Bergsma--Dassios Sign Covariance Characterises Independence for Arbitrary Real-Valued Bivariate Laws

Stefan Grünewald, Libo Huang

Bergsma--Dassios sign covariance ${\tau }^{\ast }$ is a rank-based population measure of dependence. Building on zero-characterisation results under specific regularity regimes, we prove that…