Robust Hypothesis Test for Nonlinear Effect with Gaussian Processes

Jeremiah Zhe Liu, Brent Coull

This work constructs a hypothesis test for detecting whether an data-generating function $h:R^p\to R$ belongs to a specific reproducing kernel Hilbert space $\mathcal{H}_…