Single-index models are important in multivariate nonparametric regression. In a previous paper, we proposed a penalized spline approach to a partially linear single-index model where the mean ...
The Canadian Journal of Statistics / La Revue Canadienne de Statistique The purpose of this paper is twofold: (1) We establish the consistency of the least-squares ...