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| Titre : | Robust nonparametric regression with stationary ergodic and censored data |
| Auteurs : | R. Rouane, Directeur de thèse ; Mohammed Chikouche Elias Taki Eddine, Auteur |
| Type de document : | texte imprimé |
| Editeur : | Alger: univ-saida, 2021 |
| Format : | 61 p. / Fig.; Tab. / 27 cm. |
| Accompagnement : | + CD |
| Langues: | Anglais |
| Catégories : | |
| Mots-clés: | Robust nonparametric, regression, with stationary, ergodic and censored, data |
| Résumé : |
In this work, we treated a robust nonparametric estimation of the regression function. The model considered here is the right censored model which is the most used in different practical fields. The principal aim is to establish the asymptotic properties of this estimator for a
stationary ergodic process with any use of traditional mixing conditions. Notice that the ergodic setting covers and completes various situations as compared to the mixing case and stands as more convenient to use in practice. |
| Note de contenu : |
1. Introduction and preliminaries
2. Nonparametric robust regression for ergodic complete data. 3. Nonparametric robust regression for right censored with stationary ergodic data. 4. Simulation. 5. Conclusion |
Exemplaires (1)
| Code-barres | Cote | Support | Localisation | Section | Disponibilité |
|---|---|---|---|---|---|
| SCT01870 | TMMS00441 | Périodique | Salle des Thèses | Mathématique | Exclu du prêt |
Documents numériques (1)
 Robust nonparametric regression with stationary ergodic and censored data Adobe Acrobat PDF |
