Theoretical and practical aspects of the quadratic error in the local linear estimation of the conditional density for functional data. - Mustapha Rachdi; Ali Laksaci; Jacques Demongeot; Abdel Abdali; Fethi Madani (Comput. Stat. Data Anal., 2014)

Relative-error prediction in nonparametric functional statistics: Theory and practice. - Jacques Demongeot; Ali Hamie; Ali Laksaci; Mustapha Rachdi (J. Multivar. Anal., 2016)

Data-driven kNN estimation in nonparametric functional data analysis. - Lydia-Zaitri Kara; Ali Laksaci; Mustapha Rachdi; Philippe Vieu (J. Multivar. Anal., 2017)

Curves Classification by Using a Local Likelihood Function and Its Practical Usefulness for Real Data. - Mustapha Rachdi; Ali Laksaci; Ali Hamie; Jacques Demongeot; Idir Ouassou (FSDM, 2020)

The consistency and asymptotic normality of the kernel type expectile regression estimator for functional data. - Mustapha Mohammedi; Salim Bouzebda; Ali Laksaci (J. Multivar. Anal., 2021)

Local linear modelling of the Conditional Distribution function for Functional Ergodic Data. - Somia Ayad; Ali Laksaci; Saâdia Rahmani; Rachida Rouane (Math. Model. Anal., 2022)

Scalar-on-Function Relative Error Regression for Weak Dependent Case. - Zouaoui Chikr Elmezouar; Fatimah Alshahrani; Ibrahim M. Almanjahie; Zoulikha Kaid; Ali Laksaci; Mustapha Rachdi (Axioms, 2023)

Computational aspects of the kNN local linear smoothing for some conditional models in high dimensional statistics. - Ibrahim M. Almanjahie; Wafa Mesfer Alahmari; Ali Laksaci; Mustapha Rachdi (Commun. Stat. Simul. Comput., 2023)

Kolmogorov Entropy for Convergence Rate in Incomplete Functional Time Series: Application to Percentile and Cumulative Estimation in High Dimensional Data. - Ouahiba Litimein; Fatimah Alshahrani; Salim Bouzebda; Ali Laksaci; Mechab Boubaker (Entropy, 2023)

Spatio-Functional Local Linear Asymmetric Least Square Regression Estimation: Application for Spatial Prediction of COVID-19 Propagation. - Ali Laksaci; Salim Bouzebda; Fatimah Alshahrani; Ouahiba Litimein; Mechab Boubaker (Symmetry, 2023)

Spatio-Functional Nadaraya-Watson Estimator of the Expectile Shortfall Regression. - Mohammed B. Alamari; Fatimah A. Almulhim; Zoulikha Kaid; Ali Laksaci (Axioms, 2024)

Asymptotic normality of the local linear estimator of the functional expectile regression. - Ouahiba Litimein; Ali Laksaci; Larbi Ait-Hennani; Mechab Boubaker; Mustapha Rachdi (J. Multivar. Anal., 2024)

Nonparametric Expectile Shortfall Regression for Complex Functional Structure. - Mohammed B. Alamari; Fatimah A. Almulhim; Zoulikha Kaid; Ali Laksaci (Entropy, 2024)