DIET: Conditional independence testing with marginal dependence measures of residual information

Mukund Sudarshan, Aahlad Manas Puli, Wesley Tansey +1

Conditional randomization tests (CRTs) assess whether a variable $x$ is predictive of another variable $y$, having observed covariates $z$. CRTs require fitting a large number of p…