Logistic lasso regression with nearest neighbors for gradient-based dimension reduction

Touqeer Ahmad, François Portier, Gilles Stupfler

This paper investigates a new approach to estimate the gradient of the conditional probability given the covariates in the binary classification framework. The proposed approach co…