Conditional Independence Testing in Hilbert Spaces with Applications to Functional Data Analysis

Anton Rask Lundborg, Rajen D. Shah, Jonas Peters

We study the problem of testing the null hypothesis that X and Y are conditionally independent given Z, where each of X, Y and Z may be functional random variables. This generalise…