| Clustering-based improvement of nonparametric functional time series forecasting: Application to intra-day household-level load curves M Chaouch IEEE Transactions on Smart Grid 5 (1), 411-419, 2013 | 259 | 2013 |
| Properties of design-based functional principal components analysis H Cardot, M Chaouch, C Goga, C Labruère Journal of statistical planning and inference 140 (1), 75-91, 2010 | 57 | 2010 |
| Randomly censored quantile regression estimation using functional stationary ergodic data M Chaouch, S Khardani Journal of nonparametric statistics 27 (1), 65-87, 2015 | 38 | 2015 |
| Mean and median-based nonparametric estimation of returns in mean-downside risk portfolio frontier H Ben Salah, M Chaouch, A Gannoun, C De Peretti, A Trabelsi Annals of operations research 262, 653-681, 2018 | 27 | 2018 |
| Uniform limit theorems for a class of conditional Z-estimators when covariates are functions S Bouzebda, M Chaouch Journal of Multivariate Analysis., 2022 | 26 | 2022 |
| Design-based estimation for geometric quantiles with application to outlier detection M Chaouch, C Goga Computational Statistics & Data Analysis 54 (10), 2214-2229, 2010 | 26 | 2010 |
| Using Complex Surveys to Estimate the L1‐Median of a Functional Variable: Application to Electricity Load Curves M Chaouch, C Goga International Statistical Review 80 (1), 40-59, 2012 | 20 | 2012 |
| Rate of uniform consistency for a class of mode regression on functional stationary ergodic data M Chaouch, N Laïb, D Louani Statistical Methods & Applications 26 (1), 19-47, 2017 | 16 | 2017 |
| Limiting law results for a class of conditional mode estimates for functional stationary ergodic data S Bouzebda, M Chaouch, N Laïb Mathematical Methods of statistics 25, 168-195, 2016 | 15 | 2016 |
| Estimation de quantiles géométriques conditionnels et non conditionnels M Chaouch, A Gannoun, J Saracco Journal de la Société Française de Statistique 150 (2), 1-27, 2009 | 13 | 2009 |
| Nonparametric multivariate L_1-median regression estimation with functional covariates M Chaouch, N Laïb Electronic Journal of Statistics 7, 1553-1586, 2013 | 12 | 2013 |
| Stochastic approximation for multivariate and functional median H Cardot, P Cénac, M Chaouch Proceedings of COMPSTAT'2010: 19th International Conference on Computational …, 2010 | 11 | 2010 |
| Nonparametric M-estimation for right censored regression model with stationary ergodic data M Chaouch, N Laïb, EO Saïd Statistical Methodology 33, 234-255, 2016 | 8 | 2016 |
| Volatility estimation in a nonlinear heteroscedastic functional regression model with martingale difference errors M Chaouch Journal of Multivariate Analysis 170, 129-148, 2019 | 7 | 2019 |
| Single functional index quantile regression under general dependence structure M Chaouch, AA Bouchentouf, A Traore, A Rabhi Journal of Nonparametric Statistics 32 (3), 725-755, 2020 | 6 | 2020 |
| Functional principal components analysis with survey data S Dabo-Niang, F Ferraty, H Cardot, M Chaouch, C Goga, C Labruère Functional and Operatorial Statistics, 95-102, 2008 | 6 | 2008 |
| Asymptotics for function derivatives estimators based on stationary and ergodic discrete time processes S Bouzebda, M Chaouch, SD Biha Annals of the Institute of Statistical Mathematics 74, 737-771, 2022 | 5 | 2022 |
| Vector-on-function quantile regression for stationary ergodic processes M Chaouch, N Laïb Journal of the Korean Statistical Society 44 (2), 161-178, 2015 | 4 | 2015 |
| Optimal asymptotic MSE of kernel regression estimate for continuous time processes with missing at random response M Chaouch, N Laïb Statistics & Probability Letters 154, 108532, 2019 | 3 | 2019 |
| Optimal Wind Turbine Design based Wind Potential and Radial Distribution Network Characteristics FA Bourhim, A Ouammi, R Benchrifa, M Chaouch IEEE Access, 116594 - 116607, 2023 | 2 | 2023 |
