Kernel conditional tests from learning-theoretic bounds

Pierre-François Massiani, Christian Fiedler, Lukas Haverbeck +2

We propose a framework for hypothesis testing on conditional probability distributions, which we then use to construct statistical tests of functionals of conditional distributions…