Hlubinka, Daniel; Šiman, Miroslav - In: Journal of Multivariate Analysis 116 (2013) C, pp. 163-171
This article defines a meaningful concept of elliptical location quantile with the aid of quantile regression, discusses its basic properties, and suggests its extension to a general regression framework through a locally constant nonparametric approach.