Tailor-made tests for goodness of fit to semiparametric hypotheses

Peter J. Bickel, Ya'acov Ritov, Thomas M. Stoker

We introduce a new framework for constructing tests of general semiparametric hypotheses which have nontrivial power on the $n^{-1/2}$ scale in every direction, and can be tailored…