In this article we study a family of nonparametric estimators for the ψ-regression model when the response variable is subject to left-truncation by another random variable. Under standard assumptions, we get the almost complete convergence rate as well as asymptotic normality of the construct estimators. The obtained asymptotic normality permits getting a confidence interval usable in practice. Some simulations are drawn to illustrate the main results.
70
Views
1
CrossRef citations
Altmetric
Original Articles
On the Nonparametric Estimation of the Functional ψ-Regression for a Random Left-Truncation Model
Saliha Derrar Laboratoire de Statistique et Processus Stochastiques, Université de Sidi Bel Abbès, Sidi Bel Abbès, Algeria, Ali Laksaci Laboratoire de Statistique et Processus Stochastiques, Université de Sidi Bel Abbès, Sidi Bel Abbès, Algeria & Elias Ould Saïd Université Lille Nord de France and ULCO, LMPA, Centre de la Mi-Voix, Calais, FranceCorrespondenceouldsaid@lmpa.univ-littoral.fr
Saliha Derrar Laboratoire de Statistique et Processus Stochastiques, Université de Sidi Bel Abbès, Sidi Bel Abbès, Algeria, Ali Laksaci Laboratoire de Statistique et Processus Stochastiques, Université de Sidi Bel Abbès, Sidi Bel Abbès, Algeria & Elias Ould Saïd Université Lille Nord de France and ULCO, LMPA, Centre de la Mi-Voix, Calais, FranceCorrespondenceouldsaid@lmpa.univ-littoral.fr
Pages 823-849
Received 10 Jul 2014
Accepted 18 Mar 2015
Accepted author version posted online: 30 Apr 2015
Published online: 30 Apr 2015
Or purchase it *
-
Add to cart
Article Purchase 24 hours access for USD 50.00
-
Add to cart
Issue Purchase 30 days access for USD 242.00
* Local tax will be added as applicable

