A Power Analysis of the Conditional Randomization Test and Knockoffs

Wenshuo Wang, Lucas Janson

In many scientific problems, researchers try to relate a response variable $Y$ to a set of potential explanatory variables $X=(X_1,\dots ,X_p)$, and start by trying to identify va…