We consider the paradigm of marginal coordinate tests (Cook (2004)) for model-free variable selection. To combine the strength of existing tests based on sliced inverse regression and sliced average ...

In this article, we establish a novel connection between the null hypothesis H0 on the coefficients and a rank-reducible form of the varying coefficient model in quantile regression. We use B-splines ...