| A central limit theorem for stationary random fields M El Machkouri, D Volný, WB Wu Stochastic Processes and their Applications 123 (1), 1-14, 2013 | 104 | 2013 |
| Least squares estimator for non-ergodic Ornstein–Uhlenbeck processes driven by Gaussian processes M El Machkouri, K Es-Sebaiy, Y Ouknine Journal of the Korean Statistical Society 45 (3), 329-341, 2016 | 88 | 2016 |
| Asymptotic normality of kernel estimates in a regression model for random fields M El Machkouri, R Stoica Journal of Nonparametric Statistics 22 (8), 955-971, 2010 | 41 | 2010 |
| Asymptotic normality of the Parzen–Rosenblatt density estimator for strongly mixing random fields M El Machkouri Statistical Inference for Stochastic Processes 14, 73-84, 2011 | 35 | 2011 |
| Exact convergence rates in the central limit theorem for a class of martingales ME Machkouri, L Ouchti | 28 | 2007 |
| Nonparametric regression estimation for random fields in a fixed-design ME Machkouri Statistical Inference for Stochastic Processes 10, 29-47, 2007 | 27 | 2007 |
| Kahane–Khintchine inequalities and functional central limit theorem for stationary random fields M El Machkouri Stochastic processes and their applications 102 (2), 285-299, 2002 | 23 | 2002 |
| Orthomartingale-coboundary decomposition for stationary random fields M El Machkouri, D Giraudo Stochastics and Dynamics 16 (05), 1650017, 2016 | 19 | 2016 |
| On local linear regression for strongly mixing random fields M El Machkouri, K Es-Sebaiy, I Ouassou Journal of Multivariate Analysis 156, 103-115, 2017 | 17 | 2017 |
| Kernel density estimation for stationary random fields ME Machkouri arXiv preprint arXiv:1109.2694, 2011 | 16 | 2011 |
| Contre-exemple dans le théorème central limite fonctionnel pour les champs aléatoires réels M El Machkouri, D Volný Annales de l'IHP Probabilités et statistiques 39 (2), 325-337, 2003 | 15 | 2003 |
| Recursive kernel density estimation for time series A Aboubacar, M El Machkouri IEEE Transactions on Information Theory 66 (10), 6378-6388, 2020 | 13 | 2020 |
| On the Nadaraya–Watson kernel regression estimator for irregularly spaced spatial data M El Machkouri, X Fan, L Reding Journal of Statistical Planning and Inference 205, 92-114, 2020 | 9 | 2020 |
| Invariance principles for standard-normalized and self-normalized random fields ME Machkouri, L Ouchti arXiv preprint math/0502135, 2005 | 9 | 2005 |
| A criterion of weak mixing property A Nogueira, EH El Abdalaoui, M El Machkouri École de Théorie Ergodique, Sémin. Congr 20, 105-111, 2010 | 8 | 2010 |
| Stable limits for Markov chains via the Principle of Conditioning M El Machkouri, A Jakubowski, D Volný Stochastic Processes and their Applications 130 (4), 1853-1878, 2020 | 6 | 2020 |
| Parameter estimation for the non-ergodic Ornstein-Uhlenbeck processes driven by Gaussian process M El Machkouri, K Es-Sebaiy, Y Ouknine arXiv preprint arXiv:1507.00802, 2015 | 6 | 2015 |
| On the central and local limit theorem for martingale difference sequences M El Machkouri, D VOLNÝ Stochastics and Dynamics 4 (02), 153-173, 2004 | 6 | 2004 |
| WB Wu. A central limit theorem for stationary random fields. Submitted M El Machkouri, D Volný | 5 | 2011 |
| Théorèmes limite pour les champs et les suites stationnaires de variables aléatoires réelles M El Machkouri Université de Rouen, 2002 | 5 | 2002 |
khalifa Es-SebaiyAssociate Professor, Kuwait UniversityVerified email at ku.edu.kw
