Detecting Changes in Causal Dependence with Kernels and Copulas

Shakeel Gavioli-Akilagun, Kieran Wood, Francesco Quinzan

We propose a framework for determining whether the causal dependence of an outcome $Y$ on a covariate $X$ changes at a given time point, given confounders $\mathbf{Z}$. For ins…