Hansen, Christian Bailey; Kozbur, Damian; Misra, Sanjog - 2018 - Revised version March 19, 2018
This paper proposes a post-model selection inference procedure, called targeted undersmoothing, designed to construct uniformly valid confidence sets for functionals of sparse high-dimensional models, including dense functionals that may depend on many or all elements of the high-dimensional...
