Artemiou, Andreas; Li, Bing - In: Journal of Multivariate Analysis 119 (2013) C, pp. 176-184
In this paper we demonstrate that a higher-ranking principal component of the predictor tends to have a stronger correlation with the response in single index models and sufficient dimension reduction. This tendency holds even though the orientation of the predictor is not designed in any way to...