A simple measure of conditional dependence

Mona Azadkia, Sourav Chatterjee

We propose a coefficient of conditional dependence between two random variables $Y$ and $Z$ given a set of other variables $X_1,\dots ,X_p$, based on an i.i.d. sample. The coeffici…