Testing for Conditional Independence in Binary Single-Index Models

John H. J. Einmahl, Denis Kojevnikov, Bas J. M. Werker

We wish to test whether a real-valued variable $Z$ has explanatory power, in addition to a multivariate variable $X$, for a binary variable $Y$. Thus, we are interested in testing…