Performance of discrete associated kernel estimators through the total variation distance
| Affiliation auteurs | !!!! Error affiliation !!!! |
| Titre | Performance of discrete associated kernel estimators through the total variation distance |
| Type de publication | Journal Article |
| Year of Publication | 2016 |
| Auteurs | Kokonendji CC, Varron D |
| Journal | STATISTICS & PROBABILITY LETTERS |
| Volume | 110 |
| Pagination | 225-235 |
| Date Published | MAR |
| Type of Article | Article |
| ISSN | 0167-7152 |
| Mots-clés | Concentration inequalities, empirical processes, Probability mass function |
| Résumé | We prove asymptotic results and concentration inequalities for a large class of discrete associated kernel estimators, under the total variation distance. We also propose a data driven bandwidth selection procedure aiming to minimize the total variation. Simulations are conducted. (C) 2015 Elsevier B.V. All rights reserved. |
| DOI | 10.1016/j.spl.2015.10.008 |