Rate of uniform consistency for nonparametric estimates with functional variables F Ferraty, A Laksaci, A Tadj, P Vieu Journal of Statistical planning and inference 140 (2), 335-352, 2010 | 229 | 2010 |
Estimating some characteristics of the conditional distribution in nonparametric functional models F Ferraty, A Laksaci, P Vieu Statistical Inference for Stochastic Processes 9, 47-76, 2006 | 185 | 2006 |
Kernel regression with functional response F Ferraty, A Laksaci, A Tadj, P Vieu | 99 | 2011 |
Data-driven kNN estimation in nonparametric functional data analysis LZ Kara, A Laksaci, M Rachdi, P Vieu Journal of Multivariate Analysis 153, 176-188, 2017 | 90 | 2017 |
On robust nonparametric r ٠٩egression estimation for a functional regressor N Azzedine, A Laksaci, E Ould-Saïd Statistics & Probability Letters 78 (18), 3216-3221, 2008 | 69 | 2008 |
Robust nonparametric estimation for functional data C Crambes, L Delsol, A Laksaci Journal of Nonparametric Statistics 20 (7), 573-598, 2008 | 65 | 2008 |
Theoretical and practical aspects of the quadratic error in the local linear estimation of the conditional density for functional data M Rachdi, A Laksaci, J Demongeot, A Abdali, F Madani Computational Statistics & Data Analysis 73, 53-68, 2014 | 60 | 2014 |
Functional data: local linear estimation of the conditional density and its application J Demongeot, A Laksaci, F Madani, M Rachdi Statistics 47 (1), 26-44, 2013 | 58 | 2013 |
On the local linear modelization of the conditional distribution for functional data J Demongeot, A Laksaci, M Rachdi, S Rahmani Sankhya A 76, 328-355, 2014 | 54 | 2014 |
Asymptotic distribution of robust estimator for functional nonparametric models M Attouch, A Laksaci, E Ould-Saïd Communications in Statistics—Theory and Methods 38 (8), 1317-1335, 2009 | 54 | 2009 |
Functional time series prediction via conditional mode estimation F Ferraty, A Laksaci, P Vieu Comptes Rendus. Mathématique 340 (5), 389-392, 2005 | 51 | 2005 |
A note on the conditional density estimate in the single functional index model S Attaoui, A Laksaci, EO Said Statistics & probability letters 81 (1), 45-53, 2011 | 48 | 2011 |
Relative-error prediction in nonparametric functional statistics: Theory and practice J Demongeot, A Hamie, A Laksaci, M Rachdi Journal of Multivariate Analysis 146, 261-268, 2016 | 45 | 2016 |
Asymptotic normality of a robust estimator of the regression function for functional time series data M Attouch, A Laksaci, EO Saïd Journal of the Korean Statistical Society 39 (4), 489-500, 2010 | 43 | 2010 |
Estimation non paramétrique de la fonction de hasard avec variable explicative fonctionnelle: cas des données spatiales A Laksaci, B Mechab Rev. Roumaine Math. Pures Appl 55 (1), 35-51, 2010 | 41 | 2010 |
Uniform in bandwidth consistency for various kernel estimators involving functional data L Kara-Zaitri, A Laksaci, M Rachdi, P Vieu Journal of Nonparametric Statistics 29 (1), 85-107, 2017 | 40 | 2017 |
Nonparametric M-regression for functional ergodic data A Gheriballah, A Laksaci, S Sekkal Statistics & probability letters 83 (3), 902-908, 2013 | 39 | 2013 |
Nonparametric quantile regression estimation for functional dependent data S Dabo-Niang, A Laksaci Communications in statistics-Theory and methods 41 (7), 1254-1268, 2012 | 35 | 2012 |
A generalized L1-approach for a kernel estimator of conditional quantile with functional regressors: Consistency and asymptotic normality A Laksaci, M Lemdani, E Ould-Saïd Statistics & probability letters 79 (8), 1065-1073, 2009 | 34 | 2009 |
The consistency and asymptotic normality of the kernel type expectile regression estimator for functional data M Mohammedi, S Bouzebda, A Laksaci Journal of Multivariate Analysis 181, 104673, 2021 | 32 | 2021 |