Efficient Estimation in Single Index Models through Smoothing splines

Arun Kumar Kuchibhotla, Rohit Kumar Patra

We consider estimation and inference in a single index regression model with an unknown but smooth link function. In contrast to the standard approach of using kernels or regressio…