M. R. Ferreira

Statistical Inference for Gaussian Kernel Robust Regression with the gkrreg Package

It is formally established that GKRReg belongs to the family of redescending M-estimators, providing the theoretical foundation for the inferential procedures that follow and proposing a pairs bootstrap that re-estimates the kernel width hyper-parameter gamma^2 on every replicate, capturing variability that the sandwich ignores.