An Interpretable Measure for Quantifying Predictive Dependence between Continuous Random Variables -- Extended Version

Renato Assunção, Flávio Figueiredo, Francisco N. Tinoco Júnior +2

A fundamental task in statistical learning is quantifying the joint dependence or association between two continuous random variables. We introduce a novel, fully non-parametric me…