Testing Conditional Independence via the Spectral Generalized Covariance Measure: Beyond Euclidean Data

Ryunosuke Miyazaki, Yoshimasa Uematsu

We propose a conditional independence (CI) test based on a new measure, the \emph{spectral generalized covariance measure} (SGCM). The SGCM is constructed by expressing the squared…