par Paindaveine, Davy ;Šiman, Miroslav
Référence Computational statistics & data analysis, 56, page (840-853)
Publication Publié, 2012
Article révisé par les pairs
Résumé : A procedure relying on linear programming techniques is developed to compute (regression) quantile regions that have been defined recently. In the location case, this procedure allows for computing halfspace depth regions even beyond dimension two. The corresponding algorithm is described in detail, and illustrations are provided both for simulated and real data. The efficiency of a Matlab implementation of the algorithm 1 is also investigated through extensive simulations. © 2011 Elsevier B.V. All rights reserved.