Salim Bouzebda

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Libre accès
154
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Affiliation actuelle
  • Laboratoire de Mathématiques Appliquées de Compiègne (LMAC)
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Publications

Publications

Functional random field data analysis using nonparametric L 1 -modal regression

Amel Azzi , Salim Bouzebda , Ali Laksaci

Spatial Statistics, 2026, 73, pp.100963. ⟨10.1016/j.spasta.2026.100963⟩

Article dans une revue hal-05513709v1

Multivariate spatial conditional quantiles on hyperspheres in the presence of measurement error

Nourelhouda Taachouche , Salim Bouzebda

Results in Applied Mathematics, 2026, 29, pp.100690. ⟨10.1016/j.rinam.2026.100690⟩

Article dans une revue hal-05520777v1

Asymptotic Theory for Multivariate Nonparametric Quantile Regression with Stationary Ergodic Functional Covariates and Missing-at-Random Responses

Hadjer Belhas , Mustapha Mohammedi , Salim Bouzebda

Symmetry, 2026, 18 (3), pp.445. ⟨10.3390/sym18030445⟩

Article dans une revue hal-05537619v1
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Asymptotic Analysis of a Kernel-Type Estimator for Parabolic Stochastic Partial Differential Equations Driven by Cylindrical Sub-Fractional Brownian Motion

Abdelmalik Keddi , Salim Bouzebda , Fethi Madani

Mathematics , 2025, 13 (16), pp.2627. ⟨10.3390/math13162627⟩

Article dans une revue hal-05211851v1
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Cost Optimization in a GI/M/2/N Queue with Heterogeneous Servers, Working Vacations, and Impatient Customers via the Bat Algorithm

Abdelhak Guendouzi , Salim Bouzebda

Mathematics , 2025, 13 (21), pp.3559. ⟨10.3390/math13213559⟩

Article dans une revue hal-05352333v1
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Robust Estimation of L1-Modal Regression Under Functional Single-Index Models for Practical Applications

Fatimah Almulhim , Mohammed Alamari , Salim Bouzebda , Zoulikha Kaid , Ali Laksaci

Mathematics , 2025, 13 (4), pp.602. ⟨10.3390/math13040602⟩

Article dans une revue hal-04946882v1
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Nonparametric conditional U-statistics on Lie groups with measurement errors

Salim Bouzebda , Nourelhouda Taachouche

Journal of Complexity, 2025, pp.1--86. ⟨10.1016/j.jco.2025.101944⟩

Article dans une revue hal-05018104v1
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Asymptotic results of the randomly censored kernel-type expectile regression estimator for functional dependent data

Mustapha Mohammedi , Salim Bouzebda , Ali Laksaci

Statistical Inference for Stochastic Processes, 2025, 28 (2), pp.10. ⟨10.1007/s11203-025-09328-7⟩

Article dans une revue hal-05120336v1
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Scalar-on-Function Mode Estimation Using Entropy and Ergodic Properties of Functional Time Series Data

Mohammed Alamari , Fatimah Almulhim , Ibrahim Almanjahie , Salim Bouzebda , Ali Laksaci

Entropy, 2025, 27 (6), pp.552. ⟨10.3390/e27060552⟩

Article dans une revue hal-05084108v1
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Optimal Almost Sure Rate of Convergence for the Wavelets Estimator in the Partially Linear Additive Models

Khalid Chokri , Salim Bouzebda

Symmetry, 2025, 17 (3), pp.394. ⟨10.3390/sym17030394⟩

Article dans une revue hal-04979046v1
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k-Nearest Neighbour Estimation of the Conditional Set-Indexed Empirical Process for Functional Data: Asymptotic Properties

Youssouf Souddi , Salim Bouzebda

Axioms, 2025, 14 (2), pp.76. ⟨10.3390/axioms14020076⟩

Article dans une revue hal-04905156v1
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Linear Wavelet-Based Estimators of Partial Derivatives of Multivariate Density Function for Stationary and Ergodic Continuous Time Processes

Sultana Didi , Salim Bouzebda

Entropy, 2025, 27 (4), pp.389. ⟨10.3390/e27040389⟩

Article dans une revue hal-05024216v1
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Multivariate spatial conditional U -quantiles: a Bahadur–Kiefer representation

Salim Bouzebda , Nourelhouda Taachouche

Results in Applied Mathematics, 2025, 26, pp.100593. ⟨10.1016/j.rinam.2025.100593⟩

Article dans une revue hal-05091480v1
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Limit Theorems for Kernel Regression Estimator for Quasi-Associated Functional Censored Time Series Within Single Index Structure

Said Attaoui , Oum Elkheir Benouda , Salim Bouzebda , Ali Laksaci

Mathematics , 2025, 13 (5), pp.886. ⟨10.3390/math13050886⟩

Article dans une revue hal-04981202v1

Rates in the complete convergence of weighted bootstrap means

Sergio Alvarez-Andrade , Salim Bouzebda

Communications in Statistics - Theory and Methods, 2025, pp.1-17. ⟨10.1080/03610926.2024.2449096⟩

Article dans une revue hal-04878656v1
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Local Linear Regression for Functional Ergodic Data with Missing at Random Responses

Yassine Baghli , Oussama Bouanani , Salim Bouzebda

Mathematics , 2025, 13 (24), pp.3941. ⟨10.3390/math13243941⟩

Article dans une revue hal-05411519v1

Rates for the SLLN for long-memory and heavy-tailed processes

Samir Ben Hariz , Salim Bouzebda

Journal of Applied Probability, 2025, pp.1-21. ⟨10.1017/jpr.2025.19⟩

Article dans une revue hal-05129242v1
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Wavelet Estimation of Partial Derivatives in Multivariate Regression Under Discrete-Time Stationary Ergodic Processes

Sultana Didi , Salim Bouzebda

Mathematics , 2025, 13 (10), pp.1587. ⟨10.3390/math13101587⟩

Article dans une revue hal-05064958v1
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Limit theorems for conditional U-statistics analysis on hyperspheres for missing at random data in the presence of measurement error

Salim Bouzebda , Nourelhouda Taachouche

Journal of Computational and Applied Mathematics, 2025, 472, pp.116811. ⟨10.1016/j.cam.2025.116811⟩

Article dans une revue hal-05089396v1

Limit Theorems for Wavelet Conditional $\boldsymbol{U}$-Statistics for Time Series Models

Salim Bouzebda

Mathematical Methods of Statistics, 2025, 34 (2), pp.181-224. ⟨10.3103/S106653072570005X⟩

Article dans une revue hal-05201776v1
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A nonparametric distribution-free test of independence among continuous random vectors based on L1-norm

Nour-Eddine Berrahou , Salim Bouzebda , Lahcen Douge

Bernoulli, 2025, 31 (2), ⟨10.3150/24-BEJ1772⟩

Article dans une revue hal-04946880v1
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Wavelet-based estimators of partial derivatives of a multivariate density function for discrete stationary and ergodic processes

Sultana Didi , Salim Bouzebda

AIMS Mathematics, 2025, 10 (5), pp.12519-12553. ⟨10.3934/math.2025565⟩

Article dans une revue hal-05089399v1
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Weak convergence of the conditional single index $ U $-statistics for locally stationary functional time series

Salim Bouzebda

AIMS Mathematics, 2024, 9 (6), pp.14807-14898. ⟨10.3934/math.2024720⟩

Article dans une revue hal-04558676v1

Bootstrap of Reliability Indicators for Semi-Markov Processes

Irene Votsi , Salim Bouzebda

Methodology and Computing in Applied Probability, 2024, 27 (1), pp.3. ⟨10.1007/s11009-024-10125-7⟩

Article dans une revue hal-04825670v1

Limit Theorems in the Nonparametric Conditional Single-Index U-Processes for Locally Stationary Functional Random Fields under Stochastic Sampling Design

Salim Bouzebda

Mathematics , 2024, 12 (13), pp.1996. ⟨10.3390/math12131996⟩

Article dans une revue hal-04631655v1
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Limit theorems for local polynomial estimation of regression for functional dependent data

Oussama Bouanani , Salim Bouzebda

AIMS Mathematics, 2024, 9 (9), pp.23651-23691. ⟨10.3934/math.20241150⟩

Article dans une revue hal-04670145v1
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Uniform in number of neighbors consistency and weak convergence of $ k $NN empirical conditional processes and $ k $NN conditional $ U $-processes involving functional mixing data

Salim Bouzebda , Amel Nezzal

AIMS Mathematics, 2024, 9 (2), pp.4427-4550. ⟨10.3934/math.2024218⟩

Article dans une revue hal-04404704v1
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Weak Convergence of the Conditional Set-Indexed Empirical Process for Missing at Random Functional Ergodic Data

Salim Bouzebda , Youssouf Souddi , Fethi Madani

Mathematics , 2024, 12 (3), pp.448. ⟨10.3390/math12030448⟩

Article dans une revue hal-04427506v1

The Bahadur representation for empirical and smooth quantile estimators under association

Noureddine Berrahou , Salim Bouzebda , Douge Lahcen

Methodology and Computing in Applied Probability, In press, 26 (17), ⟨10.1007/s11009-024-10086-x⟩

Article dans une revue hal-04559751v1

Strong consistency rate in functional single index expectile model for spatial data

Zouaoui Chikr Elmezouar , Fatimah Alshahrani , Ibrahim Almanjahie , Salim Bouzebda , Zoulikha Kaid et al.

AIMS Mathematics, 2024, 9 (3), pp.5550-5581. ⟨10.3934/math.2024269⟩

Article dans une revue hal-04427527v1

Single index regression for locally stationary functional time series

Breix Michael Agua , Salim Bouzebda

AIMS Mathematics, 2024, 9 (12), pp.36202-36258. ⟨10.3934/math.20241719⟩

Article dans une revue hal-04872578v1
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Uniform in Number of Neighbor Consistency and Weak Convergence of k-Nearest Neighbor Single Index Conditional Processes and k-Nearest Neighbor Single Index Conditional U-Processes Involving Functional Mixing Data

Salim Bouzebda

Symmetry, 2024, 16 (12), pp.1576. ⟨10.3390/sym16121576⟩

Article dans une revue hal-04803856v1
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The strong consistency and asymptotic normality of the kernel estimator type in functional single index model in presence of censored data

Said Attaoui , Billal Bentata , Salim Bouzebda , Ali Laksaci

AIMS Mathematics, 2024, 9 (3), pp.7340-7371. ⟨10.3934/math.2024356⟩

Article dans une revue hal-04476426v1

Oracle inequalities and upper bounds for kernel conditional U-statistics estimators on manifolds and more general metric spaces associated with operators

Salim Bouzebda , Nourelhouda Taachouche

Stochastics: An International Journal of Probability and Stochastic Processes, 2024, pp.1-64. ⟨10.1080/17442508.2024.2391898⟩

Article dans une revue hal-04675818v1

Empirical likelihood based confidence regions for functional of copulas

Salim Bouzebda , Amor Keziou

Journal of Nonparametric Statistics, 2024, pp.1-33. ⟨10.1080/10485252.2024.2312396⟩

Article dans une revue hal-04443023v1

The local linear functional kNN estimator of the conditional expectile: uniform consistency in number of neighbors

Ibrahim Almanjahie , Salim Bouzebda , Zoulikha Kaid , Ali Laksaci Article dans une revue hal-04376523v1

Limit theorems for nonparametric conditional <i>U</i>-statistics smoothed by asymmetric kernels

Salim Bouzebda , Amel Nezzal , Issam Elhattab

AIMS Mathematics, 2024, 9 (9), pp.26195-26282. ⟨10.3934/math.20241280⟩

Article dans une revue hal-04695165v1

Limit theorems for a class of processes generalizing the U-empirical process

Salim Bouzebda , Inass Soukarieh

Stochastics: An International Journal of Probability and Stochastic Processes, In press, ⟨10.1080/17442508.2024.2320402⟩

Article dans une revue hal-04476427v1
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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 , Boubaker Mechab

Symmetry, 2023, 15 (12), pp.2108. ⟨10.3390/sym15122108⟩

Article dans une revue hal-04305371v1

On the weak convergence and the uniform-in-bandwidth consistency of the general conditional U -processes based on the copula representation: multivariate setting

Salim Bouzebda

Hacettepe Journal of Mathematics and Statistics, 2023, pp.1-46. ⟨10.15672/hujms.1134334⟩

Article dans une revue hal-04179445v1

Rates of the Strong Uniform Consistency for the Kernel-Type Regression Function Estimators with General Kernels on Manifolds

Salim Bouzebda , Nourelhouda Taachouche

Mathematical Methods of Statistics, 2023, 32 (1), pp.27-80. ⟨10.3103/S1066530723010027⟩

Article dans une revue hal-04087163v1

On Weak Convergence of the Bootstrap Copula Empirical Process with Random Resample Size

Salim Bouzebda

Stats, 2023, 6 (1), pp.365-380. ⟨10.3390/stats6010023⟩

Article dans une revue hal-04002210v1
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Non-Parametric Conditional U-Processes for Locally Stationary Functional Random Fields under Stochastic Sampling Design

Salim Bouzebda , Inass Soukarieh

Mathematics , 2023, 11 (1), pp.70. ⟨10.3390/math11010016⟩

Article dans une revue hal-03909074v1

On the strong approximation of the non-overlapping k-spacings process with application to the moment convergence rates

Sergio Alvarez-Andrade , Salim Bouzebda , Nabil Nessigha

Acta Universitatis Sapientiae Mathematica, 2023, 15 (1), ⟨10.2478/ausm-2023-0002⟩

Article dans une revue hal-04287287v1

General tests of conditional independence based on empirical processes indexed by functions

Salim Bouzebda

Japanese Journal of Statistics and Data Science , In press, ⟨10.1007/s42081-023-00193-3⟩

Article dans une revue hal-04006333v1

Asymptotic distribution of the wavelet-based estimators of multivariate regression functions under weak dependence

Soumaya Allaoui , Salim Bouzebda , Jicheng Liu

Journal of Mathematical Inequalities, 2023, 17 (2), pp.481-515. ⟨10.7153/jmi-2023-17-32⟩

Article dans une revue hal-04166841v1

Weak Convergence of the Conditional U-statistics for Locally Stationary Functional Time Series

Inass Soukarieh , Salim Bouzebda

Statistical Inference for Stochastic Processes, 2023, ⟨10.1007/s11203-023-09305-y⟩

Article dans une revue hal-04287341v1
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On the variable bandwidth kernel estimation of conditional U -statistics at optimal rates in sup-norm

Salim Bouzebda , Nourelhouda Taachouche

Physica A: Statistical Mechanics and its Applications, 2023, 625, pp.129000. ⟨10.1016/j.physa.2023.129000⟩

Article dans une revue hal-04152611v1

Asymptotic normality for the wavelet partially linear additive model components estimation

Chokri Khalid , Salim Bouzebda

Communications in Statistics - Theory and Methods, In press, ⟨10.1080/03610926.2023.2286905⟩

Article dans une revue hal-04305413v1

Asymptotic properties of conditional U -statistics using delta sequences

Salim Bouzebda , Amel Nezzal

Communications in Statistics - Theory and Methods, 2023, pp.1-56. ⟨10.1080/03610926.2023.2179887⟩

Article dans une revue hal-04013903v1

Rates of the strong uniform consistency with rates for conditional U-statistics estimators with general kernels on manifolds

Salim Bouzebda , Nourelhouda Taachouche

Mathematical Methods of Statistics, In press

Article dans une revue hal-04287293v1
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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 , Boubaker Mechab

Entropy, 2023, 25 (7), pp.1108. ⟨10.3390/e25071108⟩

Article dans une revue hal-04170382v1

Functional Uniform-in-Bandwidth Moderate Deviation Principle for the Local Empirical Processes Involving Functional Data

Noureddine Berrahou , Salim Bouzebda , Lahcen Douge

Mathematical Methods of Statistics, 2023, 33 (1), pp.26-69. ⟨10.3103/S1066530724700030⟩

Article dans une revue hal-04559748v1
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Uniform Consistency for Functional Conditional U-Statistics Using Delta-Sequences

Salim Bouzebda , Amel Nezzal , Tarek Zari

Mathematics , 2023, 11 (1), pp.161. ⟨10.3390/math11010161⟩

Article dans une revue hal-03915451v1

An identification strategy for stochastic fatigue models of welding joints from structural experiments

Han Guo , Pierre Feissel , Frédéric Druesne , Salim Bouzebda , Nikolaos Limnios et al.

Engineering Structures, 2022, 270, pp.114860. ⟨10.1016/j.engstruct.2022.114860⟩

Article dans une revue hal-04279727v1

Asymptotic normality of the k-NN single index regression estimator for functional weak dependence data*

Mustapha Mohammedi , Salim Bouzebda , Ali Laksaci , Oussama Bouanani

Communications in Statistics - Theory and Methods, 2022, pp.1-26. ⟨10.1080/03610926.2022.2150823⟩

Article dans une revue hal-03878381v1

Asymptotics for function derivatives estimators based on stationary and ergodic discrete time processes

Salim Bouzebda , Mohamed Chaouch , Sultana Didi Biha

Annals of the Institute of Statistical Mathematics, 2022, 74, pp.737-771. ⟨10.1007/s10463-021-00814-2⟩

Article dans une revue hal-03512027v1

Renewal type bootstrap for increasing degree U-process of a Markov chain

Inass Soukarieh , Salim Bouzebda

Journal of Multivariate Analysis, 2022, 195, pp.105143. ⟨10.1016/j.jmva.2022.105143⟩

Article dans une revue hal-03893266v1

Wavelet Density and Regression Estimators for Functional Stationary and Ergodic Data: Discrete Time

Sultana Didi , Ahoud Al Al Harby , Salim Bouzebda

Mathematics , 2022, 10 (19), pp.3433. ⟨10.3390/math10193433⟩

Article dans une revue hal-03783588v1

The k-nearest neighbors method in single index regression model for functional quasi-associated time series data

Salim Bouzebda , Ali Laksaci , Mustapha Mohammedi

Revista Matematica Complutense, In press, ⟨10.1007/s13163-022-00436-z⟩

Article dans une revue hal-03720312v1

The uniform CLT for the empirical estimator of countable state space semi-Markov kernels indexed by functions with applications

Salim Bouzebda , Nikolaos Limnios

Journal of Nonparametric Statistics, 2022, pp.1-31. ⟨10.1080/10485252.2022.2071889⟩

Article dans une revue hal-03663148v1

Local linear estimate of the functional expectile regression

Ouahiba Litimein , Ali Laksaci , Boubaker Mechab , Salim Bouzebda

Statistics and Probability Letters, 2022, pp.109682. ⟨10.1016/j.spl.2022.109682⟩

Article dans une revue hal-03783577v1

Asymptotic normality of the regression mode in the nonparametric random design model for censored data

Salim Bouzebda , Salah Khardani , Yousri Slaoui

Communications in Statistics - Theory and Methods, 2022, pp.1-25. ⟨10.1080/03610926.2022.2039200⟩

Article dans une revue hal-03572839v1

Nonparametric Recursive Estimation for Multivariate Derivative Functions by Stochastic Approximation Method

Salim Bouzebda , Yousri Slaoui

Sankhya A, 2022, 85 (1), pp.658-690. ⟨10.1007/s13171-021-00272-1⟩

Article dans une revue hal-04389547v1

Uniform-in-bandwidth consistency results in the partially linear additive model components estimation

Khalid Chokri , Salim Bouzebda

Communications in Statistics - Theory and Methods, 2022, pp.1-42. ⟨10.1080/03610926.2022.2153605⟩

Article dans une revue hal-03900962v1

Renewal Type Bootstrap for U-process Markov Chains

Salim Bouzebda , Inass Soukarieh

Markov Processes And Related Fields, 2022, 28 (5), pp.673-735

Article dans une revue hal-04087905v1

Nonparametric estimation of expectile regression in functional dependent data

Ibrahim Almanjahie , Salim Bouzebda , Zoulikha Kaid , Ali Laksaci

Journal of Nonparametric Statistics, 2022, pp.1-32. ⟨10.1080/10485252.2022.2027412⟩

Article dans une revue hal-03548274v1

Multivariate wavelet estimators for weakly dependent processes: strong consistency rate

Soumaya Allaoui , Salim Bouzebda , Jicheng Liu

Communications in Statistics - Theory and Methods, 2022, pp.1-34. ⟨10.1080/03610926.2022.2061715⟩

Article dans une revue hal-03644068v1

Uniform consistency and uniform in number of neighbors consistency for nonparametric regression estimates and conditional U-statistics involving functional data

Salim Bouzebda , Amel Nezzal

Japanese Journal of Statistics and Data Science , 2022, ⟨10.1007/s42081-022-00161-3⟩

Article dans une revue hal-03680674v1

General M-Estimator Processes and their m out of n Bootstrap with Functional Nuisance Parameters

Salim Bouzebda , Issam Elhattab , Anouar Abdeldjaoued Ferfache

Methodology and Computing in Applied Probability, In press, ⟨10.1007/s11009-022-09965-y⟩

Article dans une revue hal-03698865v1

Uniform in Bandwidth Consistency of Conditional U-statistics Adaptive to Intrinsic Dimension in Presence of Censored Data

Salim Bouzebda , Thouria El-Hadjali , Anouar Abdeldjaoued Ferfache

Sankhya A, In press, ⟨10.1007/s13171-022-00301-7⟩

Article dans une revue hal-03909066v1
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Nonparametric recursive method for moment generating function kernel-type estimators

Salim Bouzebda , Yousri Slaoui

Statistics and Probability Letters, 2022, 184, pp.109422. ⟨10.1016/j.spl.2022.109422⟩

Article dans une revue hal-04389629v1

Central limit theorems for functional Z -estimators with functional nuisance parameters

Salim Bouzebda , Thouria El-Hadjali , Anouar Abdeldjaoued Ferfache

Communications in Statistics - Theory and Methods, 2022, pp.1-43. ⟨10.1080/03610926.2022.2138439⟩

Article dans une revue hal-03864938v1
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Exchangeably Weighted Bootstraps of General Markov <i>U</i>-Process

Inass Soukarieh , Salim Bouzebda

Mathematics , 2022, Current Developments in Theoretical and Applied Statistics, 10 (20), pp.3745. ⟨10.3390/math10203745⟩

Article dans une revue hal-03812864v1

Asymptotic properties of semiparametric M -estimators with multiple change points

Salim Bouzebda , Anouar Abdeldjaoued Ferfache

Physica A: Statistical Mechanics and its Applications, In press, pp.128363. ⟨10.1016/j.physa.2022.128363⟩

Article dans une revue hal-03885773v1
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Wavelet Density and Regression Estimators for Continuous Time Functional Stationary and Ergodic Processes

Sultana Didi , Salim Bouzebda

Mathematics , 2022, 10 (22), pp.4356. ⟨10.3390/math10224356⟩

Article dans une revue hal-03864942v1

Some Characteristics of the Conditional Set-Indexed Empirical Process Involving Functional Ergodic Data

Salim Bouzebda , Youssouf Souddi , Fethi Madani

Bulletin of the Institute of Mathematics, Academia Sinica (New Series), 2021, 16 (4), ⟨10.21915/BIMAS.2021405⟩

Article dans une revue hal-03547802v1

Uniform almost sure convergence and asymptotic distribution of the wavelet-based estimators of partial derivatives of multivariate density function under weak dependence

Soumaya Allaoui , Salim Bouzebda , Christophe Chesneau , Jicheng Liu

Journal of Nonparametric Statistics, 2021, pp.1-27. ⟨10.1080/10485252.2021.1925668⟩

Article dans une revue hal-03225635v1

Single index regression model for functional quasi-associated times series data

Salim Bouzebda , Ali Laksaci , Mustapha Mohammedi

REVSTAT - Statistical Journal, 2021, 20 (5), ⟨10.57805/revstat.v20i5.391⟩

Article dans une revue hal-03225638v1
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Asymptotic properties of M-estimators based on estimating equations and censored data in semi-parametric models with multiple change points

Salim Bouzebda , Anouar Abdeldjaoued Ferfache

Australian Journal of Mathematical Analysis and Applications, 2021, 497 (2), pp.124883. ⟨10.1016/j.jmaa.2020.124883⟩

Article dans une revue hal-03090193v1

On the uniform-in-bandwidth consistency of the general conditional U-statistics based on the copula representation

Salim Bouzebda , Issam Elhattab , Boutheina Nemouchi

Journal of Nonparametric Statistics, 2021, pp.321-358. ⟨10.1080/10485252.2021.1937621⟩

Article dans une revue hal-03252751v1

The functional k NN estimator of the conditional expectile: Uniform consistency in number of neighbors

Salim Bouzebda , Ibrahim Almanjahie , Zouaoui Chikr Elmezouar , Ali Laksaci

Statistics & Risk Modeling with Applications in Finance and Insurance, 2021, ⟨10.1515/strm-2019-0029⟩

Article dans une revue hal-03375532v1

Uniform limit theorems for a class of conditional Z -estimators when covariates are functions

Salim Bouzebda , Mohamed Chaouch

Journal of Multivariate Analysis, 2021, pp.104872. ⟨10.1016/j.jmva.2021.104872⟩

Article dans une revue hal-03423383v1

General inference in semiparametric models through divergences and the duality technique with applications

Salim Bouzebda , Mohamed Cherfi

Theory of Stochastic Processes, 2020, 25 (41), pp.1--24

Article dans une revue hal-03090199v1

Uniform consistency and uniform in bandwidth consistency for nonparametric regression estimates and conditional U-statistics involving functional data

Salim Bouzebda , Boutheina Nemouchi

Journal of Nonparametric Statistics, 2020, 32 (2), pp.452-509. ⟨10.1080/10485252.2020.1759597⟩

Article dans une revue hal-02567038v1

Large and Moderate Deviation Principles for Recursive Kernel Estimators for Spatial Data

Salim Bouzebda , Yousri Slaoui

International Journal of Stochastic Analysis, 2020, 1 (1), ⟨10.31390/josa.1.1.07⟩

Article dans une revue hal-02524539v1

Some asymptotic properties of kernel regression estimators of the mode for stationary and ergodic continuous time processes

Salim Bouzebda , Sultana Didi

Revista Matematica Complutense, 2020, ⟨10.1007/s13163-020-00368-6⟩

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The consistency and asymptotic normality of the kernel type expectile regression estimator for functional data

Mustapha Mohammedi , Salim Bouzebda , Ali Laksaci

Journal of Multivariate Analysis, 2020, pp.104673. ⟨10.1016/j.jmva.2020.104673⟩

Article dans une revue hal-02934256v1

Uniform convergence rate of the kernel regression estimator adaptive to intrinsic dimension in presence of censored data

Salim Bouzebda , Thouria El-Hadjali

Journal of Nonparametric Statistics, 2020, pp.1-51. ⟨10.1080/10485252.2020.1834107⟩

Article dans une revue hal-02970393v1

Regression Analysis of Stochastic Fatigue Crack Growth Model in a Martingale Difference Framework

Chrysanthi Papamichail , Salim Bouzebda , Nikolaos Limnios

Journal of Statistical Theory and Practice, 2020, 14 (3), ⟨10.1007/s42519-020-00110-x⟩

Article dans une revue hal-02871869v1

Exchangeably weighted bootstraps of martingale difference arrays under the uniformly integrable entropy

Salim Bouzebda , Nikolaos Limnios

International Journal of Stochastic Analysis, 2020, 1 (3), pp.Article 6. ⟨10.31390/josa.1.3.06⟩

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Some results about kernel estimators for function derivatives based on stationary and ergodic continuous time processes with applications

Salim Bouzebda , Sultana Didi

Communications in Statistics - Theory and Methods, 2020, pp.1-48. ⟨10.1080/03610926.2020.1805466⟩

Article dans une revue hal-02918263v1

Nonparametric Recursive Method for Kernel-Type Function Estimators for Censored Data

Salim Bouzebda , Yousri Slaoui

International Journal of Stochastic Analysis, 2020, 139, pp.103-114. ⟨10.31390/josa.1.3.04⟩

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On the nonparametric estimation of the functional expectile regression

Mustapha Mohammedi , Salim Bouzebda , Ali Laksaci

Comptes Rendus. Mathématique, 2020, 358 (3), pp.267-272. ⟨10.5802/crmath.27⟩

Article dans une revue hal-02897386v1

Some Selected Topics for the Bootstrap of the Empirical and Quantile processes

Sergio Alvarez-Andrade , Salim Bouzebda

Theory of Stochastic Processes, 2019

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Estimations and Optimal Tests in Some Parametric Models

Salim Bouzebda , Lounis Tewfik

Mathématiques appliquées : déterministes et stochastiques , 2019

Article dans une revue hal-02284717v1
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Strong approximations for the general bootstrap of empirical processes with applications in selected topics of nonparametric statistics

Salim Bouzebda , Omar El-Dakkak

Annales de l'ISUP, 2019, 63 (2-3), pp.221-246

Article dans une revue hal-02919358v1

Central Limit Theorems for Conditional Empirical and Conditional U-Processes of Stationary Mixing Sequences

Salim Bouzebda , B. Nemouchi

Mathematical Methods of Statistics, 2019, 28 (3), pp.169-207. ⟨10.3103/S1066530719030013⟩

Article dans une revue hal-02300780v1
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Large and moderate deviation principles for recursive kernel estimators of a regression function for spatial data defined by stochastic approximation method

Yousri Slaoui , Salim Bouzebda

Statistics and Probability Letters, 2019, 151, pp.17-28. ⟨10.1016/j.spl.2019.03.007⟩

Article dans une revue hal-02077417v1
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Strong approximations for the $p$-fold integrated empirical process with applications to statistical tests

Sergio Alvarez-Andrade , Salim Bouzebda , Aimé Lachal

Test, 2018, 27 (4), pp.826-849. ⟨10.1007/s11749-017-0572-0⟩

Article dans une revue hal-01394849v1

Uniform in bandwidth consistency of nonparametric regression based on copula representation

Salim Bouzebda , Issam Elhattab , Cheikh Tidiane Seck

Statistics and Probability Letters, 2018, 137, pp.173 - 182. ⟨10.1016/j.spl.2018.01.021⟩

Article dans une revue hal-01764344v1

Nonparametric recursive method for kernel-type function estimators for spatial data

Salim Bouzebda , Yousri Slaoui

Statistics and Probability Letters, 2018, ⟨10.1016/j.spl.2018.03.017⟩

Article dans une revue istex hal-01764342v1

Almost sure central limit theorem for the hybrid process

Salim Bouzebda , Sergio Alvarez-Andrade

Statistics, 2018, pp.1 - 14. ⟨10.1080/02331888.2018.1425864⟩

Article dans une revue hal-01764372v1

Cramér’s type results for some bootstrapped U-statistics

Salim Bouzebda , Sergio Alvarez-Andrade

Statistical Papers, 2018, ⟨10.1007/s00362-018-0999-8⟩

Article dans une revue hal-01764426v1

The uniform CLT for empirical estimator of a general state space semi-Markov kernel indexed by functions

Salim Bouzebda , Nikolaos Limnios

Theory of Probability and Mathematical Statistics, 2017, 96, pp.15-26. ⟨10.1090/tpms/1031⟩

Article dans une revue hal-01764422v1

Kac’s representation for empirical copula process from an asymptotic viewpoint

Salim Bouzebda

Statistics and Probability Letters, 2017, 123, pp.107 - 113. ⟨10.1016/j.spl.2016.12.006⟩

Article dans une revue hal-01764343v1
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Some asymptotic results for the integrated empirical process with applications to statistical tests

Sergio Alvarez-Andrade , Salim Bouzebda , Aimé Lachal

Communications in Statistics - Theory and Methods, 2017, 46 (7), pp.3365-3392. ⟨10.1080/03610926.2015.1060346⟩

Article dans une revue hal-01157178v1

On a multidimensional general bootstrap for empirical estimator of continuous-time semi-Markov kernels with applications

Salim Bouzebda , Chrysanthi Papamichail , Nikolaos Limnios

Journal of Nonparametric Statistics, 2017, 30 (1), pp.49 - 86. ⟨10.1080/10485252.2017.1404059⟩

Article dans une revue hal-01764364v1

On the hybrids of k-spacing empirical and partial sum processes

Salim Bouzebda , Sergio Alvarez-Andrade

Revista Matematica Complutense, 2017, 30 (1), pp.185 - 216. ⟨10.1007/s13163-016-0210-5⟩

Article dans une revue hal-01764273v1

Some applications of the strong approximation of the integrated empirical copula processes

Salim Bouzebda

Mathematical Methods of Statistics, 2016, 25 (4), pp.281 - 303. ⟨10.3103/S1066530716040037⟩

Article dans une revue hal-01764265v1

Limiting law results for a class of conditional mode estimates for functional stationary ergodic data

Salim Bouzebda , M. Chaouch , N. Laïb

Mathematical Methods of Statistics, 2016, 25 (3), pp.168 - 195. ⟨10.3103/S1066530716030029⟩

Article dans une revue hal-01764271v1

Multivariate wavelet density and regression estimators for stationary and ergodic discrete time processes: Asymptotic results

Salim Bouzebda , Sultana Didi

Communications in Statistics - Theory and Methods, 2016, 46 (3), pp.1367 - 1406. ⟨10.1080/03610926.2015.1019144⟩

Article dans une revue hal-01764371v1

Some uniform consistency results in the partially linear additive model components estimation

Salim Bouzebda , Khalid Chokri , Djamal Louani

Communications in Statistics - Theory and Methods, 2016, 45 (5), pp.1278 - 1310. ⟨10.1080/03610926.2013.861491⟩

Article dans une revue hal-01764365v1

Additive regression model for stationary and ergodic continuous time processes

Salim Bouzebda , Sultana Didi

Communications in Statistics - Theory and Methods, 2016, 46 (5), pp.2454 - 2493. ⟨10.1080/03610926.2015.1048882⟩

Article dans une revue hal-01764362v1

On the local time of the weighted bootstrap and compound empirical processes

Sergio Alvarez-Andrade , Salim Bouzebda

Stochastic Analysis and Applications, 2015, 33 (4), pp.609-629. ⟨10.1080/07362994.2015.1024854⟩

Article dans une revue hal-01250155v1

Multivariate wavelet density and regression estimators for stationary and ergodic continuous time processes: Asymptotic results

Salim Bouzebda , S. Didi , L. El Hajj

Mathematical Methods of Statistics, 2015, 24 (3), pp.163 - 199. ⟨10.3103/S1066530715030011⟩

Article dans une revue hal-01764268v1

Asymptotic results for hybrids of empirical and partial sums processes

Salim Bouzebda , Sergio Alvarez-Andrade

Statistical Papers, 2014, 55 (4), pp.1121 - 1143. ⟨10.1007/s00362-013-0557-3⟩

Article dans une revue hal-01764340v1

New Kernel-type estimator of Shanonnʼs entropy

Salim Bouzebda , Issam Elhattab

Comptes Rendus. Mathématique, 2014, 352 (1), pp.75 - 80. ⟨10.1016/j.crma.2013.11.011⟩

Article dans une revue hal-01764348v1

Statistical tests in the partially linear additive regression models

Salim Bouzebda , Khalid Chokri

Statistical Methodology, 2014, 19, pp.4 - 24. ⟨10.1016/j.stamet.2014.02.001⟩

Article dans une revue istex hal-01764352v1

Asymptotic properties of pseudo maximum likelihood estimators and test in semi-parametric copula models with multiple change points

Salim Bouzebda

Mathematical Methods of Statistics, 2014, 23 (1), pp.38 - 65. ⟨10.3103/S1066530714010037⟩

Article dans une revue hal-01764259v1

New nonparametric tests for change-point detection based on the P-P and Q-Q plots processes

Sergio Alvarez-Andrade , Salim Bouzebda

Sequential Analysis, 2014, 33 (3), pp.360--399. ⟨10.1080/07474946.2014.916930⟩

Article dans une revue hal-01250225v1

Strong approximation of multidimensional ℙ-ℙ plots processes by Gaussian processes with applications to statistical tests

Salim Bouzebda , T. Zari

Mathematical Methods of Statistics, 2014, 23 (3), pp.210 - 238. ⟨10.3103/S1066530714030041⟩

Article dans une revue hal-01764258v1

General tests of independence based on empirical processes indexed by functions

Salim Bouzebda

Statistical Methodology, 2014, 21, pp.59 - 87. ⟨10.1016/j.stamet.2014.03.001⟩

Article dans une revue hal-01764345v1

Strong approximations for weighted bootstrap of empirical and quantile processes with applications

Salim Bouzebda , Sergio Alvarez-Andrade

Statistical Methodology, 2013, 11, pp.36 - 52. ⟨10.1016/j.stamet.2012.09.001⟩

Article dans une revue istex hal-01764354v1

On general bootstrap of empirical estimator of a semi-Markov kernel with applications

Salim Bouzebda , Nikolaos Limnios

Journal of Multivariate Analysis, 2013, 116, pp.52 - 62. ⟨10.1016/j.jmva.2012.11.008⟩

Article dans une revue hal-01764350v1

Asymptotic behavior of weighted multivariate Cramér-von Mises-type statistics under contiguous alternatives

Salim Bouzebda , T. Zari

Mathematical Methods of Statistics, 2013, 22 (3), pp.226 - 252. ⟨10.3103/S1066530713030046⟩

Article dans une revue hal-01764262v1

New Entropy Estimator with an Application to Test of Normality

Salim Bouzebda , Issam Elhattab , Amor Keziou , Tewfik Lounis

Communications in Statistics - Theory and Methods, 2013, 42 (12), pp.2245 - 2270. ⟨10.1080/03610926.2011.608473⟩

Article dans une revue hal-01764367v1

A semiparametric maximum likelihood ratio test for the change point in copula models

Salim Bouzebda , Amor Keziou

Statistical Methodology, 2013, 14, pp.39 - 61. ⟨10.1016/j.stamet.2013.02.003⟩

Article dans une revue istex hal-01764347v1

A Strong Invariance Theorem of the Tail Empirical Copula Processes

Salim Bouzebda , Tarek Zari

Communications in Statistics - Theory and Methods, 2013, 42 (1), pp.11 - 27. ⟨10.1080/03610926.2011.575514⟩

Article dans une revue hal-01764369v1

Exchangeably weighted bootstraps of empirical estimators of a semi-Markov kernel

Salim Bouzebda , Nikolaos Limnios

Comptes Rendus. Mathématique, 2013, 351 (13-14), pp.569 - 573. ⟨10.1016/j.crma.2013.07.013⟩

Article dans une revue hal-01764349v1

Test of symmetry based on copula function

Salim Bouzebda , Mohamed Cherfi

Journal of Statistical Planning and Inference, 2012, 142 (5), pp.1262 - 1271. ⟨10.1016/j.jspi.2011.12.009⟩

Article dans une revue istex hal-01764351v1

General Bootstrap for Dual ϕ-Divergence Estimates

Salim Bouzebda , Mohamed Cherfi

Brazilian Journal of Probability and Statistics, 2012, 2012, pp.1 - 33. ⟨10.1155/2012/834107⟩

Article dans une revue hal-01764374v1

On the strong approximation of bootstrapped empirical copula processes with applications

Salim Bouzebda

Mathematical Methods of Statistics, 2012, 21 (3), pp.153 - 188. ⟨10.3103/S1066530712030015⟩

Article dans une revue hal-01764263v1

Dual Divergence Estimators of the Tail Index

Salim Bouzebda , Mohamed Cherfi

ISRN Probability and Statistics, 2012, 2012, pp.1 - 14. ⟨10.5402/2012/746203⟩

Article dans une revue hal-01764375v1

New two-sample tests based on the integrated empirical copula processes

Salim Bouzebda , Nour-Eddin El Faouzi

Statistics, 2012, 46 (3), pp.313 - 324. ⟨10.1080/02331888.2010.512976⟩

Article dans une revue hal-01764368v1

K-sample problem using strong approximations of empirical copula processes

Salim Bouzebda , A. Keziou , T. Zari

Mathematical Methods of Statistics, 2011, 20 (1), pp.14 - 29. ⟨10.3103/S1066530711010029⟩

Article dans une revue hal-01764270v1

Some new multivariate tests of independence

Salim Bouzebda

Mathematical Methods of Statistics, 2011, 20 (3), pp.192 - 205. ⟨10.3103/S1066530711030021⟩

Article dans une revue hal-01764269v1

On the Multivariate Two-Sample Problem Using Strong Approximations of Empirical Copula Processes

Salim Bouzebda , Nour-Eddin El Faouzi , Tarek Zari

Communications in Statistics - Theory and Methods, 2011, 40 (8), pp.1490 - 1509. ⟨10.1080/03610921003615856⟩

Article dans une revue hal-01764366v1

Uniform in bandwidth consistency of the kernel-type estimator of the Shannon's entropy

Salim Bouzebda , Issam Elhattab

Comptes Rendus. Mathématique, 2010, 348 (5-6), pp.317 - 321. ⟨10.1016/j.crma.2009.12.007⟩

Article dans une revue hal-01764356v1

Motorway travel time prediction based on toll data and weather effect integration

Salim Bouzebda , N.-E.El Faouzi , Romain Billot

IET Intelligent Transport Systems, 2010, 4 (4), ⟨10.1049/iet-its.2009.0140⟩

Article dans une revue hal-01764377v1

Strong Approximation of the Smoothed Q-Q Processes

Salim Bouzebda

Far East Journal of Theoretical Statistics, 2010

Article dans une revue hal-01764379v1

A semiparametric test of independence in copula models for censored data

Salim Bouzebda , Amor Keziou

Comptes Rendus. Mathématique, 2010, 348 (7-8), pp.449 - 453. ⟨10.1016/j.crma.2010.02.013⟩

Article dans une revue hal-01764359v1
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Bootstrap de l'estimateur de Hill: théorèmes limites.

Salim Bouzebda

Annales de l'ISUP, 2010, LIV (1-2), pp.61-72

Article dans une revue hal-01764380v1

Estimation and tests of independence in copula models via divergences

Salim Bouzebda , Amor Keziou

Comptes Rendus. Mathématique, 2009, 347 (11-12), pp.667 - 672. ⟨10.1016/j.crma.2009.03.016⟩

Article dans une revue hal-01764360v1

A strong consistency of a nonparametric estimate of entropy under random censorship

Salim Bouzebda , Issam Elhattab

Comptes Rendus. Mathématique, 2009, 347 (13-14), pp.821 - 826. ⟨10.1016/j.crma.2009.04.021⟩

Article dans une revue hal-01764357v1

A test of independence in some copula models

Salim Bouzebda , A. Keziou

Mathematical Methods of Statistics, 2008, 17 (2), pp.123 - 137. ⟨10.3103/S1066530708020038⟩

Article dans une revue hal-01764252v1

Stochastic fatigue model identification for welded joints based on structural experimental data

Han Guo , Pierre Feissel , Frédéric Druesne , Salim Bouzebda , Nikolaos Limnios et al.

9th Fatigue Design, 2021, Senlis, France, France

Communication dans un congrès hal-04279918v1

An identification strategy of stochastic fatigue model of weld joints from structural experiments

Han Guo , Pierre Feissel , Frédéric Druesne , Salim Bouzebda , Nikolaos Limnios

14th World Congress on Computational Mechanics (WCCM) ECCOMAS Congress 2020, 2020, Paris, France

Communication dans un congrès hal-04279934v1
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Estimation and tests of independence in copula models via divergences

Salim Bouzebda , Amor Keziou

41èmes Journées de Statistique, SFdS, Bordeaux, 2009, Bordeaux, France, France

Communication dans un congrès inria-00386573v1
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Strong approximation of empirical copula processes by Gaussian processes

Salim Bouzebda , Tarek Zari

41èmes Journées de Statistique, SFdS, Bordeaux, 2009, Bordeaux, France, France

Communication dans un congrès inria-00386729v1

Bootstraps of Martingale‐difference Arrays Under the Uniformly Integrable Entropy

Salim Bouzebda , Nikolaos Limnios

Statistical Topics and Stochastic Models for Dependent Data with Applications, 1, Wiley, 2020, 9781786306036. ⟨10.1002/9781119779421.ch2⟩

Chapitre d'ouvrage hal-03090202v1

Reliability Calculus on Crack Propagation Problem with a Markov Renewal Process

Chrysanthi Papamichail , Salim Bouzebda , Nikolaos Limnios

Adnan Ibrahimbegovic. Computational Methods for Solids and Fluids, 41, Springer International Publishing, pp.343-378, 2016, Computational Methods in Applied Sciences, ⟨10.1007/978-3-319-27996-1_13⟩

Chapitre d'ouvrage hal-01764378v1