Introduction | The Generalised Hilbertian Covariance Measure (GHCM) | Example applications on a simulated dataset | The GHCM with regular functional data | Testing independence of scalar variables given functional variables | Testing independence of a scalar and functional variable given a functional variable | Testing independence of functional variables given a functional variable | The GHCM with irregular functional data | Bibliography