A Two-Step Projection-Based Goodness-of-Fit Test for Ultra-High Dimensional Sparse Regressions

Falong Tan, Jie Liu, Heng Peng +1

This paper proposes a novel two-step strategy for testing the goodness-of-fit of parametric regression models in ultra-high dimensional sparse settings, where the predictor dimensi…