Profile least squares estimators in the monotone single index model

Fadoua Balabdaoui, Piet Groeneboom

We consider least squares estimators of the finite regression parameter $\alpha$ in the single index regression model $Y=\psi ({\alpha }^{T}X)+\epsilon$, where $X$ is a $d$-dimensional random vector, $\E(Y…