A new approach to locally adaptive polynomial regression

Sabyasachi Chatterjee, Subhajit Goswami, Soumendu Sundar Mukherjee

Adaptive bandwidth selection is a fundamental challenge in nonparametric regression. This paper introduces a new bandwidth selection procedure inspired by the optimality criteria f…