Hierarchies of Calibration: Classification meets Regression
Johannes Resin, Lu Yang, Tilmann Gneiting
Concepts of calibration formalize the compatibility between probabilistic predictions and the respective outcomes. In a nutshell, the outcomes ought to be indistinguishable from ra…