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1

On the Nadaraya–Watson kernel regression estimator for irregularly spaced spatial data

El Machkouri, M., Fan, X., Reding, L.

Journal:

Journal of Statistical Planning and Inference

Year:

2019

Language:

english

File:

PDF, 695 KB

english, 2019

2

Asymptotic normality of the Parzen–Rosenblatt density estimator for strongly mixing random fields

Mohamed El Machkouri

Journal:

Statistical Inference for Stochastic Processes

Year:

2011

Language:

english

File:

PDF, 199 KB

english, 2011

3

Asymptotic normality of kernel estimates in a regression model for random fields

El Machkouri, Mohamed, Stoica, Radu

Journal:

Journal of Nonparametric Statistics

Year:

2010

Language:

english

File:

PDF, 468 KB

english, 2010

4

ON THE CENTRAL AND LOCAL LIMIT THEOREM FOR MARTINGALE DIFFERENCE SEQUENCES

EL MACHKOURI, MOHAMED, VOLNÝ, DALIBOR

Journal:

Stochastics and Dynamics

Year:

2004

Language:

english

File:

PDF, 267 KB

english, 2004

5

Least squares estimator for non-ergodic Ornstein–Uhlenbeck processes driven by Gaussian processes

El Machkouri, Mohamed, Es-Sebaiy, Khalifa, Ouknine, Youssef

Journal:

Journal of the Korean Statistical Society

Year:

2015

Language:

english

File:

PDF, 415 KB

english, 2015

6

Exact convergence rates in the central limit theorem for a class of martingales

Machkouri, M. El, Ouchti, L.

Journal:

Year:

2007

Language:

english

File:

PDF, 187 KB

english, 2007

7

Contre-exemple dans le théorème central limite fonctionnel pour les champs aléatoires réels

Mohamed El Machkouri, Dalibor Volný

Journal:

Annales de l'Institut Henri Poincare (B) Probability and Statistics

Year:

2003

Language:

french

File:

PDF, 110 KB

french, 2003

8

Kahane–Khintchine inequalities and functional central limit theorem for stationary random fields

Mohamed El Machkouri

Journal:

Stochastic Processes and their Applications

Year:

2002

Language:

english

File:

PDF, 185 KB

english, 2002

9

Nonparametric Regression Estimation for Random Fields in a Fixed-Design

Mohamed El Machkouri

Journal:

Statistical Inference for Stochastic Processes

Year:

2007

Language:

english

File:

PDF, 168 KB

english, 2007

10

A central limit theorem for stationary random fields

Mohamed El Machkouri, Dalibor Volný, Wei Biao Wu

Journal:

Stochastic Processes and their Applications

Year:

2013

Language:

english

File:

PDF, 233 KB

english, 2013

11

On the asymptotic normality of frequency polygons for strongly mixing spatial processes

El Machkouri, Mohamed

Journal:

Statistical Inference for Stochastic Processes

Year:

2013

Language:

english

File:

PDF, 215 KB

english, 2013

12

Exact Convergence rates in the Central Limit Theorem for a Class of Martingales

M. El Machkouri and L. Ouchti

Journal:

Year:

2007

Language:

english

File:

PDF, 841 KB

english, 2007

13

Orthomartingale-coboundary decomposition for stationary random fields

El Machkouri, Mohamed, Giraudo, Davide

Journal:

Stochastics and Dynamics

Year:

2015

Language:

english

File:

PDF, 359 KB

english, 2015

14

On local linear regression for strongly mixing random fields

El Machkouri, Mohamed, Es-Sebaiy, Khalifa, Ouassou, Idir

Journal:

Journal of Multivariate Analysis

Year:

2017

Language:

english

File:

PDF, 472 KB

english, 2017

15

Recursive kernel density estimation for time series

Aboubacar, Amir, El Machkouri, Mohamed

Journal:

IEEE Transactions on Information Theory

Year:

2020

File:

PDF, 1.97 MB

2020