Mohamed El Machkouri

A central limit theorem for stationary random fields

Mohamed El Machkouri, Dalibor Volný, Wei Biao Wu · Stochastic Processes and their Applications · 2012 · 81 citations · Full text

Central Limit Theorem, Probability Theory, Stochastic Geometry +1

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

Mohamed El Machkouri, Khalifa Es-Sebaiy, Youssef Ouknine · HAL (Le Centre pour la Communication Scientifique Directe) · 2016 · 73 citations

Multivariate Stochastic Volatility, Engineering, Stochastic Processes +8

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

Mohamed El Machkouri · Statistical Inference for Stochastic Processes · 2011 · 31 citations

Density Estimation, Engineering, Asymptotic Normality +5

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

Mohamed El Machkouri, Lahcen Ouchti · Bernoulli · 2007 · 30 citations · Full text

Engineering, Optimal Convergence Rates, Integrable Probability +9

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

Mohamed El Machkouri, Radu S. Stoica · Journal of nonparametric statistics · 2010 · 26 citations · Full text

Regression Estimator, Density Estimation, Image Analysis +14