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Firas Ibrahim, Ali Hajj Hassan, Jacques Demongeot & Mustapha Rachdi. (2020) Regression model for surrogate data in high dimensional statistics. Communications in Statistics - Theory and Methods 49:13, pages 3206-3227.
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Mustapha Rachdi, Ali Laksaci, Ibrahim M. Almanjahie & Zouaoui Chikr-Elmezouar. (2020) FDA: theoretical and practical efficiency of the local linear estimation based on the kNN smoothing of the conditional distribution when there are missing data. Journal of Statistical Computation and Simulation 90:8, pages 1479-1495.
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Belkais Altendji, Jacques Demongeot, Ali Laksaci & Mustapha Rachdi. (2018) Functional data analysis: estimation of the relative error in functional regression under random left-truncation model. Journal of Nonparametric Statistics 30:2, pages 472-490.
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Articles from other publishers (13)
Mounir Boumahdi, Idir Ouassou & Mustapha Rachdi. (2023) Estimation in nonparametric functional-on-functional models with surrogate responses. Journal of Multivariate Analysis, pages 105231.
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Somia Ayad, Ali Laksaci, Saâdia Rahmani & Rachida Rouane. (2022) LOCAL LINEAR MODELLING OF THE CONDITIONAL DISTRIBUTION FUNCTION FOR FUNCTIONAL ERGODIC DATA. Mathematical Modelling and Analysis 27:3, pages 360-382.
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Mustapha Rachdi, Ali Laksaci & Fahimah A. Al-Awadhi. (2021) Parametric and nonparametric conditional quantile regression modeling for dependent spatial functional data. Spatial Statistics 43, pages 100498.
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Oussama Bouanani, Saâdia Rahmani, Ali Laksaci & Mustapha Rachdi. (2020) Asymptotic normality of conditional mode estimation for functional dependent data. Indian Journal of Pure and Applied Mathematics 51:2, pages 465-481.
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Oussama Bouanani, Ali Laksaci, Mustapha Rachdi & Saâdia Rahmani. (2018) Asymptotic normality of some conditional nonparametric functional parameters in high-dimensional statistics. Behaviormetrika 46:1, pages 199-233.
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Jacques Demongeot, Amina Naceri, Ali Laksaci & Mustapha Rachdi. (2017) Local linear regression modelization when all variables are curves. Statistics & Probability Letters 121, pages 37-44.
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Fatiha Messaci, Nahima Nemouchi, Idir Ouassou & Mustapha Rachdi. (2015) Local polynomial modelling of the conditional quantile for functional data. Statistical Methods & Applications 24:4, pages 597-622.
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Amina Naceri, Ali Laksaci & Mustapha Rachdi. 2015. Functional Statistics and Applications. Functional Statistics and Applications
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Jacques Demongeot, Ali Laksaci, Mustapha Rachdi & Saâdia Rahmani. (2014) On the Local Linear Modelization of the Conditional Distribution for Functional Data. Sankhya A 76:2, pages 328-355.
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Mustapha Rachdi, Ali Laksaci, Jacques Demongeot, Abdel Abdali & Fethi Madani. (2014) Theoretical and practical aspects of the quadratic error in the local linear estimation of the conditional density for functional data. Computational Statistics & Data Analysis 73, pages 53-68.
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Ali Laksaci, Mustapha Rachdi & Saâdia Rahmani. (2013) Spatial modelization: Local linear estimation of the conditional distribution for functional data. Spatial Statistics 6, pages 1-23.
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Idir Ouassou & Mustapha Rachdi. (2011) Regression operator estimation by delta-sequences method for functional data and its applications. AStA Advances in Statistical Analysis 96:4, pages 451-465.
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Jacques Demongeot, Ali Laksaci, Fethi Madani & Mustapha Rachdi. (2010) Estimation locale linéaire de la densité conditionnelle pour des données fonctionnelles. Comptes Rendus Mathematique 348:15-16, pages 931-934.
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