Semiparametric Efficiency in Convexity Constrained Single Index Model

Arun K. Kuchibhotla, Rohit K. Patra, Bodhisattva Sen

We consider estimation and inference in a single index regression model with an unknown convex link function. We introduce a convex and Lipschitz constrained least squares estimato…