Danica J. Sutherland

Conditional Independence Is Not (Quite) Pointwise Testable

Shah and Peters showed that a conditional independence test with finite-sample or uniformly-controlled level has only trivial power against any alternative. Most practical tests, however, only claim pointwise asymptotic level. There have been incorrect claims in the literature of conditional independence tests with poi...