Paris, Quentin - In: Journal of Multivariate Analysis 128 (2014) C, pp. 186-202
In this paper, we address the problem of regression estimation in the context of a p-dimensional predictor when p is large. We propose a general model in which the regression function is a composite function. Our model consists in a nonlinear extension of the usual sufficient dimension reduction...