{"id":2163,"date":"2021-12-17T22:01:44","date_gmt":"2021-12-17T21:01:44","guid":{"rendered":"http:\/\/localhost\/lsps\/?page_id=2163"},"modified":"2025-07-01T11:19:06","modified_gmt":"2025-07-01T10:19:06","slug":"bilan-equipe-1","status":"publish","type":"page","link":"https:\/\/www.univ-sba.dz\/lsps\/bilan-equipe-1\/","title":{"rendered":"Bilan equipe 1"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"2163\" class=\"elementor elementor-2163\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-d19f18d elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"d19f18d\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-5ebb7f7\" data-id=\"5ebb7f7\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-fe1c5b8 elementor-widget elementor-widget-heading\" data-id=\"fe1c5b8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Bilan equipe 1<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2f8cd8f elementor-widget elementor-widget-text-editor\" data-id=\"2f8cd8f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Bilan de l\u2019\u00e9quipe Statistique non param\u00e9trique fonctionnelle<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-6d54654d elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6d54654d\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-3759869e\" data-id=\"3759869e\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-3390b1d elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"3390b1d\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-62f3ca7\" data-id=\"62f3ca7\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-6b63a67 elementor-widget elementor-widget-heading\" data-id=\"6b63a67\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Publications  A :<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c9dfa98 elementor-widget elementor-widget-text-editor\" data-id=\"c9dfa98\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ol><li><p><strong>Tawfik Benchikh<\/strong>, Ibrahim M Almanjahie,\u00a0<strong>Omar Fetitah, Mohammed Kadi Attouch<\/strong>, \u00a0<a href=\"https:\/\/www.degruyterbrill.com\/document\/doi\/10.1515\/dema-2025-0108\/html\" target=\"_blank\" rel=\"noopener\">Estimation for spatial semi-functional partial linear regression model with missing response at random<\/a><strong>(2025)<\/strong>, Demonstratio Mathematica,\u00a0 58 (1), pp. 1-17,\u00a0<a href=\"https:\/\/doi.org\/10.1515\/dema-2025-0108\" target=\"_blank\" rel=\"noopener\">https:\/\/doi.org\/10.1515\/dema-2025-01080<\/a><\/p><\/li><li><p><strong>Mohamed El Ouard Baouche, Tawfik Benchikh, Omar Fetitah<\/strong>, Toufik Guendouzi,\u00a0Spatial\u00a0kNN-local linear estimation for semi-functional partial linear regression\u00a0<strong>(2025)<\/strong>, Hacettepe Journal of Mathematics and Statistics, 54 (3),\u00a01164 \u2013 1186,\u00a0DOI: 10.15672\/hujms.1640600.<\/p><\/li><li><p><a href=\"https:\/\/www.tandfonline.com\/doi\/abs\/10.1080\/03610926.2025.2466734\" target=\"_blank\" rel=\"noopener\"><strong>Omar Fetitah, Ali Righi, Sidahmed Benchiha, Mohammed Kadi Attouch<\/strong>, Relative error regression function estimation using the Bernstein polynomials approach<\/a>(<strong>2025)<\/strong>, Communications in Statistics-Theory and Methods, 1-32.<\/p><\/li><li><p>\u00a0Amal Soliman Hassan, Diaa S Metwally, Hatem Elsayed Semary<strong>, Sid Ahmed Benchiha<\/strong>, Ahmed M Gemeay, Mohamed Elgarhy,\u00a0<a href=\"https:\/\/cjmss.journals.ekb.eg\/article_430416.html\" target=\"_blank\" rel=\"noopener\">Improved estimation based on ranked set sampling for the Chris-Jerry distribution with application to engineering data<\/a>,\u00a0<strong>(2025)<\/strong>, Computational Journal of Mathematical and Statistical Sciences, 4(2), 424\u2013456 DOI:10.21608\/cjmss.2025.375962.1156.<\/p><\/li><li><p><strong>Sid Ahmed Benchiha<\/strong>, Amer Ibrahim Al-Omari, Ghadah Alomani,\u00a0<a href=\"https:\/\/www.univ-sba.dz\/lsps\/publications\/Enhanced%20Estimation%20of%20the%20Unit%20Lindley%20Distribution%20Parameter%20via%20Ranked%20Set%20Sampling%20with%20Real-Data%20Application\">Enhanced Estimation of the Unit Lindley Distribution Parameter via Ranked Set Sampling with Real-Data Application<\/a><strong>(2025)<\/strong>,\u00a0<em>Mathematics<\/em>,\u00a0<em>13<\/em>(10),1645;\u00a0<a href=\"https:\/\/doi.org\/10.3390\/math13101645\" target=\"_blank\" rel=\"noopener\">https:\/\/doi.org\/10.3390\/math13101645<\/a>.<\/p><\/li><li><p>\u00a0Gagui, Abdelmalek and<strong>\u00a0Chouaf, Abdelhak<\/strong>. \u00ab\u00a0Nonparametric local linear estimation of the conditional distribution for functional and censored data\u00a0\u00bb\u00a0<em>Random Operators and Stochastic Equations<\/em>,\u00a0<strong>2025<\/strong>.\u00a0<a href=\"https:\/\/doi.org\/10.1515\/rose-2025-2014\" target=\"_blank\" rel=\"noopener\">https:\/\/doi.org\/10.1515\/rose-2025-2014.<\/a><\/p><\/li><li><strong>Nassima Kedir, Houda, Tawfik Benchikh, Amina Naceri, Omar Fetitah,\u00a0\u00a0<\/strong>Local linear-\u00a0NN smoothing for semi-functional partial linear regression,\u00a0<strong>(2024)<\/strong>, Hacettepe Journal of Mathematics and Statistics, 53 (2), 537-555.<\/li><li>Najwan Alsadat, Amal S Hassan, Mohammed Elgarhy, Vasili BV Nagarjuna, <strong style=\"font-size: 16px;\">Sid Ahmed Benchiha,<\/strong><span style=\"font-size: 16px;\">\u00a0Ahmed M Gemeay,\u00a0<\/span><a style=\"font-size: 16px; background-color: #ffffff;\" href=\"https:\/\/iopscience.iop.org\/article\/10.1088\/1402-4896\/ad77fa\/meta\" target=\"_blank\" rel=\"noopener\">A novel asymmetric extension of power XLindley distribution: properties, inference and applications to engineering data<\/a><span style=\"font-size: 16px;\">\u00a0(2024), Physica Scripta, 99 (10), 105262.\u00a0<\/span><strong style=\"font-size: 16px;\">DOI<\/strong><span style=\"font-size: 16px;\">\u00a010.1088\/1402-4896\/ad77fa.<\/span><\/li><li><p>Najwan Alsadat, Amal S. Hassan,\u00a0 Mohammed Elgarhy,\u00a0 Vasili B. V. Nagarjuna,\u00a0 <strong>Sid Ahmed Benchiha<\/strong>, Ahmed M. Gemeay. Optimal Estimation of Power Chris-Jerry Distribution Parameters Using Ranked Set Sampling Design with Application\u00a0<strong>(2024)<\/strong>,\u00a0<a href=\"https:\/\/doi.org\/10.21203\/rs.3.rs-4396576\/v1\" target=\"_blank\" rel=\"noopener\">https:\/\/doi.org\/10.21203\/rs.3.rs-4396576\/v1.<\/a><\/p><\/li><li><p>\u00a0<a href=\"https:\/\/www.researchgate.net\/scientific-contributions\/Fadila-Benaissa-2200571876?_sg%5B0%5D=P_136kkwJapNjdWhr2qqEFJGAUdSaMgTVxOQPpPv7E7Y3it2fLD3BP1kPn3Dn_1TZFukF04.xfxPnkeJ_qRDw5mRcafip4DkJ0s47EvEJm7QwxyKY_5t9jB1KH4INUeFfMfN0D5fnjCCTKqECkSbu2VQtjhH1A&amp;_sg%5B1%5D=bpd4g3iiygw1AdWus6jrPJ8g7xISmKWD8DI1U322DbvmZSSbcgNEBuYCfFbphNOjK9GkB_Q.W1qphXiCcqLySQM8xmi7_rxdH9ozuQSkaXcQEyP6xqe3LgFWghXro41h56WYaSFpKsqPGEAodeRoNDAI_Y3jEA\" target=\"_blank\" rel=\"noopener\">Fadila Benaissa<\/a>,\u00a0<a href=\"https:\/\/www.researchgate.net\/profile\/Chouaf-Abdelhak?_sg%5B0%5D=P_136kkwJapNjdWhr2qqEFJGAUdSaMgTVxOQPpPv7E7Y3it2fLD3BP1kPn3Dn_1TZFukF04.xfxPnkeJ_qRDw5mRcafip4DkJ0s47EvEJm7QwxyKY_5t9jB1KH4INUeFfMfN0D5fnjCCTKqECkSbu2VQtjhH1A&amp;_sg%5B1%5D=bpd4g3iiygw1AdWus6jrPJ8g7xISmKWD8DI1U322DbvmZSSbcgNEBuYCfFbphNOjK9GkB_Q.W1qphXiCcqLySQM8xmi7_rxdH9ozuQSkaXcQEyP6xqe3LgFWghXro41h56WYaSFpKsqPGEAodeRoNDAI_Y3jEA&amp;_tp=eyJjb250ZXh0Ijp7ImZpcnN0UGFnZSI6Il9kaXJlY3QiLCJwYWdlIjoicHVibGljYXRpb24iLCJwcmV2aW91c1BhZ2UiOiJwcm9maWxlIiwicG9zaXRpb24iOiJwYWdlSGVhZGVyIn19\" target=\"_blank\" rel=\"noopener\"><strong>Chouaf Abdelhak<\/strong><\/a>, Asymptotic properties of a nonparametric conditional distribution function estimator in the local linear estimation for functional data via a functional single-index model,\u00a0<strong>2024<\/strong>,\u00a0<a href=\"https:\/\/www.researchgate.net\/journal\/Acta-Universitatis-Sapientiae-Mathematica-2066-7752?_tp=eyJjb250ZXh0Ijp7ImZpcnN0UGFnZSI6Il9kaXJlY3QiLCJwYWdlIjoicHVibGljYXRpb24iLCJwcmV2aW91c1BhZ2UiOiJwcm9maWxlIiwicG9zaXRpb24iOiJwYWdlSGVhZGVyIn19\" target=\"_blank\" rel=\"noopener\">Acta Universitatis Sapientiae Mathematica<\/a>\u00a016(1):109\u2013135, DOI:\u00a0<a href=\"http:\/\/dx.doi.org\/10.47745\/ausm-2024-0010\" target=\"_blank\" rel=\"noopener\">47745\/ausm-2024-0010<\/a>.<\/p><\/li><li>I. Almanjahie,\u00a0<strong>O. Fetitah, M. Attouch and T. Benchikh<\/strong>. (2023). Functional nonparametric predictions in food industry using near-infrared spectroscopy measurement, Computers, Materials and Continua 74(3):6307-6319.<\/li><li>\u00a0F. Alshahrani, I.M. Almanjahie,\u00a0<strong>T. Benchikh, O. Fetitah<\/strong>\u00a0and\u00a0<strong>Mohammed Kadi Attouch<\/strong>, \u201cAsymptotic Normality of onparametric Kernel Regression Estimation for Missing at Random Functional Spatial Data\u201d, Journal of Mathematics, Volume 2023, Hindawi,\u00a0 Article ID 8874880, 20 pages,\u00a0<a href=\"https:\/\/doi.org\/10.1155\/2023\/8874880\" target=\"_blank\" rel=\"noopener\">https:\/\/doi.org\/10.1155\/2023\/8874880<\/a>.<\/li><li><strong>SA Benchiha<\/strong>, AI Al-Omari, G Alomani, (2022), Goodness-of-Fit Tests for Weighted Generalized Quasi-Lindley Distribution Using SRS and RSS with Applications to Real Data,\u00a0<strong>Axioms<\/strong>\u00a011 (10), 490.<\/li><li>AI Al-Omari,\u00a0<strong>SA Benchiha<\/strong>, IM Almanjahie, (2022), Efficient estimation of two-parameter Xgamma distribution parameters using ranked set sampling design,\u00a0<strong>Mathematics\u00a0<\/strong>10 (17), 3170.<\/li><li><strong><a href=\"https:\/\/www.researchgate.net\/profile\/Chouaf-Abdelhak?_sg%5B0%5D=WVJDvF5oN0bx-nw77A7XMghIyBXDx7gdOxEbcmT3ntMDS-7uvMWxJXa9Mn08s2Ikfs1JFXQ.5Bt2XSD5ecVGpheDqtB7mkyTQnhy2-daop6HgSIWnjdSrkLsZs1VK4Ry3j8I-_mvSUv8oPt1N2AM-tuHf_bBuA&amp;_sg%5B1%5D=68YBhfRqfbyoNoBwJe2VS4xx1pFiAkSF8bMtyvidED7ADgHGmUszRqkpcCc9AnK1WGSwE0I.lMzDQKX7OJUCVT_5yVBByYoiHCkA7NXXwncLpxtwIjU2Xn9dsfQ_fdjlXYEFD_ozTHO1VJq5RbbkPK0wgJwhgQ\" target=\"_blank\" rel=\"noopener\">Chouaf Abdelhak<\/a>,<a href=\"https:\/\/www.researchgate.net\/profile\/Abdelmalek-Gagui?_sg%5B0%5D=WVJDvF5oN0bx-nw77A7XMghIyBXDx7gdOxEbcmT3ntMDS-7uvMWxJXa9Mn08s2Ikfs1JFXQ.5Bt2XSD5ecVGpheDqtB7mkyTQnhy2-daop6HgSIWnjdSrkLsZs1VK4Ry3j8I-_mvSUv8oPt1N2AM-tuHf_bBuA&amp;_sg%5B1%5D=68YBhfRqfbyoNoBwJe2VS4xx1pFiAkSF8bMtyvidED7ADgHGmUszRqkpcCc9AnK1WGSwE0I.lMzDQKX7OJUCVT_5yVBByYoiHCkA7NXXwncLpxtwIjU2Xn9dsfQ_fdjlXYEFD_ozTHO1VJq5RbbkPK0wgJwhgQ\" target=\"_blank\" rel=\"noopener\">\u00a0Abdelmalek Gagui<\/a><\/strong> (2022). \u00a0On the nonparametric estimation of the conditional hazard estimator in a single functional index. \u00a0Statistics in Transition New Series 23(2):89\u2013105.\u00a0\u00a0\u00a0 DOI: 10.2478\/stattrans-2022-0018.<\/li><li><strong>SAADAOUI Allal,\u00a0<\/strong><a href=\"https:\/\/www.tandfonline.com\/author\/Benaissa%2C%2BFadila\" target=\"_blank\" rel=\"noopener\">Fadila Benaissa<\/a>\u00a0and<strong>\u00a0Chouaf Abdelhak<\/strong><strong>,\u00a0<\/strong>On the local linear estimation of a generalized regression function with spatial functional data<strong>.\u00a0<\/strong>COMMUNICATIONS IN\u00a0 STATISTICS-THEORY\u00a0 AND\u00a0 \u00a0\u00a0<strong>2022\u00a0<\/strong>https:\/\/www.tandfonline.com\/doi\/abs\/10.1080\/03610926.2022.2064499.<\/li><li><a href=\"https:\/\/scholar.google.fr\/citations?view_op=view_citation&amp;hl=fr&amp;user=gU4ESXYAAAAJ&amp;sortby=pubdate&amp;citation_for_view=gU4ESXYAAAAJ:J_g5lzvAfSwC\" target=\"_blank\" rel=\"noopener\">Asymptotic results of semi-functional partial linear regression estimate under functional spatial dependency<\/a>. M Benallou, <strong><u>MK Attouch<\/u>, <u>T Benchikh<\/u>,<\/strong> O Fetitah. Communications in Statistics-Theory and Methods, 1-21, (2021).<\/li><li>AI Al-Omari,\u00a0<strong>SA Benchiha<\/strong>, IM Almanjahie, (2021), Efficient Estimation of the Generalized Quasi-Lindley Distribution Parameters under Ranked Set Sampling and Applications Mathematical Problems in Engineering.<\/li><li><strong>SA Benchiha<\/strong>, AI Al-Omari, (2021), Generalized quasi Lindley distribution: theoretical properties, estimation methods and applications<strong>.\u00a0<\/strong>Electronic Journal of Applied Statistical Analysis 14 (1)<\/li><li><strong>SA Benchiha<\/strong>, AI Al-Omari, N Alotaibi, M Shrahili, (2021), Weighted generalized Quasi Lindley distribution: Different methods of estimation, applications for Covid-19 and engineering data,\u00a0<strong>AIMS Math<\/strong>\u00a06, 11850-11878<\/li><li><strong>SA Benchiha<\/strong>, AI Al-Omari, (2021), Goodness of Fit Tests for Generalized Quasi Lindley Distribution<strong>,<\/strong>\u00a0Journal of Xi\u2019an Shiyou University, Natural Science Edition, 17(12), 480-495.<\/li><li><p><a href=\"https:\/\/www.researchgate.net\/profile\/Chaima-Hebchi?_sg%5B0%5D=2fFsPpFGo8dA8u6hr2EIGUpJLn19r5qjvZYsJWEUxSohsn2KjhJZi1EUppB_pvE6CCQCYjI.a4wdTSEFoEotKcZ1G1NDlKKzdvEBL3N3F304GV_bMc6Kmp2sMPd-1M0g0Fm_FmWVfojcUZpKPp96jPbjNAKYIA&amp;_sg%5B1%5D=lzfdkTuc-Y1cfCZvKI-oLLE56LinJHHx8p2ysGGoKVj9v13vRv_ubLPGYPlcEWQWyDmKMa8.dHh6kH1va6kO8tY1i9q0TzNONMx-1nkCPk--Ti5h9dbaEm7PjHo076bFIR_-Sbq1XyjYZmP3NH_iSJI0H2FMSw\" target=\"_blank\" rel=\"noopener\"><strong>Chaima Hebchi<\/strong><\/a><strong>,\u00a0<a href=\"https:\/\/www.researchgate.net\/profile\/Chouaf-Abdelhak?_sg%5B0%5D=2fFsPpFGo8dA8u6hr2EIGUpJLn19r5qjvZYsJWEUxSohsn2KjhJZi1EUppB_pvE6CCQCYjI.a4wdTSEFoEotKcZ1G1NDlKKzdvEBL3N3F304GV_bMc6Kmp2sMPd-1M0g0Fm_FmWVfojcUZpKPp96jPbjNAKYIA&amp;_sg%5B1%5D=lzfdkTuc-Y1cfCZvKI-oLLE56LinJHHx8p2ysGGoKVj9v13vRv_ubLPGYPlcEWQWyDmKMa8.dHh6kH1va6kO8tY1i9q0TzNONMx-1nkCPk--Ti5h9dbaEm7PjHo076bFIR_-Sbq1XyjYZmP3NH_iSJI0H2FMSw\" target=\"_blank\" rel=\"noopener\">Chouaf Abdelhak<\/a>\u00a0<\/strong>(2021). Local linear estimation of conditional cumulative distribution function in the functional data: Uniform consistency with convergence rates.\u00a0<u>Kybernetika \u2013Praha.\u00a0<\/u>DOI:\u00a0<a href=\"http:\/\/dx.doi.org\/10.14736\/kyb-2021-5-0819\" target=\"_blank\" rel=\"noopener\">10.14736\/kyb-2021-5-0819<\/a>.<\/p><\/li><li>Habibech M.;\u00a0<strong>Benchikh Tawfik,<\/strong>\u00a0A comparison study between artificial neural network (ANN) and Genetic algorithms (GA) and Box-Jenkins (BJ) modeling in chaotic time series prediction. International Journal of Tomography and Simulation. Volume 32, Issue Number 4, 2019.<\/li><li>Gagui Abdelmalek,\u00a0<strong>CHOUAF Abdelhak<\/strong>, Strong uniform consistency rates of conditional hazard estimator via a functional single-index model . International Journal of Statistics and Economics; IJSE,\u00a0 2019, Volume 20, Issue Number: 4. http:\/\/www.ceser.in\/ceserp\/index.php\/bse.<\/li><li><b>T. Benchikh, K. Mankour<\/b>, Canonical development of second order Banach-valued random element, International Journal of Statistics and Economics, Volume 9, issue 1, 2018.<\/li><li><p><span style=\"font-size: 16px;\">M. Attouch, A. Laksaci and\u00a0 N. Messabihi\u00a0\u00a0\u00a0<\/span><a style=\"font-size: 16px; background-color: #ffffff;\" href=\"http:\/\/link.springer.com\/article\/10.1007\/s00362-015-0735-6\" target=\"_blank\" rel=\"noopener\">Nonparametric relative error regression for spatial random variables<\/a><span style=\"font-size: 16px;\">.\u00a0 Statistical Papers, Volume:\u00a0<\/span><strong style=\"font-size: 16px;\">58<\/strong><span style=\"font-size: 16px;\">\u00a0Issue: 4 Pages: 987-1008, (2017).<\/span><\/p><\/li><li>M. Attouch, A. Laksaci and\u00a0 F, Rafaa\u00a0Local linear estimate of the regression operator by the kNN method.\u00a0COMPTES RENDUS MATHEMATIQUE,\u00a0<strong>355<\/strong>\u00a0Issue 7;\u00a0 824-829, (2017).<\/li><li>L. Z. Kara , A. Laksaci, M. Rachdi and Ph. Vieu,\u00a0<a href=\"http:\/\/www.sciencedirect.com\/science\/article\/pii\/S0047259X16301105\" target=\"_blank\" rel=\"noopener\">Data-driven NN estimation in nonparametric functional data analysis<\/a>\u00a0<em>J. Multivariate Anal.<\/em>\u00a0<em><strong>153<\/strong>,\u00a0 176-188, (2017)<\/em><\/li><li>J. Demongeot,\u00a0A. Laksaci, A. Naceri\u00a0 and M. Rachdi\u00a0\u00a0\u00a0\u00a0<a href=\"http:\/\/www.sciencedirect.com\/science\/article\/pii\/S0167715216301845\" target=\"_blank\" rel=\"noopener\">Local linear regression modelization when all variables are curves<\/a>\u00a0<em>Statistics &amp; Probability Letters,\u00a0<\/em><strong>121<\/strong>, 37-44, (2017).<\/li><li>L. Z. Kara , A. Laksaci, M. Rachdi and Ph.\u00a0Vieu Uniform in bandwidth consistency results for various kernel estimators involving functional data,\u00a0<em>J<\/em>\u00a0<em>. Nonparametr. Stat.<\/em>\u00a0<strong>29<\/strong>, Issue: 1,\u00a0 85-107, (2017).<\/li><li>F.\u00a0Benziadi A. Laksaci, and F. Tebboune\u00a0\u00a0<a href=\"http:\/\/www.tandfonline.com\/doi\/full\/10.1080\/03610926.2014.901364\" target=\"_blank\" rel=\"noopener\">Recursive kernel estimate of the conditional quantile for functional ergodic data<\/a>, Comm.\u00a0 Statist. Theory and Methods,\u00a0<strong>45<\/strong>, 3097&#8211;3113,(2016).<\/li><li>F<em>.<\/em>Benziadi,\u00a0 A. Laksaci and F. Tebboune<strong>,<\/strong>\u00a0<a href=\"http:\/\/www.sciencedirect.com\/science\/article\/pii\/S1631073X16300218\" target=\"_blank\" rel=\"noopener\">Note on conditional quantiles for functional ergodic data<\/a>\u00a0.\u00a0<em>C. R. Math. Acad. Sci. Paris<\/em>\u00a0<strong>354<\/strong>, 628&#8211;633, (2016).<\/li><li>J. Demongeot,\u00a0 A. Hamie, A. Laksaci, M. Rachdi.\u00a0<a href=\"http:\/\/www.sciencedirect.com\/science\/article\/pii\/S0047259X1500233X\" target=\"_blank\" rel=\"noopener\">Relative-error prediction in nonparametric functional statistics: Theory and practice<\/a>\u00a0.<em>J. Multivariate Anal.<\/em>\u00a0<strong>146,\u00a0<\/strong>261&#8211;268, (2016).<\/li><li>J. Demongeot,\u00a0A. Laksaci, A. Naceri\u00a0 and M. Rachdi\u00a0\u00a0\u00a0\u00a0<a href=\"http:\/\/www.sciencedirect.com\/science\/article\/pii\/S1631073X16301078\" target=\"_blank\" rel=\"noopener\">Estimation locale lin\u00e9aire de la fonction de r\u00e9gression pour des variables hilbertiennes<\/a>\u00a0<em>C. R. Math. Acad. Sci. Paris\u00a0<\/em><em><strong>354<\/strong>,\u00a0 847-850, (2016)<br \/><\/em><\/li><li>S. Dabo-Niang, Z. Kaid\u00a0 and A. Laksaci\u00a0<a href=\"http:\/\/link.springer.com\/article\/10.1007\/s10182-014-0233-5\" target=\"_blank\" rel=\"noopener\">Asymptotic properties of the kernel estimate of spatial conditional mode when the regressor is functional<\/a>,\u00a0<a href=\"http:\/\/link.springer.com\/journal\/10182\" target=\"_blank\" rel=\"noopener\">AStA Advances in Statistical Analysis<\/a>,\u00a0<strong>99,<\/strong>\u00a0131&#8211;160, (2015).<\/li><li>Rachdi, M., Laksaci, A., Demongeot, J., Abdali, A. and Madani,\u00a0<a href=\"http:\/\/www.sciencedirect.com\/science\/article\/pii\/S0167947313004490\" target=\"_blank\" rel=\"noopener\">Theoretical and practical aspects of the quadratic error in the local linear estimation of the conditional density for functional data<\/a>\u00a0Computational Statistics and Data Analysis,\u00a073, 53-68, (2014)<\/li><li>S. Semmar, S.Khardani\u00a0Nonparametric conditional density estimation for censored data based on a recursive kernel\u00a0Electronic Journal of Statistics,\u00a08, 2541-2556. (2014).<\/li><li>Benchikh Tawfik.\u00a0Spectral representation of a Banach-valued stationary random function on a locally compact abelian group.\u00a0 Georgian Mathematical Journal.\u00a0<strong>21<\/strong>, Issue 2, 139\u2013145,\u00a0 (2014).<\/li><li>Demongeot, J., \u00a0\u00a0Laksaci, A., \u00a0\u00a0\u00a0Madani, F. \u00a0Rachdi, M research article\u00a0<a href=\"http:\/\/www.tandfonline.com\/doi\/full\/10.1080\/02331888.2011.568117\" target=\"_blank\" rel=\"noopener\">Functional data: local linear estimation of the conditional density and its application<\/a>\u00a0Statistics, 47, pp. 26-44 (2013).<\/li><li>Gheriballah, A. Laksaci and S. Sekkal \u00a0<a href=\"http:\/\/www.sciencedirect.com\/science\/article\/pii\/S0167715212004531\" target=\"_blank\" rel=\"noopener\">Nonparametric -regression for functional ergodic data<\/a>\u00a0Stat. Probab . Lett 83, 902-908, (2013).<\/li><li>Laksaci, S. Rahmaani and Rachdi\u00a0<a href=\"http:\/\/www.sciencedirect.com\/science\/article\/pii\/S2211675313000201\" target=\"_blank\" rel=\"noopener\">Spatial modelization: Local linear estimation of the conditional distribution for functional data<\/a>.Spatial Statistics,\u00a06,\u00a01-23, (2013)<\/li><li>Laksaci, F. Madani and\u00a0M.\u00a0Rachdi.\u00a0<a href=\"http:\/\/www.tandfonline.com\/doi\/full\/10.1080\/03610926.2011.633733\" target=\"_blank\" rel=\"noopener\">Kernel Conditional Density Estimation When the Regressor is Valued in a Semi-Metric Space<\/a>e ,Comm.\u00a0Statist. Theory and Methods,\u00a042,3544-3570, \u00a0(2013).<\/li><li>S. Dabo-Niang, Z. Kaid and A. Laksaci,\u00a0<a href=\"http:\/\/www.sciencedirect.com\/science\/article\/pii\/S1631073X11003086\" target=\"_blank\" rel=\"noopener\">Sur la r\u00e9gression quantile pour variable explicative fonctionnelle : Cas des donn\u00e9es spatiales<\/a>\u00a0C. R. Math. Acad. Sci. Paris 349, \u00a01287-1291, (2012).<\/li><li>S. Dabo-Niang \u00a0and A. Laksaci \u00a0<a href=\"http:\/\/www.tandfonline.com\/doi\/full\/10.1080\/03610926.2010.542850\" target=\"_blank\" rel=\"noopener\">Nonparametric Quantile Regression Estimation for Functional Dependent Data<\/a>, \u00a0Comm.\u00a0Statist. Theory and Methods, \u00a041 1254-1268, (2012).<\/li><li>S. Dabo-Niang, Z. Kaid and A. Laksaci,\u00a0<a href=\"http:\/\/www.sciencedirect.com\/science\/article\/pii\/S0167715212001228\" target=\"_blank\" rel=\"noopener\">On spatial conditional mode estimation for a functional regressor<\/a>\u00a0Stat. Probab . Lett. \u00a0\u00a0\u00a082 \u00a0,1413-1421, (2012).<\/li><li>F. Ferraty, A. Laksaci, A. Tadj, P. Vieu.\u00a0<a href=\"http:\/\/www.sciencedirect.com\/science\/article\/pii\/S1631073X12002208\" target=\"_blank\" rel=\"noopener\">Estimation de la fonction de r\u00e9gression pour variable explicative et r\u00e9ponse fonctionnelles d\u00e9pendantes<\/a>\u00a0C. R. Math.\u00a0Acad. Sci. Paris 350 no. 13-1430, (2012).<\/li><li>T. Benchikh, M. Attouch.\u00a0<em>Asymptotic distribution of robust k-nearest neighbour estimator for functional nonparametric\u00a0 models<\/em>.\u00a0MATEMATIQKI VESNIK, Vol. 64, No. 4, 275\u2013285 (2012).<\/li><li>M. Attaoui, \u00a0S. \u00a0\u00a0\u00a0A. Laksaci and E. Ould-Said \u00a0<a href=\"http:\/\/www.sciencedirect.com\/science\/article\/pii\/S0167715210002671\" target=\"_blank\" rel=\"noopener\">A note on the conditional density estimate in the single functional index model<\/a>\u00a0Stat. Probab . Lett. \u00a081 45-53, (2011).<\/li><li>Ferraty, F., \u00a0Laksaci, A., Tadj, A., Vieu. P.,\u00a0<a href=\"https:\/\/www.projecteuclid.org\/euclid.ejs\/1301318250\" target=\"_blank\" rel=\"noopener\">Kernel regression with functional response<\/a>, Electronic Journal of Statistics, \u00a05, 159-171, (2011).<\/li><\/ol>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-30c77a6 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"30c77a6\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-fae158b\" data-id=\"fae158b\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-5c8e652 elementor-widget elementor-widget-heading\" data-id=\"5c8e652\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Publications B :<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1d7dcd7 elementor-widget elementor-widget-text-editor\" data-id=\"1d7dcd7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ol><li><strong>T. Benchikh, K. Mankour<\/strong>,\u00a0Canonical development\u00a0 of second order Banach-valued random element, International Journal of Statistics and Economics,\u00a0 Volume 9, issue 1, 2018.<\/li><li><strong>W.Mechab and A.<\/strong>\u00a0<strong>Laksaci,<\/strong>\u00a0<a href=\"http:\/\/link.springer.com\/article\/10.1007\/s40300-016-0084-9\" target=\"_blank\" rel=\"noopener\">Nonparametric relative regression for associated random variables<\/a>\u00a0.<em>Metron<\/em>\u00a0<strong>74,<\/strong>\u00a075&#8211;97 (2016).<\/li><li><strong>F. Ardjoun,<\/strong>\u00a0A.\u00a0<strong>Hennani\u00a0 and A\u00a0.<\/strong>\u00a0<strong>Laksaci,\u00a0<\/strong><a href=\"http:\/\/www.tandfonline.com\/doi\/full\/10.1080\/15598608.2016.1183245\" target=\"_blank\" rel=\"noopener\">A recursive kernel estimate of the functional modal regression under ergodic dependence condition<\/a>\u00a0.\u00a0<em>J. Stat. Theory Pract.<\/em>\u00a0<strong>10<\/strong>\u00a0(2016), no. 3, 475\u2014496<\/li><li>F. Benziadi, A. Gheriballah and A. Laksaci,\u00a0<a href=\"http:\/\/www.ntmsci.com\/AjaxTool\/GetArticleByPublishedArticleId?PublishedArticleId=7123\" target=\"_blank\" rel=\"noopener\">Asymptotic normality of kernel estimator of $\\psi$-regression function for functional ergodic data\u00a0<\/a>,\u00a0<em>New Trends in Mathematical Sciences<\/em> Volume: 4,\u00a0 268-282, (2016). 633, (2016).<\/li><li>S. Derrar, A.\u00a0Laksaci and\u00a0 E.\u00a0Ould Sa\u00efd<strong>,<\/strong>\u00a0<a href=\"http:\/\/www.tandfonline.com\/doi\/full\/10.1080\/15598608.2015.1032455\" target=\"_blank\" rel=\"noopener\">On the Nonparametric Estimation of the Functional \u03c8-Regression for a Random Left-Truncation Model<\/a>.\u00a0<em>J. Stat. Theory Pract.<\/em>\u00a0<strong>9,<\/strong>\u00a0823&#8211;849. (2015).<\/li><li>Laksaci and B. Mechab\u00a0<a href=\"http:\/\/www.tandfonline.com\/doi\/full\/10.1080\/15598608.2014.847766\" target=\"_blank\" rel=\"noopener\">Conditional Hazard Estimate for Functional Random Fields<\/a>. Theory Pract, 8,192\u2014220, (2014).<\/li><li>J. Demongeot,\u00a0A. Laksaci, M. Rachdi and S. Rahmani\u00a0<a href=\"http:\/\/link.springer.com\/article\/10.1007\/s13171-013-0050-z\" target=\"_blank\" rel=\"noopener\">On the Local Linear Modelization of the Conditional Distribution for Functional Data<\/a>, Sankhya A 76 328\u2014355, (2014).<\/li><li>Bouadjemi\u00a0Asymptotic\u00a0normality of the recursive kernel estimate of conditional cumulative distribution function,\u00a0Journal of Probability\u00a0and Statistical Science,\u00a012,\u00a0117-126, (2014) ,\u00a0<a href=\"http:\/\/www.i-tel.com.tw\/jpss\/\" target=\"_blank\" rel=\"noopener\">http:\/\/www.i-tel.com.tw\/jpss\/<\/a><\/li><li>S. Dabo-Niang, Z. Kaid and A. Laksaci \u00a0Spatial conditional quantile regression: Weak consistency of a kernel estimate \u00a0Revue Roumaine \u00a0de Math\u00e9matique Pures et Appliqu\u00e9es, Vol, 57,\u00a0 311-339,\u00a0\u00a0<a href=\"http:\/\/www.csm.ro\/reviste\/Revue_Mathematique\/pdfs\/2012\/4\/1_Dabo-Niang.pdf\" target=\"_blank\" rel=\"noopener\">http:\/\/www.csm.ro\/reviste\/Revue_Mathematique\/pdfs\/2012\/4\/1_Dabo-Niang.pdf<\/a><\/li><li>Attouch M., \u00a0Chouaf, \u00a0B.\u00a0\u00a0and Laksaci \u00a0A. \u00a0\u00a0Nonparametric M-estimation for functional spatial data, communication of the Korean Statistical society, 19, \u00a0193-211, (2012).\u00a0<a href=\"http:\/\/www.koreascience.or.kr\/article\/ArticleFullRecord.jsp?cn=GCGHC8_2012_v19n1_193\" target=\"_blank\" rel=\"noopener\">http:\/\/www.koreascience.or.kr\/article\/ArticleFullRecord.jsp?cn=GCGHC8_2012_v19n1_193<\/a><\/li><li>M. Attouch, A. Gheriballah and A. Laksaci Convergence Presque compl\u00e8te d\u00b4un estimateur robuste \u00a0de la r\u00e9gression non param\u00e9trique fonctionnelle: Cas spatial, \u00a0Pub. \u00a0Inst. Stat. Univ. Paris LI, \u00a0Ann. I.S.U.P. \u00a056 3-16, (2012).\u00a0<a href=\"http:\/\/cat.inist.fr\/?aModele=afficheN&amp;cpsidt=26017972\" target=\"_blank\" rel=\"noopener\">http:\/\/cat.inist.fr\/?aModele=afficheN&amp;cpsidt=26017972<\/a>N. Hachemi and A. Laksaci, Estimation de la r\u00e9gression pour variable explicative et r\u00e9ponse fonctionnelles d\u00e9pendantes, \u00a0J. Probab. and Stat . Sci. 10, 153-160, (2012),\u00a0<a href=\"http:\/\/www.i-tel.com.tw\/jpss\/\" target=\"_blank\" rel=\"noopener\">http:\/\/www.i-tel.com.tw\/jpss\/<\/a><\/li><li>Chouaf \u00a0and Laksaci A. \u00a0On the functional local linear estimate for spatial regression.\u00a0Stat. Risk Model. 29 no. 3, 189&#8211;214 31, (2012). \u00a0<a href=\"https:\/\/www.degruyter.com\/view\/j\/strm.2012.29.issue-3\/strm.2012.1114\/strm.2012.1114.xml\" target=\"_blank\" rel=\"noopener\">https:\/\/www.degruyter.com\/view\/j\/strm.2012.29.issue-3\/strm.2012.1114\/strm.2012.1114.xml<\/a><\/li><li>M. Attouch, A. Laksaci and E. Ould-Said\u00a0Robust regression for functional time series data.\u00a0<em>J. Japan Statist. Soc.<\/em>\u00a0<strong>42\u00a0<\/strong>(2012), no. 2, 125\u2014143\u00a0\u00a0<a href=\"https:\/\/www.jstage.jst.go.jp\/article\/jjss\/42\/2\/42_125\/_article\" target=\"_blank\" rel=\"noopener\">https:\/\/www.jstage.jst.go.jp\/article\/jjss\/42\/2\/42_125\/_article<\/a><\/li><li>A. Laksaci, M. Lemdani \u00a0and \u00a0\u00a0\u00a0E. Ould-Said \u00a0<a href=\"http:\/\/link.springer.com\/article\/10.1007\/s13171-011-0002-4\" target=\"_blank\" rel=\"noopener\">Asymptotic results for an\u00a0<em>L<\/em>\u00a0<sup>1<\/sup>-norm kernel estimator of the conditional quantile for functional dependent data with application to climatology<\/a>, Sunkhya \u00a037-A, \u00a0124-141, (2011).<\/li><\/ol>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-83fffad elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"83fffad\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-72c2300\" data-id=\"72c2300\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-6fa1513 elementor-widget elementor-widget-heading\" data-id=\"6fa1513\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Chapitres  d\u2019 ouvrage  de recherche :<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e65da9f elementor-widget elementor-widget-text-editor\" data-id=\"e65da9f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ol><li><strong>J. Demongeot, A.<\/strong>\u00a0<strong>Laksaci,\u00a0<\/strong>F.\u00a0<strong>Madani, and M.<\/strong>\u00a0<strong>Rachdi, Mustapha<\/strong>.\u00a0<a href=\"http:\/\/link.springer.com\/chapter\/10.1007\/978-3-7908-2736-1_13\" target=\"_blank\" rel=\"noopener\">A Fast Functional Locally Modeled Conditional Density and Mode for Functional Time-Series<\/a>.\u00a0<em>Recent advances in functional data analysis and related topics,<\/em>\u00a085&#8211;90, Contrib. Statist.,\u00a0<em>Physica-Verlag\/Springer, Heidelberg,<\/em>\u00a02011<\/li><li><strong>M.Attouch, A.<\/strong>\u00a0<strong>Gheriballah,\u00a0 and\u00a0\u00a0 A.<\/strong>\u00a0<strong>Laksaci,\u00a0<\/strong><a href=\"http:\/\/link.springer.com\/chapter\/10.1007\/978-3-7908-2736-1_5\" target=\"_blank\" rel=\"noopener\">Robust Nonparametric Estimation for Functional Spatial Regression<\/a>.\u00a0<em>Recent advances in functional data analysis and related topics,<\/em>\u00a027&#8211;31, Contrib. Statist.,\u00a0<em>Physica-Verlag\/Springer, Heidelberg,<\/em>\u00a02011.<\/li><li>Naceri, A. Laksaci\u00a0 and M.\u00a0 Rachdi <a href=\"http:\/\/link.springer.com\/chapter\/10.1007\/978-3-319-22476-3_5\" target=\"_blank\" rel=\"noopener\">Exact Quadratic Error of the Local Linear Regression Operator Estimator for Functional Covariates<\/a>,\u00a0<a href=\"http:\/\/link.springer.com\/book\/10.1007\/978-3-319-22476-3\" target=\"_blank\" rel=\"noopener\">Functional Statistics and Applications<\/a>, Selected Papers from MICPS-2013,\u00a0 79-90, Springer , 2015.<\/li><li>T. Benchikh, Approximation of Strictly Stationary Banach-Valued Random Sequence by Fourier Integral, <a href=\"http:\/\/link.springer.com\/book\/10.1007\/978-3-319-22476-3\" target=\"_blank\" rel=\"noopener\">Functional Statistics and Applications;\u00a0Selected Papers from MICPS-2013,\u00a0 79-90, Springer , 2015.<\/a><\/li><li>S. Attaoui, A. Laksaci\u00a0 and\u00a0 E. Ould-Said\u00a0 Elias <a href=\"http:\/\/link.springer.com\/chapter\/10.1007\/978-3-319-22476-3_1\" target=\"_blank\" rel=\"noopener\">Asymptotic Results for an\u00a0<em>M<\/em>-Estimator of the Regression Function for Quasi-Associated Processes<\/a>,\u00a0<a href=\"http:\/\/link.springer.com\/book\/10.1007\/978-3-319-22476-3\" target=\"_blank\" rel=\"noopener\">Functional Statistics and Applications<\/a>, Selected Papers from MICPS-2013, 3-28, Springer, 2015.<\/li><\/ol>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-7b28b92 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"7b28b92\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-55b3498\" data-id=\"55b3498\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-f80e21a elementor-widget elementor-widget-heading\" data-id=\"f80e21a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Conf\u00e9rences   internationales :<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-44125bd elementor-widget elementor-widget-text-editor\" data-id=\"44125bd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><b>Conf\u00e9rences Pl\u00e9ni\u00e8res<\/b><\/p><ul><li>Statistique non param\u00e9trique\u00a0 fonctionnelle\u00a0 Th\u00e9orie et Application, Journ\u00e9es de Probabilit\u00e9s et Statistique de Marrakech (jpsm2011) \u00a0D\u00e9cembre 15-17, 2011. \u00a0<a href=\"http:\/\/micps2016.uca.ma\/\" target=\"_blank\" rel=\"noopener\">http:\/\/micps2016.uca.ma\/<\/a><\/li><\/ul><p><b>Communications Internationales<\/b><\/p><ul><li>On the nonparametric estimation of the functional \u03c8-regression under random left-truncation model, Marrakech International Conference on Probability and Statistics, 25-2_ Avril, 2016 Marrakech, \u00a0<a href=\"http:\/\/micps2016.uca.ma\/\" target=\"_blank\" rel=\"noopener\">http:\/\/micps2016.uca.ma\/<br \/><\/a><\/li><li>Functional spatial data:\u00a0\u00a0 The\u00a0 local lineair\u00a0 estimate\u00a0 for spatial regression, Colloque International\u00a0 sur la statistique\u00a0 et ses application, 06-07- Mai 2015, Saida, <a href=\"http:\/\/www.univ-saida.dz\/icsa2015\/\" target=\"_blank\" rel=\"noopener\">http:\/\/www.univ-saida.dz\/icsa2015\/<\/a><\/li><\/ul><p><b>Projets de Recherche<\/b><\/p><p>Projets Internationaux<\/p><ul><li>Syst\u00e8mes Complexes et Ing\u00e9nierie M\u00e9dicale<strong>,<\/strong>\u00a0Projet\u00a0MAGHREB\u00a0MAG\/14\/11 &#8211; CAMPUS N\u00b0 32591SG<\/li><\/ul><p>Projets Sectoriel<\/p><ul><li>Mod\u00e8les local lin\u00e9aire fonctionnels et ses applications en pr\u00e9vision<\/li><\/ul><p>Projets de recherche appliqu\u00e9e<\/p><ul><li>Mod\u00e8les statistique pour l&rsquo;ing\u00e9nierie du trafic routier : Gestion et pr\u00e9vision en temps r\u00e9el. Projet th\u00e9matique avec l&rsquo;agence Th\u00e9matique de Recherche en Sciences et Technologie<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-3f2021f elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"3f2021f\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-ea37478\" data-id=\"ea37478\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-bc71f97 elementor-widget elementor-widget-heading\" data-id=\"bc71f97\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Encadrement  Doctorat (2011-2019) :<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-49562fd elementor-widget elementor-widget-text-editor\" data-id=\"49562fd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ol><li>Contribution \u00e0 l\u2019analyse\u00a0 non param\u00e9trique\u00a0 fonctionnelle, Th\u00e8se de Doctorat de\u00a0\u00a0\u00a0 Tadj\u00a0 Amel; Directeur de th\u00e8se Laksaci Ali.\u00a0 en cotutelle\u00a0 avec\u00a0 F.Ferraty\u00a0 et Ph. Vieu\u00a0 de l\u2019Universit\u00e9 Paul Sabatier, Toulouse, France\u00a0 (Soutenu en Avril 2011).<\/li><li>Aspects th\u00e9oriques et pratiques dans l&rsquo;estimation non param\u00e9trique de la densit\u00e9 conditionnelle pour des donn\u00e9es fonctionnelles, Th\u00e8se de Doctorat de\u00a0 Fethi Madani; Directeur de th\u00e8se Laksaci Ali.\u00a0 en cotutelle\u00a0 avec Mustapha Rachedi\u00a0 de l\u2019universit\u00e9 de Grenoble,\u00a0\u00a0 France,\u00a0 (Soutenu en juin\u00a0 2012).<\/li><li>Analyse semi-parametrique robuste pour des covariables fonctionnelles\u00a0 Th\u00e8se de Doctorat de\u00a0 Attaoui Saiid;Directeur de th\u00e8se Laksaci Ali. \u00a0\u00a0 en cotutelle\u00a0 avec Elias Ouled-Said de l\u2019universit\u00e9 de Littoral C\u00f4te d&rsquo;Opale, Lille, France, (Soutenu en D\u00e9cembre 2012).<\/li><li>Sur l\u2019estimation de la fonction de\u00a0 risque et ses application\u00a0 en statistique\u00a0 fonctionnelle\u00a0 Th\u00e8se de Doctorat de\u00a0\u00a0 Mechab Boubake; Directeur de th\u00e8se Laksaci Ali.r (Soutenu en\u00a0 juin\u00a0 2012).<\/li><li>Sur l&rsquo;estimation non param\u00e9trique des mod\u00e8les conditionnels pour variables fonctionnelles spatialement d\u00e9pendantes, Th\u00e8se de Doctorat de\u00a0\u00a0\u00a0 Kaid Zoulikha, Directeur de th\u00e8se Laksaci Ali. \u00a0 en cotutelle\u00a0 avec S. Niang\u00a0 de Universit\u00e9 Lille3, France\u00a0\u00a0 (Soutenu en D\u00e9cembre 2012).<\/li><li>Sur l\u2019estimation\u00a0 semi-param\u00e9trique de la fonction de r\u00e9gression : Cas des donn\u00e9es fonctionnelles spatialement d\u00e9pendantes, Th\u00e8se de Doctorat de\u00a0 Chouaf Abdelhak ,\u00a0 Directeur de th\u00e8se Laksaci Ali.(Soutenu en F\u00e9vrier\u00a0 2013).<\/li><li>Sur l\u2019estimation\u00a0\u00a0 semi-param\u00e9trique\u00a0 de la fonction de r\u00e9partition conditionnelle \u00e0 variable explicative\u00a0 fonctionnelle Th\u00e8se de Doctorat de\u00a0\u00a0 Rahmani Sadia, Directeur de th\u00e8se Laksaci Ali. (Soutenu en F\u00e9vrier\u00a0 2014)<\/li><li>Sur les quantiles conditionnelles dans les mod\u00e8les d\u2019indice simple de nature fonctionnelle,\u00a0 Th\u00e8se de Doctorat de\u00a0\u00a0\u00a0 Hachemi Nawel, Directeur de th\u00e8se Laksaci Ali.\u00a0 (Soutenu en Avril\u00a0\u00a0 2015).<\/li><li>L\u2019estimations r\u00e9cursive\u00a0 de la fonction de r\u00e9partition\u00a0 conditionnelle pour variable explicative fonctionnelle. Th\u00e8se de Doctorat\u00a0 3<sup>ieme\u00a0<\/sup>cycle de Bouadjemi Abdelkader; Directeur de th\u00e8se Laksaci Ali. (Soutenu en Avril\u00a0\u00a0 2014).<\/li><li>L\u2019estimation non param\u00e9trique r\u00e9cursive de la densit\u00e9\u00a0 conditionnelle\u00a0 pour des donn\u00e9es censur\u00e9es . Th\u00e8se de Doctorat\u00a0 3<sup>ieme\u00a0<\/sup>cycle de Semmar\u00a0 Sihem, Directeur de th\u00e8se Laksaci Ali. (Souenu 2016).<\/li><li>Sur le mod\u00e8lisation\u00a0 local lin\u00e9aire en statistique\u00a0 fonctionnelle. Th\u00e8se de Doctorat\u00a0 3<sup>ieme\u00a0<\/sup>cycle de\u00a0 Nacri Amina; Directeur de th\u00e8se Laksaci Ali. Codirig\u00e9 avec M. Rachdi\u00a0 (Soutenu en Avril\u00a0\u00a0 2016) .<\/li><li>Sur la\u00a0 r\u00e9gression\u00a0 relative et ses applications . Th\u00e8se de Doctorat\u00a0 3<sup>ieme\u00a0<\/sup>cycle de Messabih Nafiss, Directeur de th\u00e8se Laksaci Ali\u00a0 Codirig\u00e9 avec M. Attouch\u00a0 ) (Soutenu en Juillet\u00a0 2017).<\/li><li>Sur la convergence uniforme\u00a0 en statistique non param\u00e9trique fonctionnelle. Th\u00e8se de Doctorat\u00a0 de\u00a0 Karra lydia Zaitri, Directeur de th\u00e8se Laksaci Ali Codirig\u00e9 avec Ph. Vieu ) (Soutenu en 2017).<\/li><li>Analyse\u00a0 non param\u00e9trique par\u00a0 regression relative\u00a0\u00a0 Th\u00e8se de Doctorat Mechab Wardia, Directeur de th\u00e8se Laksaci Ali\u00a0 (Soutenu en 2017).<\/li><li>Sur\u00a0 la d\u00e9composition spectrale d\u2019un \u00e9l\u00e9ment al\u00e9atoire banachique : cas s\u00e9ries p\u00e9riodiquement corr\u00e9l\u00e9es; Th\u00e8se de Doctorat Mankour Khadidja; Directeur de th\u00e8se Benchikh Tawfik (Souenu Juillet 2018)<\/li><li>Test d&rsquo;h\u00e9t\u00e9rosc\u00e9dasticit\u00e9\u00a0 en statistique non param\u00e9trique fonctionnelle Th\u00e8se\u00a0 de doctorat\u00a0 de\u00a0 Henien Djloul Saiah Aicha, Directeur de th\u00e8se Laksaci Ali Codirig\u00e9 avec M. Rachdi ( Soutenu en 1019)<\/li><li>Contribution\u00a0\u00a0\u00a0 \u00e0\u00a0 la statistique\u00a0 non param\u00e9trique\u00a0 spatiale\u00a0 pour\u00a0 des donn\u00e9es censur\u00e9es Th\u00e8se de Doctorat\u00a0 3<sup>ieme\u00a0<\/sup>cycle de Altandji Belkis, Directeur de th\u00e8se Laksaci Ali Codirig\u00e9 avec M. Rachdi ( Soutenu 2019)<\/li><li>Estimation local lin\u00e9aire\u00a0 et r\u00e9gression relative\u00a0 en statistique fonctionnelle\u00a0 Th\u00e8se\u00a0 de doctorat\u00a0 de\u00a0 Chahad abdelkader ( en cours de r\u00e9alisation)<\/li><\/ol>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-9c093dd elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"9c093dd\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-2678a96\" data-id=\"2678a96\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-b04f761 elementor-widget elementor-widget-heading\" data-id=\"b04f761\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Conf\u00e9rence international avec acte :<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f063c0c elementor-widget elementor-widget-text-editor\" data-id=\"f063c0c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Journ\u00e9es Internationales de Statistiques Th\u00e9oriques et Appliqu\u00e9es 2010, April 10, 11 and 12, 2010<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-05de333 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"05de333\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-821c3b3\" data-id=\"821c3b3\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-f56bd2e elementor-widget elementor-widget-heading\" data-id=\"f56bd2e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">S\u00e9minaire P\u00e9riodique :<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cda3b37 elementor-widget elementor-widget-text-editor\" data-id=\"cda3b37\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ol><li>Programme 2013<\/li><li>Programme 2014<\/li><li>Programme 2015<\/li><li>Programme 2016<\/li><li>Programme 2017<\/li><\/ol>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-68ee787 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"68ee787\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-51787c3\" data-id=\"51787c3\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-cf22bde elementor-widget elementor-widget-heading\" data-id=\"cf22bde\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Organisation workshops avec les Laboratoires de Math\u00e9matiques :<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5557339 elementor-widget elementor-widget-text-editor\" data-id=\"5557339\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ol><li>Quatri\u00e8me Ateliers Maghr\u00e9bins Itin\u00e9rants de Simulation Num\u00e9rique, 10-13 juin 2014<\/li><li>23\u00e8me \u00e9cole sur GNU\/Linux et les Logiciels Libres du 8 au10 F\u00e9vrier 2015<\/li><\/ol>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-45084dc elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"45084dc\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-fccafc9\" data-id=\"fccafc9\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-93f6145 elementor-widget elementor-widget-heading\" data-id=\"93f6145\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Formation Doctorale :<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-361eacb elementor-widget elementor-widget-text-editor\" data-id=\"361eacb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ol><li>Calcul stochastque, statistique et application<\/li><li>Statistique, Math\u00e9matiques appliqu\u00e9s \u00e0 l&rsquo;\u00e9conomie et finance<\/li><li>Probabilit\u00e9s et statistique appliqu\u00e9s<\/li><\/ol>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-570223d elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"570223d\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-25e81d5\" data-id=\"25e81d5\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-7721d80 elementor-widget elementor-widget-heading\" data-id=\"7721d80\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Formation de Master :<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2c7170f elementor-widget elementor-widget-text-editor\" data-id=\"2c7170f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Math\u00e9matiques, Statistique appliqu\u00e9s \u00e0 l&rsquo;\u00e9conomie et finance<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-c0e585c elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"c0e585c\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-826c6c3\" data-id=\"826c6c3\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-efca155 elementor-widget elementor-widget-heading\" data-id=\"efca155\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Collaboration et Projets de Recherche<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-31d3f8b elementor-widget elementor-widget-text-editor\" data-id=\"31d3f8b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ol><li>Projet PHC Maghreb intitul\u00e9 \u00ab\u00a0Syst\u00e8me complexe et Ing\u00e9nierie M\u00e9dical\u00a0\u00bb N\u00b0 -code CMEP 14MDU930., Collaboration avec<ol><li>a. AGIM, Facult\u00e9 de Medecine, Universit\u00e9 de Grenoble , ENIT-LAMSIN,<\/li><li>b. Universit\u00e9 el-Manar, Tunis,<\/li><li>c. Laboratoire de Math\u00e9matiques et Dynamique de opulations, Universit\u00e9 Cadi Ayyad de Marrakech.<\/li><\/ol><\/li><li>Projet Optimisation stochastiques et statistique : Th\u00e9orie et Application, Collaboration avec Agence Nationale de Valorisation des r\u00e9sultats de la Recherche et du D\u00e9veloppement Technologique<\/li><li>Projet Mod\u00e8les statistique pour l&rsquo;ing\u00e9nierie du trafic routier : Gestion et pr\u00e9vision en temps r\u00e9el. Collaboration avec Agence Th\u00e9matique de Recherche en Sciences et Technologie<\/li><li>Projet Contribution \u00e0 l&rsquo;optimisation du trafic routier par la m\u00e9thode d&rsquo;\u00e9volution des routes l. Collaboration avec Agence Th\u00e9matique de Recherche en Sciences et Technologie<\/li><li>Projet Mod\u00e9les local lin\u00e9aire fonctionnels et ses applications en pr\u00e9vision, Projet CNEPRU BO212013004<\/li><li>Projet Estimation param\u00e9trique et non param\u00e9trique par K plus proche voisins pour des donn\u00e9e fonctionnelles; Projet CNEPRU : B02120130010<\/li><li>Projet Controle stochastique application \u00e0 la finance Projet CNEPRU Code : B02120130007<\/li><li>Projet Estimation fonctionnelle r\u00e9cursive et \u00e9tude asymptotique des processus stochastiques. Projet CNEPRU B02120130027<\/li><li>Projet Statistique non param\u00e9trique robuste avec param\u00e8tre d&rsquo;\u00e9chelle et applications au trafic routier. Projet PRFU, Code C00L03UN220120180006<\/li><\/ol>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Bilan equipe 1 Bilan de l\u2019\u00e9quipe Statistique non param\u00e9trique fonctionnelle Publications A : Tawfik Benchikh, Ibrahim M Almanjahie,\u00a0Omar Fetitah, Mohammed Kadi Attouch, \u00a0Estimation for spatial semi-functional partial linear regression model with missing response at random(2025), Demonstratio Mathematica,\u00a0 58 (1), pp. 1-17,\u00a0https:\/\/doi.org\/10.1515\/dema-2025-01080 Mohamed El Ouard Baouche, Tawfik Benchikh, Omar Fetitah, Toufik Guendouzi,\u00a0Spatial\u00a0kNN-local linear estimation for semi-functional [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"site-sidebar-layout":"no-sidebar","site-content-layout":"page-builder","ast-site-content-layout":"","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"disabled","ast-breadcrumbs-content":"","ast-featured-img":"disabled","footer-sml-layout":"","theme-transparent-header-meta":"default","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"class_list":["post-2163","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/www.univ-sba.dz\/lsps\/wp-json\/wp\/v2\/pages\/2163","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.univ-sba.dz\/lsps\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.univ-sba.dz\/lsps\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.univ-sba.dz\/lsps\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.univ-sba.dz\/lsps\/wp-json\/wp\/v2\/comments?post=2163"}],"version-history":[{"count":82,"href":"https:\/\/www.univ-sba.dz\/lsps\/wp-json\/wp\/v2\/pages\/2163\/revisions"}],"predecessor-version":[{"id":4502,"href":"https:\/\/www.univ-sba.dz\/lsps\/wp-json\/wp\/v2\/pages\/2163\/revisions\/4502"}],"wp:attachment":[{"href":"https:\/\/www.univ-sba.dz\/lsps\/wp-json\/wp\/v2\/media?parent=2163"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}