{"id":3706,"date":"2020-10-21T14:43:57","date_gmt":"2020-10-21T12:43:57","guid":{"rendered":"http:\/\/francestat.com\/?page_id=3706"},"modified":"2026-04-09T09:43:52","modified_gmt":"2026-04-09T07:43:52","slug":"uniwin-2","status":"publish","type":"page","link":"https:\/\/francestat.com\/index.php\/uniwin-2\/","title":{"rendered":"Uniwin"},"content":{"rendered":"<p>[vc_row][vc_column width=\u00a0\u00bb1\/4&Prime;][vc_column_text][\/vc_column_text][\/vc_column][vc_column width=\u00a0\u00bb3\/4&Prime;]<div id=\"ultimate-heading-93916a059365aec22\" class=\"uvc-heading ult-adjust-bottom-margin ultimate-heading-93916a059365aec22 uvc-1315  uvc-heading-default-font-sizes\" data-hspacer=\"no_spacer\"  data-halign=\"center\" style=\"text-align:center\"><div class=\"uvc-heading-spacer no_spacer\" style=\"top\"><\/div><div class=\"uvc-main-heading ult-responsive\"  data-ultimate-target='.uvc-heading.ultimate-heading-93916a059365aec22 h2'  data-responsive-json-new='{\"font-size\":\"\",\"line-height\":\"\"}' ><h2 style=\"--font-weight:theme;\">Logiciel UNIWIN 10.5.0<\/h2><\/div><\/div>[vc_empty_space][\/vc_column][\/vc_row][vc_row][vc_column width=\u00a0\u00bb1\/4&Prime;][vc_single_image image=\u00a0\u00bb6305&Prime; img_size=\u00a0\u00bb68&#215;68&Prime; alignment=\u00a0\u00bbcenter\u00a0\u00bb][vc_single_image image=\u00a0\u00bb7081&Prime; img_size=\u00a0\u00bb68&#215;68&Prime; alignment=\u00a0\u00bbcenter\u00a0\u00bb][vc_empty_space height=\u00a0\u00bb10px\u00a0\u00bb][vc_btn title=\u00a0\u00bbBrochure d\u00e9taill\u00e9e\u00a0\u00bb align=\u00a0\u00bbcenter\u00a0\u00bb link=\u00a0\u00bburl:http%3A%2F%2Fwww.francestat.com%2Ftelecharg%2FUniwin%2FFlyer_Uniwin1050.pdf|title:Brochure%20d%C3%A9taill%C3%A9e\u00a0\u00bb][vc_empty_space height=\u00a0\u00bb10px\u00a0\u00bb][vc_btn title=\u00a0\u00bbNotes de version\u00a0\u00bb align=\u00a0\u00bbcenter\u00a0\u00bb link=\u00a0\u00bburl:https%3A%2F%2Fwww.francestat.com%2Ftelecharg%2FUniwin%2FNotes%2520de%2520version.pdf|title:Notes%20de%20version\u00a0\u00bb][vc_empty_space height=\u00a0\u00bb10px\u00a0\u00bb][vc_btn title=\u00a0\u00bbFormation Uniwin\u00a0\u00bb align=\u00a0\u00bbcenter\u00a0\u00bb link=\u00a0\u00bburl:http%3A%2F%2Ffrancestat.com%2Findex.php%2Fformation_uniwin%2F|title:Formation%20Uniwin\u00a0\u00bb][vc_empty_space height=\u00a0\u00bb10px\u00a0\u00bb][vc_btn title=\u00a0\u00bbVersion d&rsquo;\u00e9valuation\u00a0\u00bb align=\u00a0\u00bbcenter\u00a0\u00bb link=\u00a0\u00bburl:https%3A%2F%2Ffrancestat.com%2Findex.php%2Ftelechargement-uniwin%2F|title:T%C3%A9l%C3%A9chargement%20Uniwin\u00a0\u00bb][vc_empty_space height=\u00a0\u00bb10px\u00a0\u00bb][vc_btn title=\u00a0\u00bbDemande de contact\u00a0\u00bb align=\u00a0\u00bbcenter\u00a0\u00bb link=\u00a0\u00bburl:https%3A%2F%2Ffrancestat.com%2Findex.php%2Fcontact%2F|title:Demande%20de%20contact\u00a0\u00bb][vc_empty_space height=\u00a0\u00bb10px\u00a0\u00bb][\/vc_column][vc_column width=\u00a0\u00bb3\/4&Prime;][vc_column_text css=\u00a0\u00bb.vc_custom_1758013654205{background-color: #f4f4f4 !important;}\u00a0\u00bb]<span style=\"margin: 0px; color: black; font-family: 'Helvetica',sans-serif; font-size: 10pt;\">Les analyses statistiques multivari\u00e9es descriptives et explicatives sont aujourd\u2019hui largement utilis\u00e9es dans de nombreux secteurs, notamment en sciences sociales, en marketing, en \u00e9conomie, en finance, en contr\u00f4le de qualit\u00e9 et en analyse sensorielle.<\/span><\/p>\n<p><span style=\"margin: 0px; color: black; font-family: 'Helvetica',sans-serif; font-size: 10pt;\">UNIWIN apporte \u00e0 la fois des m\u00e9thodes usuelles (analyse en composantes principales, analyse des correspondances simples et multiples, analyse sur tableau de distances ou de dissimilarit\u00e9s, classification hi\u00e9rarchique, ellipses de tol\u00e9rance et de confiance, analyse factorielle discriminante globale et pas \u00e0 pas, analyse discriminante bay\u00e9sienne, analyse discriminante qualitative) et des m\u00e9thodes sp\u00e9cialis\u00e9es (analyse factorielle multiple, m\u00e9thodes Statis et Statis duale, analyse procrust\u00e9enne g\u00e9n\u00e9ralis\u00e9e, analyse factorielle de donn\u00e9es mixtes, analyse en composantes principales symbolique, analyse en composantes principales fonctionnelle, scoring, analyse en composantes ind\u00e9pendantes, analyse NIPALS, classification par cartes auto-organisatrices, m\u00e9thodes des K-moyennes et des K-m\u00e9do\u00efdes, classification par densit\u00e9, m\u00e9thode Apriori, r\u00e9gression sur composantes principales, r\u00e9gression typologique, r\u00e9gressions PLS1 et PLS2, r\u00e9seaux de neurones artificiels, \u00a0m\u00e9thode KNN, m\u00e9thode de classement bay\u00e9sienne na\u00efve, m\u00e9thode SIMCA, arbres et for\u00eats al\u00e9atoires de d\u00e9cision et de r\u00e9gression), s\u00e9parateurs \u00e0 vastes marges (SVM).<\/span><\/p>\n<p><span style=\"margin: 0px; color: black; font-family: 'Helvetica',sans-serif; font-size: 10pt;\">UNIWIN est un add-on \u00e0 STATGRAPHICS Centurion et \u00e0 Microsoft EXCEL<\/span>[\/vc_column_text][vc_empty_space height=\u00a0\u00bb5px\u00a0\u00bb][vc_column_text css=\u00a0\u00bb.vc_custom_1775720631596{background-color: #f4f4f4 !important;}\u00a0\u00bb]<span style=\"margin: 0px; color: black; font-family: 'Helvetica',sans-serif; font-size: 10pt;\"><b>UNIWIN boost\u00e9 \u00e0 l&rsquo;Intelligence Artificielle<\/b><br \/>\nA partir de sa version 10.5.0, UNIWIN permet dans toutes ses analyses de g\u00e9n\u00e9rer un rapport directement copiable dans des outils d\u2019Intelligence Artificielle (IA) comme ChatGPT d\u2019OpenAI et Claude d\u2019Anthropic pour obtenir des interpr\u00e9tations automatiques et des conseils concernant les r\u00e9sultats des analyses. Cliquer <a href=\"https:\/\/francestat.com\/index.php\/uniwin-ia\/\">ici<\/a> pour plus d&rsquo;informations.<\/span>[\/vc_column_text][vc_empty_space height=\u00a0\u00bb5px\u00a0\u00bb][vc_column_text]<strong>M\u00e9thodes descriptives<\/strong>[\/vc_column_text][vc_empty_space height=\u00a0\u00bb5px\u00a0\u00bb][vc_row_inner][vc_column_inner width=\u00a0\u00bb1\/3&Prime;]<div class=\" ubtn-ctn-center \"><a class=\"ubtn-link ult-adjust-bottom-margin ubtn-center ubtn-custom \" href=\"https:\/\/francestat.com\/index.php\/uniwin-acp\/\" title=\"Uniwin - ACP\" target=\"_blank\" rel=\"noopener\" ><button type=\"button\" id=\"ubtn-6468\"  class=\"ubtn ult-adjust-bottom-margin ult-responsive ubtn-custom ubtn-no-hover-bg  none  ubtn-center   tooltip-6a059365aec66\"  data-hover=\"\" data-border-color=\"\" data-bg=\"#2c8cbb\" data-hover-bg=\"\" data-border-hover=\"\" data-shadow-hover=\"\" data-shadow-click=\"none\" data-shadow=\"\" data-shd-shadow=\"\"  data-ultimate-target='#ubtn-6468'  data-responsive-json-new='{\"font-size\":\"\",\"line-height\":\"\"}'  style=\"font-weight:normal;width:250px;min-height:50px;padding:px px;border:none;background: #2c8cbb;color: #ffffff;\"><span class=\"ubtn-hover\" style=\"background-color:\"><\/span><span class=\"ubtn-data ubtn-text \" >Analyse en Composantes Principales<\/span><\/button><\/a><\/div>[\/vc_column_inner][vc_column_inner width=\u00a0\u00bb1\/3&Prime;]<div class=\" ubtn-ctn-center \"><a class=\"ubtn-link ult-adjust-bottom-margin ubtn-center ubtn-custom \" href=\"https:\/\/francestat.com\/index.php\/uniwin-acps\/\" title=\"Uniwin \u2013 ACPS\" target=\"_blank\" rel=\"noopener\" ><button type=\"button\" id=\"ubtn-7421\"  class=\"ubtn ult-adjust-bottom-margin ult-responsive ubtn-custom ubtn-no-hover-bg  none  ubtn-center   tooltip-6a059365aecdd\"  data-hover=\"\" data-border-color=\"\" data-bg=\"#2c8cbb\" data-hover-bg=\"\" data-border-hover=\"\" data-shadow-hover=\"\" data-shadow-click=\"none\" data-shadow=\"\" data-shd-shadow=\"\"  data-ultimate-target='#ubtn-7421'  data-responsive-json-new='{\"font-size\":\"\",\"line-height\":\"\"}'  style=\"font-weight:normal;width:250px;min-height:50px;padding:px px;border:none;background: #2c8cbb;color: #ffffff;\"><span class=\"ubtn-hover\" style=\"background-color:\"><\/span><span class=\"ubtn-data ubtn-text \" >Analyse en Composantes Principales Symbolique<\/span><\/button><\/a><\/div>[\/vc_column_inner][vc_column_inner width=\u00a0\u00bb1\/3&Prime;]<div class=\" ubtn-ctn-center \"><a class=\"ubtn-link ult-adjust-bottom-margin ubtn-center ubtn-custom \" href=\"https:\/\/francestat.com\/index.php\/uniwin-acpf\/\" title=\"Uniwin \u2013 ACPF\" target=\"_blank\" rel=\"noopener\" ><button type=\"button\" id=\"ubtn-7286\"  class=\"ubtn ult-adjust-bottom-margin ult-responsive ubtn-custom ubtn-no-hover-bg  none  ubtn-center   tooltip-6a059365aed16\"  data-hover=\"\" data-border-color=\"\" data-bg=\"#2c8cbb\" data-hover-bg=\"\" data-border-hover=\"\" data-shadow-hover=\"\" data-shadow-click=\"none\" data-shadow=\"\" data-shd-shadow=\"\"  data-ultimate-target='#ubtn-7286'  data-responsive-json-new='{\"font-size\":\"\",\"line-height\":\"\"}'  style=\"font-weight:normal;width:250px;min-height:50px;padding:px px;border:none;background: #2c8cbb;color: #ffffff;\"><span class=\"ubtn-hover\" style=\"background-color:\"><\/span><span class=\"ubtn-data ubtn-text \" >Analyse en Composantes Principales Fonctionnelle<\/span><\/button><\/a><\/div>[\/vc_column_inner][\/vc_row_inner][vc_row_inner][vc_column_inner width=\u00a0\u00bb1\/3&Prime;]<div class=\" ubtn-ctn-center \"><a class=\"ubtn-link ult-adjust-bottom-margin ubtn-center ubtn-custom \" href=\"https:\/\/francestat.com\/index.php\/uniwin-nipals\/\" title=\"Uniwin \u2013 NIPALS\" target=\"_blank\" rel=\"noopener\" ><button type=\"button\" id=\"ubtn-1320\"  class=\"ubtn ult-adjust-bottom-margin ult-responsive ubtn-custom ubtn-no-hover-bg  none  ubtn-center   tooltip-6a059365aed3c\"  data-hover=\"\" data-border-color=\"\" data-bg=\"#2c8cbb\" data-hover-bg=\"\" data-border-hover=\"\" data-shadow-hover=\"\" data-shadow-click=\"none\" data-shadow=\"\" data-shd-shadow=\"\"  data-ultimate-target='#ubtn-1320'  data-responsive-json-new='{\"font-size\":\"\",\"line-height\":\"\"}'  style=\"font-weight:normal;width:250px;min-height:50px;padding:px px;border:none;background: #2c8cbb;color: #ffffff;\"><span class=\"ubtn-hover\" style=\"background-color:\"><\/span><span class=\"ubtn-data ubtn-text \" >Analyse NIPALS<\/span><\/button><\/a><\/div>[\/vc_column_inner][vc_column_inner width=\u00a0\u00bb1\/3&Prime;]<div class=\" ubtn-ctn-center \"><a class=\"ubtn-link ult-adjust-bottom-margin ubtn-center ubtn-custom \" href=\"https:\/\/francestat.com\/index.php\/uniwin-afc\/\" title=\"Uniwin - AFC\" target=\"_blank\" rel=\"noopener\" ><button type=\"button\" id=\"ubtn-8647\"  class=\"ubtn ult-adjust-bottom-margin ult-responsive ubtn-custom ubtn-no-hover-bg  none  ubtn-center   tooltip-6a059365aed5a\"  data-hover=\"\" data-border-color=\"\" data-bg=\"#2c8cbb\" data-hover-bg=\"\" data-border-hover=\"\" data-shadow-hover=\"\" data-shadow-click=\"none\" data-shadow=\"\" data-shd-shadow=\"\"  data-ultimate-target='#ubtn-8647'  data-responsive-json-new='{\"font-size\":\"\",\"line-height\":\"\"}'  style=\"font-weight:normal;width:250px;min-height:50px;padding:px px;border:none;background: #2c8cbb;color: #ffffff;\"><span class=\"ubtn-hover\" style=\"background-color:\"><\/span><span class=\"ubtn-data ubtn-text \" >Analyse Factorielle des Correspondances<\/span><\/button><\/a><\/div>[\/vc_column_inner][vc_column_inner width=\u00a0\u00bb1\/3&Prime;]<div class=\" ubtn-ctn-center \"><a class=\"ubtn-link ult-adjust-bottom-margin ubtn-center ubtn-custom \" href=\"https:\/\/francestat.com\/index.php\/uniwin-acm\/\" title=\"Uniwin \u2013 ACM\" target=\"_blank\" rel=\"noopener\" ><button type=\"button\" id=\"ubtn-1305\"  class=\"ubtn ult-adjust-bottom-margin ult-responsive ubtn-custom ubtn-no-hover-bg  none  ubtn-center   tooltip-6a059365aed77\"  data-hover=\"\" data-border-color=\"\" data-bg=\"#2c8cbb\" data-hover-bg=\"\" data-border-hover=\"\" data-shadow-hover=\"\" data-shadow-click=\"none\" data-shadow=\"\" data-shd-shadow=\"\"  data-ultimate-target='#ubtn-1305'  data-responsive-json-new='{\"font-size\":\"\",\"line-height\":\"\"}'  style=\"font-weight:normal;width:250px;min-height:50px;padding:px px;border:none;background: #2c8cbb;color: #ffffff;\"><span class=\"ubtn-hover\" style=\"background-color:\"><\/span><span class=\"ubtn-data ubtn-text \" >Analyse des Correspondances Multiples<\/span><\/button><\/a><\/div>[\/vc_column_inner][\/vc_row_inner][vc_row_inner][vc_column_inner width=\u00a0\u00bb1\/3&Prime;]<div class=\" ubtn-ctn-center \"><a class=\"ubtn-link ult-adjust-bottom-margin ubtn-center ubtn-custom \" href=\"https:\/\/francestat.com\/index.php\/uniwin-atd\/\" title=\"Uniwin \u2013 ATD\" target=\"_blank\" rel=\"noopener\" ><button type=\"button\" id=\"ubtn-7157\"  class=\"ubtn ult-adjust-bottom-margin ult-responsive ubtn-custom ubtn-no-hover-bg  none  ubtn-center   tooltip-6a059365aeda2\"  data-hover=\"\" data-border-color=\"\" data-bg=\"#2c8cbb\" data-hover-bg=\"\" data-border-hover=\"\" data-shadow-hover=\"\" data-shadow-click=\"none\" data-shadow=\"\" data-shd-shadow=\"\"  data-ultimate-target='#ubtn-7157'  data-responsive-json-new='{\"font-size\":\"\",\"line-height\":\"\"}'  style=\"font-weight:normal;width:250px;min-height:50px;padding:px px;border:none;background: #2c8cbb;color: #ffffff;\"><span class=\"ubtn-hover\" style=\"background-color:\"><\/span><span class=\"ubtn-data ubtn-text \" >Analyse sur Tableau de Distances ou de Dissimilarit\u00e9s<\/span><\/button><\/a><\/div>[\/vc_column_inner][vc_column_inner width=\u00a0\u00bb1\/3&Prime;]<div class=\" ubtn-ctn-center \"><a class=\"ubtn-link ult-adjust-bottom-margin ubtn-center ubtn-custom \" href=\"https:\/\/francestat.com\/index.php\/uniwin-afdm\/\" title=\"Uniwin - AFDM\" target=\"_blank\" rel=\"noopener\" ><button type=\"button\" id=\"ubtn-7600\"  class=\"ubtn ult-adjust-bottom-margin ult-responsive ubtn-custom ubtn-no-hover-bg  none  ubtn-center   tooltip-6a059365aede2\"  data-hover=\"\" data-border-color=\"\" data-bg=\"#2c8cbb\" data-hover-bg=\"\" data-border-hover=\"\" data-shadow-hover=\"\" data-shadow-click=\"none\" data-shadow=\"\" data-shd-shadow=\"\"  data-ultimate-target='#ubtn-7600'  data-responsive-json-new='{\"font-size\":\"\",\"line-height\":\"\"}'  style=\"font-weight:normal;width:250px;min-height:50px;padding:px px;border:none;background: #2c8cbb;color: #ffffff;\"><span class=\"ubtn-hover\" style=\"background-color:\"><\/span><span class=\"ubtn-data ubtn-text \" >Analyse Factorielle de Donn\u00e9es Mixtes<\/span><\/button><\/a><\/div>[\/vc_column_inner][vc_column_inner width=\u00a0\u00bb1\/3&Prime;]<div class=\" ubtn-ctn-center \"><a class=\"ubtn-link ult-adjust-bottom-margin ubtn-center ubtn-custom \" href=\"https:\/\/francestat.com\/index.php\/uniwin-ica\/\" title=\"Uniwin \u2013 ICA\" target=\"_blank\" rel=\"noopener\" ><button type=\"button\" id=\"ubtn-4490\"  class=\"ubtn ult-adjust-bottom-margin ult-responsive ubtn-custom ubtn-no-hover-bg  none  ubtn-center   tooltip-6a059365aee13\"  data-hover=\"\" data-border-color=\"\" data-bg=\"#2c8cbb\" data-hover-bg=\"\" data-border-hover=\"\" data-shadow-hover=\"\" data-shadow-click=\"none\" data-shadow=\"\" data-shd-shadow=\"\"  data-ultimate-target='#ubtn-4490'  data-responsive-json-new='{\"font-size\":\"\",\"line-height\":\"\"}'  style=\"font-weight:normal;width:250px;min-height:50px;padding:px px;border:none;background: #2c8cbb;color: #ffffff;\"><span class=\"ubtn-hover\" style=\"background-color:\"><\/span><span class=\"ubtn-data ubtn-text \" >Analyse en Composantes Ind\u00e9pendantes<\/span><\/button><\/a><\/div>[\/vc_column_inner][\/vc_row_inner][vc_row_inner][vc_column_inner width=\u00a0\u00bb1\/3&Prime;]<div class=\" ubtn-ctn-center \"><a class=\"ubtn-link ult-adjust-bottom-margin ubtn-center ubtn-custom \" href=\"https:\/\/francestat.com\/index.php\/uniwin-cah\/\" title=\"Uniwin \u2013 CAH\" target=\"_blank\" rel=\"noopener\" ><button type=\"button\" id=\"ubtn-3679\"  class=\"ubtn ult-adjust-bottom-margin ult-responsive ubtn-custom ubtn-no-hover-bg  none  ubtn-center   tooltip-6a059365aee40\"  data-hover=\"\" data-border-color=\"\" data-bg=\"#2c8cbb\" data-hover-bg=\"\" data-border-hover=\"\" data-shadow-hover=\"\" data-shadow-click=\"none\" data-shadow=\"\" data-shd-shadow=\"\"  data-ultimate-target='#ubtn-3679'  data-responsive-json-new='{\"font-size\":\"\",\"line-height\":\"\"}'  style=\"font-weight:normal;width:250px;min-height:50px;padding:px px;border:none;background: #2c8cbb;color: #ffffff;\"><span class=\"ubtn-hover\" style=\"background-color:\"><\/span><span class=\"ubtn-data ubtn-text \" >Classification Ascendante Hi\u00e9rarchique<\/span><\/button><\/a><\/div>[\/vc_column_inner][vc_column_inner width=\u00a0\u00bb1\/3&Prime;]<div class=\" ubtn-ctn-center \"><a class=\"ubtn-link ult-adjust-bottom-margin ubtn-center ubtn-custom \" href=\"https:\/\/francestat.com\/index.php\/uniwin-km\/\" title=\"Uniwin - KM\" target=\"_blank\" rel=\"noopener\" ><button type=\"button\" id=\"ubtn-8604\"  class=\"ubtn ult-adjust-bottom-margin ult-responsive ubtn-custom ubtn-no-hover-bg  none  ubtn-center   tooltip-6a059365aee6b\"  data-hover=\"\" data-border-color=\"\" data-bg=\"#2c8cbb\" data-hover-bg=\"\" data-border-hover=\"\" data-shadow-hover=\"\" data-shadow-click=\"none\" data-shadow=\"\" data-shd-shadow=\"\"  data-ultimate-target='#ubtn-8604'  data-responsive-json-new='{\"font-size\":\"\",\"line-height\":\"\"}'  style=\"font-weight:normal;width:250px;min-height:50px;padding:px px;border:none;background: #2c8cbb;color: #ffffff;\"><span class=\"ubtn-hover\" style=\"background-color:\"><\/span><span class=\"ubtn-data ubtn-text \" >Classification par les K-moyennes<\/span><\/button><\/a><\/div>[\/vc_column_inner][vc_column_inner width=\u00a0\u00bb1\/3&Prime;]<div class=\" ubtn-ctn-center \"><a class=\"ubtn-link ult-adjust-bottom-margin ubtn-center ubtn-custom \" href=\"https:\/\/francestat.com\/index.php\/uniwin-kmed\" title=\"Uniwin - KMED\" target=\"_blank\" rel=\"noopener\" ><button type=\"button\" id=\"ubtn-8983\"  class=\"ubtn ult-adjust-bottom-margin ult-responsive ubtn-custom ubtn-no-hover-bg  none  ubtn-center   tooltip-6a059365aee8a\"  data-hover=\"\" data-border-color=\"\" data-bg=\"#2c8cbb\" data-hover-bg=\"\" data-border-hover=\"\" data-shadow-hover=\"\" data-shadow-click=\"none\" data-shadow=\"\" data-shd-shadow=\"\"  data-ultimate-target='#ubtn-8983'  data-responsive-json-new='{\"font-size\":\"\",\"line-height\":\"\"}'  style=\"font-weight:normal;width:250px;min-height:50px;padding:px px;border:none;background: #2c8cbb;color: #ffffff;\"><span class=\"ubtn-hover\" style=\"background-color:\"><\/span><span class=\"ubtn-data ubtn-text \" >Classification par les K-m\u00e9do\u00efdes<\/span><\/button><\/a><\/div>[\/vc_column_inner][\/vc_row_inner][vc_row_inner][vc_column_inner width=\u00a0\u00bb1\/3&Prime;]<div class=\" ubtn-ctn-center \"><a class=\"ubtn-link ult-adjust-bottom-margin ubtn-center ubtn-custom \" href=\"https:\/\/francestat.com\/index.php\/uniwin-som\/\" title=\"Uniwin - SOM\" target=\"_blank\" rel=\"noopener\" ><button type=\"button\" id=\"ubtn-1972\"  class=\"ubtn ult-adjust-bottom-margin ult-responsive ubtn-custom ubtn-no-hover-bg  none  ubtn-center   tooltip-6a059365aeea7\"  data-hover=\"\" data-border-color=\"\" data-bg=\"#2c8cbb\" data-hover-bg=\"\" data-border-hover=\"\" data-shadow-hover=\"\" data-shadow-click=\"none\" data-shadow=\"\" data-shd-shadow=\"\"  data-ultimate-target='#ubtn-1972'  data-responsive-json-new='{\"font-size\":\"\",\"line-height\":\"\"}'  style=\"font-weight:normal;width:250px;min-height:50px;padding:px px;border:none;background: #2c8cbb;color: #ffffff;\"><span class=\"ubtn-hover\" style=\"background-color:\"><\/span><span class=\"ubtn-data ubtn-text \" >Classification par cartes auto-organisatrices<\/span><\/button><\/a><\/div>[\/vc_column_inner][vc_column_inner width=\u00a0\u00bb1\/3&Prime;]<div class=\" ubtn-ctn-center \"><a class=\"ubtn-link ult-adjust-bottom-margin ubtn-center ubtn-custom \" href=\"https:\/\/francestat.com\/index.php\/uniwin-dbscan\" title=\"Uniwin - DBSCAN\" target=\"_blank\" rel=\"noopener\" ><button type=\"button\" id=\"ubtn-8266\"  class=\"ubtn ult-adjust-bottom-margin ult-responsive ubtn-custom ubtn-no-hover-bg  none  ubtn-center   tooltip-6a059365aeec1\"  data-hover=\"\" data-border-color=\"\" data-bg=\"#2c8cbb\" data-hover-bg=\"\" data-border-hover=\"\" data-shadow-hover=\"\" data-shadow-click=\"none\" data-shadow=\"\" data-shd-shadow=\"\"  data-ultimate-target='#ubtn-8266'  data-responsive-json-new='{\"font-size\":\"\",\"line-height\":\"\"}'  style=\"font-weight:normal;width:250px;min-height:50px;padding:px px;border:none;background: #2c8cbb;color: #ffffff;\"><span class=\"ubtn-hover\" style=\"background-color:\"><\/span><span class=\"ubtn-data ubtn-text \" >Classification par la m\u00e9thode DBSCAN<\/span><\/button><\/a><\/div>[\/vc_column_inner][vc_column_inner width=\u00a0\u00bb1\/3&Prime;]<div class=\" ubtn-ctn-center \"><a class=\"ubtn-link ult-adjust-bottom-margin ubtn-center ubtn-custom \" href=\"https:\/\/francestat.com\/index.php\/uniwin-ell\/\" title=\"Uniwin \u2013 ELL\" target=\"_blank\" rel=\"noopener\" ><button type=\"button\" id=\"ubtn-5228\"  class=\"ubtn ult-adjust-bottom-margin ult-responsive ubtn-custom ubtn-no-hover-bg  none  ubtn-center   tooltip-6a059365aeee9\"  data-hover=\"\" data-border-color=\"\" data-bg=\"#2c8cbb\" data-hover-bg=\"\" data-border-hover=\"\" data-shadow-hover=\"\" data-shadow-click=\"none\" data-shadow=\"\" data-shd-shadow=\"\"  data-ultimate-target='#ubtn-5228'  data-responsive-json-new='{\"font-size\":\"\",\"line-height\":\"\"}'  style=\"font-weight:normal;width:250px;min-height:50px;padding:px px;border:none;background: #2c8cbb;color: #ffffff;\"><span class=\"ubtn-hover\" style=\"background-color:\"><\/span><span class=\"ubtn-data ubtn-text \" >Ellipses de Tol\u00e9rance ou de Confiance<\/span><\/button><\/a><\/div>[\/vc_column_inner][\/vc_row_inner][vc_row_inner][vc_column_inner width=\u00a0\u00bb1\/3&Prime;]<div class=\" ubtn-ctn-center \"><a class=\"ubtn-link ult-adjust-bottom-margin ubtn-center ubtn-custom \" href=\"https:\/\/francestat.com\/index.php\/uniwin-afm\/\" title=\"Uniwin \u2013 AFM\" target=\"_blank\" rel=\"noopener\" ><button type=\"button\" id=\"ubtn-8133\"  class=\"ubtn ult-adjust-bottom-margin ult-responsive ubtn-custom ubtn-no-hover-bg  none  ubtn-center   tooltip-6a059365aef14\"  data-hover=\"\" data-border-color=\"\" data-bg=\"#2c8cbb\" data-hover-bg=\"\" data-border-hover=\"\" data-shadow-hover=\"\" data-shadow-click=\"none\" data-shadow=\"\" data-shd-shadow=\"\"  data-ultimate-target='#ubtn-8133'  data-responsive-json-new='{\"font-size\":\"\",\"line-height\":\"\"}'  style=\"font-weight:normal;width:250px;min-height:50px;padding:px px;border:none;background: #2c8cbb;color: #ffffff;\"><span class=\"ubtn-hover\" style=\"background-color:\"><\/span><span class=\"ubtn-data ubtn-text \" >Analyse Factorielle Multiple<\/span><\/button><\/a><\/div>[\/vc_column_inner][vc_column_inner width=\u00a0\u00bb1\/3&Prime;]<div class=\" ubtn-ctn-center \"><a class=\"ubtn-link ult-adjust-bottom-margin ubtn-center ubtn-custom \" href=\"https:\/\/francestat.com\/index.php\/uniwin-statis\/\" title=\"Uniwin - STATIS\" target=\"_blank\" rel=\"noopener\" ><button type=\"button\" id=\"ubtn-8711\"  class=\"ubtn ult-adjust-bottom-margin ult-responsive ubtn-custom ubtn-no-hover-bg  none  ubtn-center   tooltip-6a059365aef41\"  data-hover=\"\" data-border-color=\"\" data-bg=\"#2c8cbb\" data-hover-bg=\"\" data-border-hover=\"\" data-shadow-hover=\"\" data-shadow-click=\"none\" data-shadow=\"\" data-shd-shadow=\"\"  data-ultimate-target='#ubtn-8711'  data-responsive-json-new='{\"font-size\":\"\",\"line-height\":\"\"}'  style=\"font-weight:normal;width:250px;min-height:50px;padding:px px;border:none;background: #2c8cbb;color: #ffffff;\"><span class=\"ubtn-hover\" style=\"background-color:\"><\/span><span class=\"ubtn-data ubtn-text \" >M\u00e9thode STATIS<\/span><\/button><\/a><\/div>[\/vc_column_inner][vc_column_inner width=\u00a0\u00bb1\/3&Prime;]<div class=\" ubtn-ctn-center \"><a class=\"ubtn-link ult-adjust-bottom-margin ubtn-center ubtn-custom \" href=\"https:\/\/francestat.com\/index.php\/uniwin-statisd\/\" title=\"Uniwin \u2013 STATISD\" target=\"_blank\" rel=\"noopener\" ><button type=\"button\" id=\"ubtn-6308\"  class=\"ubtn ult-adjust-bottom-margin ult-responsive ubtn-custom ubtn-no-hover-bg  none  ubtn-center   tooltip-6a059365aef68\"  data-hover=\"\" data-border-color=\"\" data-bg=\"#2c8cbb\" data-hover-bg=\"\" data-border-hover=\"\" data-shadow-hover=\"\" data-shadow-click=\"none\" data-shadow=\"\" data-shd-shadow=\"\"  data-ultimate-target='#ubtn-6308'  data-responsive-json-new='{\"font-size\":\"\",\"line-height\":\"\"}'  style=\"font-weight:normal;width:250px;min-height:50px;padding:px px;border:none;background: #2c8cbb;color: #ffffff;\"><span class=\"ubtn-hover\" style=\"background-color:\"><\/span><span class=\"ubtn-data ubtn-text \" >M\u00e9thode STATIS duale<\/span><\/button><\/a><\/div>[\/vc_column_inner][\/vc_row_inner][vc_row_inner][vc_column_inner width=\u00a0\u00bb1\/3&Prime;]<div class=\" ubtn-ctn-center \"><a class=\"ubtn-link ult-adjust-bottom-margin ubtn-center ubtn-custom \" href=\"https:\/\/francestat.com\/index.php\/uniwin-gpa\/\" title=\"Uniwin \u2013 GPA\" target=\"_blank\" rel=\"noopener\" ><button type=\"button\" id=\"ubtn-4903\"  class=\"ubtn ult-adjust-bottom-margin ult-responsive ubtn-custom ubtn-no-hover-bg  none  ubtn-center   tooltip-6a059365aef83\"  data-hover=\"\" data-border-color=\"\" data-bg=\"#2c8cbb\" data-hover-bg=\"\" data-border-hover=\"\" data-shadow-hover=\"\" data-shadow-click=\"none\" data-shadow=\"\" data-shd-shadow=\"\"  data-ultimate-target='#ubtn-4903'  data-responsive-json-new='{\"font-size\":\"\",\"line-height\":\"\"}'  style=\"font-weight:normal;width:250px;min-height:50px;padding:px px;border:none;background: #2c8cbb;color: #ffffff;\"><span class=\"ubtn-hover\" style=\"background-color:\"><\/span><span class=\"ubtn-data ubtn-text \" >Analyse Procrust\u00e9enne G\u00e9n\u00e9ralis\u00e9e<\/span><\/button><\/a><\/div>[\/vc_column_inner][vc_column_inner width=\u00a0\u00bb1\/3&Prime;]<div class=\" ubtn-ctn-center \"><a class=\"ubtn-link ult-adjust-bottom-margin ubtn-center ubtn-custom \" href=\"https:\/\/francestat.com\/index.php\/uniwin-apriori\/\" title=\"Uniwin - APRIORI\" target=\"_blank\" rel=\"noopener\" ><button type=\"button\" id=\"ubtn-9452\"  class=\"ubtn ult-adjust-bottom-margin ult-responsive ubtn-custom ubtn-no-hover-bg  none  ubtn-center   tooltip-6a059365aef9e\"  data-hover=\"\" data-border-color=\"\" data-bg=\"#2c8cbb\" data-hover-bg=\"\" data-border-hover=\"\" data-shadow-hover=\"\" data-shadow-click=\"none\" data-shadow=\"\" data-shd-shadow=\"\"  data-ultimate-target='#ubtn-9452'  data-responsive-json-new='{\"font-size\":\"\",\"line-height\":\"\"}'  style=\"font-weight:normal;width:250px;min-height:50px;padding:px px;border:none;background: #2c8cbb;color: #ffffff;\"><span class=\"ubtn-hover\" style=\"background-color:\"><\/span><span class=\"ubtn-data ubtn-text \" >Analyse APRIORI<\/span><\/button><\/a><\/div>[\/vc_column_inner][vc_column_inner width=\u00a0\u00bb1\/3&Prime;][\/vc_column_inner][\/vc_row_inner][vc_empty_space height=\u00a0\u00bb5px\u00a0\u00bb][vc_column_text]<strong>M\u00e9thodes explicatives<\/strong>[\/vc_column_text][vc_empty_space height=\u00a0\u00bb5px\u00a0\u00bb][vc_row_inner][vc_column_inner width=\u00a0\u00bb1\/3&Prime;]<div class=\" ubtn-ctn-center \"><a class=\"ubtn-link ult-adjust-bottom-margin ubtn-center ubtn-custom \" href=\"https:\/\/francestat.com\/index.php\/uniwin-disp\/\" title=\"Uniwin - DISP\" target=\"_blank\" rel=\"noopener\" ><button type=\"button\" id=\"ubtn-9702\"  class=\"ubtn ult-adjust-bottom-margin ult-responsive ubtn-custom ubtn-no-hover-bg  none  ubtn-center   tooltip-6a059365aefb7\"  data-hover=\"\" data-border-color=\"\" data-bg=\"#2c8cbb\" data-hover-bg=\"\" data-border-hover=\"\" data-shadow-hover=\"\" data-shadow-click=\"none\" data-shadow=\"\" data-shd-shadow=\"\"  data-ultimate-target='#ubtn-9702'  data-responsive-json-new='{\"font-size\":\"\",\"line-height\":\"\"}'  style=\"font-weight:normal;width:250px;min-height:50px;padding:px px;border:none;background: #2c8cbb;color: #ffffff;\"><span class=\"ubtn-hover\" style=\"background-color:\"><\/span><span class=\"ubtn-data ubtn-text \" >Analyse Discriminante Pas \u00e0 Pas<\/span><\/button><\/a><\/div>[\/vc_column_inner][vc_column_inner width=\u00a0\u00bb1\/3&Prime;]<div class=\" ubtn-ctn-center \"><a class=\"ubtn-link ult-adjust-bottom-margin ubtn-center ubtn-custom \" href=\"https:\/\/francestat.com\/index.php\/uniwin-afd\/\" title=\"Uniwin \u2013 AFD\" target=\"_blank\" rel=\"noopener\" ><button type=\"button\" id=\"ubtn-2718\"  class=\"ubtn ult-adjust-bottom-margin ult-responsive ubtn-custom ubtn-no-hover-bg  none  ubtn-center   tooltip-6a059365aefdd\"  data-hover=\"\" data-border-color=\"\" data-bg=\"#2c8cbb\" data-hover-bg=\"\" data-border-hover=\"\" data-shadow-hover=\"\" data-shadow-click=\"none\" data-shadow=\"\" data-shd-shadow=\"\"  data-ultimate-target='#ubtn-2718'  data-responsive-json-new='{\"font-size\":\"\",\"line-height\":\"\"}'  style=\"font-weight:normal;width:250px;min-height:50px;padding:px px;border:none;background: #2c8cbb;color: #ffffff;\"><span class=\"ubtn-hover\" style=\"background-color:\"><\/span><span class=\"ubtn-data ubtn-text \" >Analyse Factorielle Discriminante<\/span><\/button><\/a><\/div>[\/vc_column_inner][vc_column_inner width=\u00a0\u00bb1\/3&Prime;]<div class=\" ubtn-ctn-center \"><a class=\"ubtn-link ult-adjust-bottom-margin ubtn-center ubtn-custom \" href=\"https:\/\/francestat.com\/index.php\/uniwin-adb\/\" title=\"Uniwin \u2013 ADB\" target=\"_blank\" rel=\"noopener\" ><button type=\"button\" id=\"ubtn-7817\"  class=\"ubtn ult-adjust-bottom-margin ult-responsive ubtn-custom ubtn-no-hover-bg  none  ubtn-center   tooltip-6a059365af007\"  data-hover=\"\" data-border-color=\"\" data-bg=\"#2c8cbb\" data-hover-bg=\"\" data-border-hover=\"\" data-shadow-hover=\"\" data-shadow-click=\"none\" data-shadow=\"\" data-shd-shadow=\"\"  data-ultimate-target='#ubtn-7817'  data-responsive-json-new='{\"font-size\":\"\",\"line-height\":\"\"}'  style=\"font-weight:normal;width:250px;min-height:50px;padding:px px;border:none;background: #2c8cbb;color: #ffffff;\"><span class=\"ubtn-hover\" style=\"background-color:\"><\/span><span class=\"ubtn-data ubtn-text \" >Analyse Discriminante Bay\u00e9sienne<\/span><\/button><\/a><\/div>[\/vc_column_inner][\/vc_row_inner][vc_row_inner][vc_column_inner width=\u00a0\u00bb1\/3&Prime;]<div class=\" ubtn-ctn-center \"><a class=\"ubtn-link ult-adjust-bottom-margin ubtn-center ubtn-custom \" href=\"https:\/\/francestat.com\/index.php\/uniwin-adq\/\" title=\"Uniwin - ADQ\" target=\"_blank\" rel=\"noopener\" ><button type=\"button\" id=\"ubtn-5933\"  class=\"ubtn ult-adjust-bottom-margin ult-responsive ubtn-custom ubtn-no-hover-bg  none  ubtn-center   tooltip-6a059365af02b\"  data-hover=\"\" data-border-color=\"\" data-bg=\"#2c8cbb\" data-hover-bg=\"\" data-border-hover=\"\" data-shadow-hover=\"\" data-shadow-click=\"none\" data-shadow=\"\" data-shd-shadow=\"\"  data-ultimate-target='#ubtn-5933'  data-responsive-json-new='{\"font-size\":\"\",\"line-height\":\"\"}'  style=\"font-weight:normal;width:250px;min-height:50px;padding:px px;border:none;background: #2c8cbb;color: #ffffff;\"><span class=\"ubtn-hover\" style=\"background-color:\"><\/span><span class=\"ubtn-data ubtn-text \" >Analyse Discriminante Qualitative<\/span><\/button><\/a><\/div>[\/vc_column_inner][vc_column_inner width=\u00a0\u00bb1\/3&Prime;]<div class=\" ubtn-ctn-center \"><a class=\"ubtn-link ult-adjust-bottom-margin ubtn-center ubtn-custom \" href=\"https:\/\/francestat.com\/index.php\/uniwin-sco\/\" title=\"Uniwin \u2013 SCO\" target=\"_blank\" rel=\"noopener\" ><button type=\"button\" id=\"ubtn-3434\"  class=\"ubtn ult-adjust-bottom-margin ult-responsive ubtn-custom ubtn-no-hover-bg  none  ubtn-center   tooltip-6a059365af052\"  data-hover=\"\" data-border-color=\"\" data-bg=\"#2c8cbb\" data-hover-bg=\"\" data-border-hover=\"\" data-shadow-hover=\"\" data-shadow-click=\"none\" data-shadow=\"\" data-shd-shadow=\"\"  data-ultimate-target='#ubtn-3434'  data-responsive-json-new='{\"font-size\":\"\",\"line-height\":\"\"}'  style=\"font-weight:normal;width:250px;min-height:50px;padding:px px;border:none;background: #2c8cbb;color: #ffffff;\"><span class=\"ubtn-hover\" style=\"background-color:\"><\/span><span class=\"ubtn-data ubtn-text \" >Scoring<\/span><\/button><\/a><\/div>[\/vc_column_inner][vc_column_inner width=\u00a0\u00bb1\/3&Prime;]<div class=\" ubtn-ctn-center \"><a class=\"ubtn-link ult-adjust-bottom-margin ubtn-center ubtn-custom \" href=\"https:\/\/francestat.com\/index.php\/uniwin-bayes\/\" title=\"Uniwin - BAYES\" target=\"_blank\" rel=\"noopener\" ><button type=\"button\" id=\"ubtn-4971\"  class=\"ubtn ult-adjust-bottom-margin ult-responsive ubtn-custom ubtn-no-hover-bg  none  ubtn-center   tooltip-6a059365af07d\"  data-hover=\"\" data-border-color=\"\" data-bg=\"#2c8cbb\" data-hover-bg=\"\" data-border-hover=\"\" data-shadow-hover=\"\" data-shadow-click=\"none\" data-shadow=\"\" data-shd-shadow=\"\"  data-ultimate-target='#ubtn-4971'  data-responsive-json-new='{\"font-size\":\"\",\"line-height\":\"\"}'  style=\"font-weight:normal;width:250px;min-height:50px;padding:px px;border:none;background: #2c8cbb;color: #ffffff;\"><span class=\"ubtn-hover\" style=\"background-color:\"><\/span><span class=\"ubtn-data ubtn-text \" >Classement par la m\u00e9thode bay\u00e9sienne na\u00efve<\/span><\/button><\/a><\/div>[\/vc_column_inner][\/vc_row_inner][vc_row_inner][vc_column_inner width=\u00a0\u00bb1\/3&Prime;]<div class=\" ubtn-ctn-center \"><a class=\"ubtn-link ult-adjust-bottom-margin ubtn-center ubtn-custom \" href=\"https:\/\/francestat.com\/index.php\/uniwin-simca\/\" title=\"Uniwin \u2013 SIMCA\" target=\"_blank\" rel=\"noopener\" ><button type=\"button\" id=\"ubtn-7688\"  class=\"ubtn ult-adjust-bottom-margin ult-responsive ubtn-custom ubtn-no-hover-bg  none  ubtn-center   tooltip-6a059365af0a4\"  data-hover=\"\" data-border-color=\"\" data-bg=\"#2c8cbb\" data-hover-bg=\"\" data-border-hover=\"\" data-shadow-hover=\"\" data-shadow-click=\"none\" data-shadow=\"\" data-shd-shadow=\"\"  data-ultimate-target='#ubtn-7688'  data-responsive-json-new='{\"font-size\":\"\",\"line-height\":\"\"}'  style=\"font-weight:normal;width:250px;min-height:50px;padding:px px;border:none;background: #2c8cbb;color: #ffffff;\"><span class=\"ubtn-hover\" style=\"background-color:\"><\/span><span class=\"ubtn-data ubtn-text \" >Classement par la m\u00e9thode SIMCA<\/span><\/button><\/a><\/div>[\/vc_column_inner][vc_column_inner width=\u00a0\u00bb1\/3&Prime;]<div class=\" ubtn-ctn-center \"><a class=\"ubtn-link ult-adjust-bottom-margin ubtn-center ubtn-custom \" href=\"https:\/\/francestat.com\/index.php\/uniwin-rcp\/\" title=\"Uniwin \u2013 RCP\" target=\"_blank\" rel=\"noopener\" ><button type=\"button\" id=\"ubtn-4751\"  class=\"ubtn ult-adjust-bottom-margin ult-responsive ubtn-custom ubtn-no-hover-bg  none  ubtn-center   tooltip-6a059365af0ca\"  data-hover=\"\" data-border-color=\"\" data-bg=\"#2c8cbb\" data-hover-bg=\"\" data-border-hover=\"\" data-shadow-hover=\"\" data-shadow-click=\"none\" data-shadow=\"\" data-shd-shadow=\"\"  data-ultimate-target='#ubtn-4751'  data-responsive-json-new='{\"font-size\":\"\",\"line-height\":\"\"}'  style=\"font-weight:normal;width:250px;min-height:50px;padding:px px;border:none;background: #2c8cbb;color: #ffffff;\"><span class=\"ubtn-hover\" style=\"background-color:\"><\/span><span class=\"ubtn-data ubtn-text \" >R\u00e9gression sur Composantes Principales<\/span><\/button><\/a><\/div>[\/vc_column_inner][vc_column_inner width=\u00a0\u00bb1\/3&Prime;]<div class=\" ubtn-ctn-center \"><a class=\"ubtn-link ult-adjust-bottom-margin ubtn-center ubtn-custom \" href=\"https:\/\/francestat.com\/index.php\/uniwin-pls\/\" title=\"Uniwin - PLS\" target=\"_blank\" rel=\"noopener\" ><button type=\"button\" id=\"ubtn-6074\"  class=\"ubtn ult-adjust-bottom-margin ult-responsive ubtn-custom ubtn-no-hover-bg  none  ubtn-center   tooltip-6a059365af0ef\"  data-hover=\"\" data-border-color=\"\" data-bg=\"#2c8cbb\" data-hover-bg=\"\" data-border-hover=\"\" data-shadow-hover=\"\" data-shadow-click=\"none\" data-shadow=\"\" data-shd-shadow=\"\"  data-ultimate-target='#ubtn-6074'  data-responsive-json-new='{\"font-size\":\"\",\"line-height\":\"\"}'  style=\"font-weight:normal;width:250px;min-height:50px;padding:px px;border:none;background: #2c8cbb;color: #ffffff;\"><span class=\"ubtn-hover\" style=\"background-color:\"><\/span><span class=\"ubtn-data ubtn-text \" >R\u00e9gression PLS<\/span><\/button><\/a><\/div>[\/vc_column_inner][\/vc_row_inner][vc_row_inner][vc_column_inner width=\u00a0\u00bb1\/3&Prime;]<div class=\" ubtn-ctn-center \"><a class=\"ubtn-link ult-adjust-bottom-margin ubtn-center ubtn-custom \" href=\"https:\/\/francestat.com\/index.php\/uniwin-rtypo\" title=\"Uniwin \u2013 RTYPO\" target=\"_blank\" rel=\"noopener\" ><button type=\"button\" id=\"ubtn-8375\"  class=\"ubtn ult-adjust-bottom-margin ult-responsive ubtn-custom ubtn-no-hover-bg  none  ubtn-center   tooltip-6a059365af117\"  data-hover=\"\" data-border-color=\"\" data-bg=\"#2c8cbb\" data-hover-bg=\"\" data-border-hover=\"\" data-shadow-hover=\"\" data-shadow-click=\"none\" data-shadow=\"\" data-shd-shadow=\"\"  data-ultimate-target='#ubtn-8375'  data-responsive-json-new='{\"font-size\":\"\",\"line-height\":\"\"}'  style=\"font-weight:normal;width:250px;min-height:50px;padding:px px;border:none;background: #2c8cbb;color: #ffffff;\"><span class=\"ubtn-hover\" style=\"background-color:\"><\/span><span class=\"ubtn-data ubtn-text \" >R\u00e9gression Typologique<\/span><\/button><\/a><\/div>[\/vc_column_inner][vc_column_inner width=\u00a0\u00bb1\/3&Prime;]<div class=\" ubtn-ctn-center \"><a class=\"ubtn-link ult-adjust-bottom-margin ubtn-center ubtn-custom \" href=\"https:\/\/francestat.com\/index.php\/uniwin-knn\/\" title=\"Uniwin \u2013 KNN\" target=\"_blank\" rel=\"noopener\" ><button type=\"button\" id=\"ubtn-1683\"  class=\"ubtn ult-adjust-bottom-margin ult-responsive ubtn-custom ubtn-no-hover-bg  none  ubtn-center   tooltip-6a059365af13c\"  data-hover=\"\" data-border-color=\"\" data-bg=\"#2c8cbb\" data-hover-bg=\"\" data-border-hover=\"\" data-shadow-hover=\"\" data-shadow-click=\"none\" data-shadow=\"\" data-shd-shadow=\"\"  data-ultimate-target='#ubtn-1683'  data-responsive-json-new='{\"font-size\":\"\",\"line-height\":\"\"}'  style=\"font-weight:normal;width:250px;min-height:50px;padding:px px;border:none;background: #2c8cbb;color: #ffffff;\"><span class=\"ubtn-hover\" style=\"background-color:\"><\/span><span class=\"ubtn-data ubtn-text \" >M\u00e9thode des K plus proches voisins<\/span><\/button><\/a><\/div>[\/vc_column_inner][vc_column_inner width=\u00a0\u00bb1\/3&Prime;]<div class=\" ubtn-ctn-center \"><a class=\"ubtn-link ult-adjust-bottom-margin ubtn-center ubtn-custom \" href=\"https:\/\/francestat.com\/index.php\/uniwin-ann\/\" title=\"Uniwin \u2013 ANN\" target=\"_blank\" rel=\"noopener\" ><button type=\"button\" id=\"ubtn-1051\"  class=\"ubtn ult-adjust-bottom-margin ult-responsive ubtn-custom ubtn-no-hover-bg  none  ubtn-center   tooltip-6a059365af162\"  data-hover=\"\" data-border-color=\"\" data-bg=\"#2c8cbb\" data-hover-bg=\"\" data-border-hover=\"\" data-shadow-hover=\"\" data-shadow-click=\"none\" data-shadow=\"\" data-shd-shadow=\"\"  data-ultimate-target='#ubtn-1051'  data-responsive-json-new='{\"font-size\":\"\",\"line-height\":\"\"}'  style=\"font-weight:normal;width:250px;min-height:50px;padding:px px;border:none;background: #2c8cbb;color: #ffffff;\"><span class=\"ubtn-hover\" style=\"background-color:\"><\/span><span class=\"ubtn-data ubtn-text \" >R\u00e9seaux de Neurones Artificiels<\/span><\/button><\/a><\/div>[\/vc_column_inner][\/vc_row_inner][vc_row_inner][vc_column_inner width=\u00a0\u00bb1\/3&Prime;]<div class=\" ubtn-ctn-center \"><a class=\"ubtn-link ult-adjust-bottom-margin ubtn-center ubtn-custom \" href=\"https:\/\/francestat.com\/index.php\/uniwin-arbre\/\" title=\"Uniwin \u2013 ARBRE\" target=\"_blank\" rel=\"noopener\" ><button type=\"button\" id=\"ubtn-2336\"  class=\"ubtn ult-adjust-bottom-margin ult-responsive ubtn-custom ubtn-no-hover-bg  none  ubtn-center   tooltip-6a059365af187\"  data-hover=\"\" data-border-color=\"\" data-bg=\"#2c8cbb\" data-hover-bg=\"\" data-border-hover=\"\" data-shadow-hover=\"\" data-shadow-click=\"none\" data-shadow=\"\" data-shd-shadow=\"\"  data-ultimate-target='#ubtn-2336'  data-responsive-json-new='{\"font-size\":\"\",\"line-height\":\"\"}'  style=\"font-weight:normal;width:250px;min-height:50px;padding:px px;border:none;background: #2c8cbb;color: #ffffff;\"><span class=\"ubtn-hover\" style=\"background-color:\"><\/span><span class=\"ubtn-data ubtn-text \" >Arbres de D\u00e9cision et de R\u00e9gression<\/span><\/button><\/a><\/div>[\/vc_column_inner][vc_column_inner width=\u00a0\u00bb1\/3&Prime;]<div class=\" ubtn-ctn-center \"><a class=\"ubtn-link ult-adjust-bottom-margin ubtn-center ubtn-custom \" href=\"https:\/\/francestat.com\/index.php\/uniwin-foret\/\" title=\"Uniwin \u2013 FORET\" target=\"_blank\" rel=\"noopener\" ><button type=\"button\" id=\"ubtn-3338\"  class=\"ubtn ult-adjust-bottom-margin ult-responsive ubtn-custom ubtn-no-hover-bg  none  ubtn-center   tooltip-6a059365af1ae\"  data-hover=\"\" data-border-color=\"\" data-bg=\"#2c8cbb\" data-hover-bg=\"\" data-border-hover=\"\" data-shadow-hover=\"\" data-shadow-click=\"none\" data-shadow=\"\" data-shd-shadow=\"\"  data-ultimate-target='#ubtn-3338'  data-responsive-json-new='{\"font-size\":\"\",\"line-height\":\"\"}'  style=\"font-weight:normal;width:250px;min-height:50px;padding:px px;border:none;background: #2c8cbb;color: #ffffff;\"><span class=\"ubtn-hover\" style=\"background-color:\"><\/span><span class=\"ubtn-data ubtn-text \" >For\u00eats Al\u00e9atoires<\/span><\/button><\/a><\/div>[\/vc_column_inner][vc_column_inner width=\u00a0\u00bb1\/3&Prime;]<div class=\" ubtn-ctn-center \"><a class=\"ubtn-link ult-adjust-bottom-margin ubtn-center ubtn-custom \" href=\"https:\/\/francestat.com\/index.php\/uniwin-svm\/\" title=\"Uniwin \u2013 SVM\" target=\"_blank\" rel=\"noopener\" ><button type=\"button\" id=\"ubtn-2233\"  class=\"ubtn ult-adjust-bottom-margin ult-responsive ubtn-custom ubtn-no-hover-bg  none  ubtn-center   tooltip-6a059365af1d1\"  data-hover=\"\" data-border-color=\"\" data-bg=\"#2c8cbb\" data-hover-bg=\"\" data-border-hover=\"\" data-shadow-hover=\"\" data-shadow-click=\"none\" data-shadow=\"\" data-shd-shadow=\"\"  data-ultimate-target='#ubtn-2233'  data-responsive-json-new='{\"font-size\":\"\",\"line-height\":\"\"}'  style=\"font-weight:normal;width:250px;min-height:50px;padding:px px;border:none;background: #2c8cbb;color: #ffffff;\"><span class=\"ubtn-hover\" style=\"background-color:\"><\/span><span class=\"ubtn-data ubtn-text \" >S\u00e9parateurs \u00e0 Vastes Marges<\/span><\/button><\/a><\/div>[\/vc_column_inner][\/vc_row_inner][vc_empty_space height=\u00a0\u00bb5px\u00a0\u00bb][vc_column_text]<strong>Autres m\u00e9thodes<\/strong>[\/vc_column_text][vc_empty_space height=\u00a0\u00bb5px\u00a0\u00bb][vc_row_inner][vc_column_inner width=\u00a0\u00bb1\/3&Prime;]<div class=\" ubtn-ctn-center \"><a class=\"ubtn-link ult-adjust-bottom-margin ubtn-center ubtn-custom \" href=\"https:\/\/francestat.com\/index.php\/uniwin-autres\/\" title=\"Uniwin - Autres m\u00e9thodes\" target=\"_blank\" rel=\"noopener\" ><button type=\"button\" id=\"ubtn-5937\"  class=\"ubtn ult-adjust-bottom-margin ult-responsive ubtn-custom ubtn-no-hover-bg  none  ubtn-center   tooltip-6a059365af1f7\"  data-hover=\"\" data-border-color=\"\" data-bg=\"#2c8cbb\" data-hover-bg=\"\" data-border-hover=\"\" data-shadow-hover=\"\" data-shadow-click=\"none\" data-shadow=\"\" data-shd-shadow=\"\"  data-ultimate-target='#ubtn-5937'  data-responsive-json-new='{\"font-size\":\"\",\"line-height\":\"\"}'  style=\"font-weight:normal;width:250px;min-height:50px;padding:px px;border:none;background: #2c8cbb;color: #ffffff;\"><span class=\"ubtn-hover\" style=\"background-color:\"><\/span><span class=\"ubtn-data ubtn-text \" >Imputations<\/span><\/button><\/a><\/div>[\/vc_column_inner][vc_column_inner width=\u00a0\u00bb1\/3&Prime;]<div class=\" ubtn-ctn-center \"><a class=\"ubtn-link ult-adjust-bottom-margin ubtn-center ubtn-custom \" href=\"https:\/\/francestat.com\/index.php\/uniwin-autres\/\" title=\"Uniwin \u2013 Autres m\u00e9thodes\" target=\"_blank\" rel=\"noopener\" ><button type=\"button\" id=\"ubtn-5751\"  class=\"ubtn ult-adjust-bottom-margin ult-responsive ubtn-custom ubtn-no-hover-bg  none  ubtn-center   tooltip-6a059365af22e\"  data-hover=\"\" data-border-color=\"\" data-bg=\"#2c8cbb\" data-hover-bg=\"\" data-border-hover=\"\" data-shadow-hover=\"\" data-shadow-click=\"none\" data-shadow=\"\" data-shd-shadow=\"\"  data-ultimate-target='#ubtn-5751'  data-responsive-json-new='{\"font-size\":\"\",\"line-height\":\"\"}'  style=\"font-weight:normal;width:250px;min-height:50px;padding:px px;border:none;background: #2c8cbb;color: #ffffff;\"><span class=\"ubtn-hover\" style=\"background-color:\"><\/span><span class=\"ubtn-data ubtn-text \" >Recodifications<\/span><\/button><\/a><\/div>[\/vc_column_inner][vc_column_inner width=\u00a0\u00bb1\/3&Prime;]<div class=\" ubtn-ctn-center \"><a class=\"ubtn-link ult-adjust-bottom-margin ubtn-center ubtn-custom \" href=\"https:\/\/francestat.com\/index.php\/uniwin-autres\/\" title=\"Uniwin \u2013 Autres m\u00e9thodes\" target=\"_blank\" rel=\"noopener\" ><button type=\"button\" id=\"ubtn-8512\"  class=\"ubtn ult-adjust-bottom-margin ult-responsive ubtn-custom ubtn-no-hover-bg  none  ubtn-center   tooltip-6a059365af256\"  data-hover=\"\" data-border-color=\"\" data-bg=\"#2c8cbb\" data-hover-bg=\"\" data-border-hover=\"\" data-shadow-hover=\"\" data-shadow-click=\"none\" data-shadow=\"\" data-shd-shadow=\"\"  data-ultimate-target='#ubtn-8512'  data-responsive-json-new='{\"font-size\":\"\",\"line-height\":\"\"}'  style=\"font-weight:normal;width:250px;min-height:50px;padding:px px;border:none;background: #2c8cbb;color: #ffffff;\"><span class=\"ubtn-hover\" style=\"background-color:\"><\/span><span class=\"ubtn-data ubtn-text \" >Codage disjonctif<\/span><\/button><\/a><\/div>[\/vc_column_inner][\/vc_row_inner][vc_row_inner][vc_column_inner width=\u00a0\u00bb1\/3&Prime;]<div class=\" ubtn-ctn-center \"><a class=\"ubtn-link ult-adjust-bottom-margin ubtn-center ubtn-custom \" href=\"https:\/\/francestat.com\/index.php\/uniwin-autres\/\" title=\"Uniwin - Autres m\u00e9thodes\" target=\"_blank\" rel=\"noopener\" ><button type=\"button\" id=\"ubtn-6698\"  class=\"ubtn ult-adjust-bottom-margin ult-responsive ubtn-custom ubtn-no-hover-bg  none  ubtn-center   tooltip-6a059365af279\"  data-hover=\"\" data-border-color=\"\" data-bg=\"#2c8cbb\" data-hover-bg=\"\" data-border-hover=\"\" data-shadow-hover=\"\" data-shadow-click=\"none\" data-shadow=\"\" data-shd-shadow=\"\"  data-ultimate-target='#ubtn-6698'  data-responsive-json-new='{\"font-size\":\"\",\"line-height\":\"\"}'  style=\"font-weight:normal;width:250px;min-height:50px;padding:px px;border:none;background: #2c8cbb;color: #ffffff;\"><span class=\"ubtn-hover\" style=\"background-color:\"><\/span><span class=\"ubtn-data ubtn-text \" >Tableaux de distances<\/span><\/button><\/a><\/div>[\/vc_column_inner][vc_column_inner width=\u00a0\u00bb1\/3&Prime;]<div class=\" ubtn-ctn-center \"><a class=\"ubtn-link ult-adjust-bottom-margin ubtn-center ubtn-custom \" href=\"https:\/\/francestat.com\/index.php\/uniwin-tri\/\" title=\"Uniwin \u2013 Tri\" target=\"_blank\" rel=\"noopener\" ><button type=\"button\" id=\"ubtn-8324\"  class=\"ubtn ult-adjust-bottom-margin ult-responsive ubtn-custom ubtn-no-hover-bg  none  ubtn-center   tooltip-6a059365af29c\"  data-hover=\"\" data-border-color=\"\" data-bg=\"#2c8cbb\" data-hover-bg=\"\" data-border-hover=\"\" data-shadow-hover=\"\" data-shadow-click=\"none\" data-shadow=\"\" data-shd-shadow=\"\"  data-ultimate-target='#ubtn-8324'  data-responsive-json-new='{\"font-size\":\"\",\"line-height\":\"\"}'  style=\"font-weight:normal;width:250px;min-height:50px;padding:px px;border:none;background: #2c8cbb;color: #ffffff;\"><span class=\"ubtn-hover\" style=\"background-color:\"><\/span><span class=\"ubtn-data ubtn-text \" >Tris \u00e0 plat et crois\u00e9s<\/span><\/button><\/a><\/div>[\/vc_column_inner][vc_column_inner width=\u00a0\u00bb1\/3&Prime;]<div class=\" ubtn-ctn-center \"><a class=\"ubtn-link ult-adjust-bottom-margin ubtn-center ubtn-custom \" href=\"https:\/\/francestat.com\/index.php\/uniwin-gini\/\" title=\"Uniwin \u2013 GINI\" target=\"_blank\" rel=\"noopener\" ><button type=\"button\" id=\"ubtn-7053\"  class=\"ubtn ult-adjust-bottom-margin ult-responsive ubtn-custom ubtn-no-hover-bg  none  ubtn-center   tooltip-6a059365af2c0\"  data-hover=\"\" data-border-color=\"\" data-bg=\"#2c8cbb\" data-hover-bg=\"\" data-border-hover=\"\" data-shadow-hover=\"\" data-shadow-click=\"none\" data-shadow=\"\" data-shd-shadow=\"\"  data-ultimate-target='#ubtn-7053'  data-responsive-json-new='{\"font-size\":\"\",\"line-height\":\"\"}'  style=\"font-weight:normal;width:250px;min-height:50px;padding:px px;border:none;background: #2c8cbb;color: #ffffff;\"><span class=\"ubtn-hover\" style=\"background-color:\"><\/span><span class=\"ubtn-data ubtn-text \" >Courbe de Gini<\/span><\/button><\/a><\/div>[\/vc_column_inner][\/vc_row_inner][vc_row_inner][vc_column_inner width=\u00a0\u00bb1\/3&Prime;]<div class=\" ubtn-ctn-center \"><a class=\"ubtn-link ult-adjust-bottom-margin ubtn-center ubtn-custom \" href=\"https:\/\/francestat.com\/index.php\/uniwin-roc\/\" title=\"Uniwin - ROC\" target=\"_blank\" rel=\"noopener\" ><button type=\"button\" id=\"ubtn-2144\"  class=\"ubtn ult-adjust-bottom-margin ult-responsive ubtn-custom ubtn-no-hover-bg  none  ubtn-center   tooltip-6a059365af2e5\"  data-hover=\"\" data-border-color=\"\" data-bg=\"#2c8cbb\" data-hover-bg=\"\" data-border-hover=\"\" data-shadow-hover=\"\" data-shadow-click=\"none\" data-shadow=\"\" data-shd-shadow=\"\"  data-ultimate-target='#ubtn-2144'  data-responsive-json-new='{\"font-size\":\"\",\"line-height\":\"\"}'  style=\"font-weight:normal;width:250px;min-height:50px;padding:px px;border:none;background: #2c8cbb;color: #ffffff;\"><span class=\"ubtn-hover\" style=\"background-color:\"><\/span><span class=\"ubtn-data ubtn-text \" >Courbe ROC<\/span><\/button><\/a><\/div>[\/vc_column_inner][vc_column_inner width=\u00a0\u00bb1\/3&Prime;]<div class=\" ubtn-ctn-center \"><a class=\"ubtn-link ult-adjust-bottom-margin ubtn-center ubtn-custom \" href=\"https:\/\/francestat.com\/index.php\/uniwin-cartes\/\" title=\"Uniwin \u2013 CARTES\" target=\"_blank\" rel=\"noopener\" ><button type=\"button\" id=\"ubtn-8542\"  class=\"ubtn ult-adjust-bottom-margin ult-responsive ubtn-custom ubtn-no-hover-bg  none  ubtn-center   tooltip-6a059365af308\"  data-hover=\"\" data-border-color=\"\" data-bg=\"#2c8cbb\" data-hover-bg=\"\" data-border-hover=\"\" data-shadow-hover=\"\" data-shadow-click=\"none\" data-shadow=\"\" data-shd-shadow=\"\"  data-ultimate-target='#ubtn-8542'  data-responsive-json-new='{\"font-size\":\"\",\"line-height\":\"\"}'  style=\"font-weight:normal;width:250px;min-height:50px;padding:px px;border:none;background: #2c8cbb;color: #ffffff;\"><span class=\"ubtn-hover\" style=\"background-color:\"><\/span><span class=\"ubtn-data ubtn-text \" >Cartes g\u00e9ographiques<\/span><\/button><\/a><\/div>[\/vc_column_inner][vc_column_inner width=\u00a0\u00bb1\/3&Prime;][\/vc_column_inner][\/vc_row_inner][\/vc_column][\/vc_row][vc_row][vc_column][vc_column_text][\/vc_column_text][\/vc_column][\/vc_row]<\/p>\n","protected":false},"excerpt":{"rendered":"<p>[vc_row][vc_column width=\u00a0\u00bb1\/4&Prime;][vc_column_text][\/vc_column_text][\/vc_column][vc_column width=\u00a0\u00bb3\/4&Prime;][vc_empty_space][\/vc_column][\/vc_row][vc_row][vc_column width=\u00a0\u00bb1\/4&Prime;][vc_single_image image=\u00a0\u00bb6305&Prime; img_size=\u00a0\u00bb68&#215;68&Prime; alignment=\u00a0\u00bbcenter\u00a0\u00bb][vc_single_image image=\u00a0\u00bb7081&Prime; img_size=\u00a0\u00bb68&#215;68&Prime; alignment=\u00a0\u00bbcenter\u00a0\u00bb][vc_empty_space height=\u00a0\u00bb10px\u00a0\u00bb][vc_btn title=\u00a0\u00bbBrochure d\u00e9taill\u00e9e\u00a0\u00bb align=\u00a0\u00bbcenter\u00a0\u00bb link=\u00a0\u00bburl:http%3A%2F%2Fwww.francestat.com%2Ftelecharg%2FUniwin%2FFlyer_Uniwin1050.pdf|title:Brochure%20d%C3%A9taill%C3%A9e\u00a0\u00bb][vc_empty_space height=\u00a0\u00bb10px\u00a0\u00bb][vc_btn title=\u00a0\u00bbNotes de version\u00a0\u00bb align=\u00a0\u00bbcenter\u00a0\u00bb link=\u00a0\u00bburl:https%3A%2F%2Fwww.francestat.com%2Ftelecharg%2FUniwin%2FNotes%2520de%2520version.pdf|title:Notes%20de%20version\u00a0\u00bb][vc_empty_space height=\u00a0\u00bb10px\u00a0\u00bb][vc_btn title=\u00a0\u00bbFormation Uniwin\u00a0\u00bb align=\u00a0\u00bbcenter\u00a0\u00bb link=\u00a0\u00bburl:http%3A%2F%2Ffrancestat.com%2Findex.php%2Fformation_uniwin%2F|title:Formation%20Uniwin\u00a0\u00bb][vc_empty_space height=\u00a0\u00bb10px\u00a0\u00bb][vc_btn title=\u00a0\u00bbVersion d&rsquo;\u00e9valuation\u00a0\u00bb align=\u00a0\u00bbcenter\u00a0\u00bb link=\u00a0\u00bburl:https%3A%2F%2Ffrancestat.com%2Findex.php%2Ftelechargement-uniwin%2F|title:T%C3%A9l%C3%A9chargement%20Uniwin\u00a0\u00bb][vc_empty_space height=\u00a0\u00bb10px\u00a0\u00bb][vc_btn title=\u00a0\u00bbDemande de contact\u00a0\u00bb align=\u00a0\u00bbcenter\u00a0\u00bb link=\u00a0\u00bburl:https%3A%2F%2Ffrancestat.com%2Findex.php%2Fcontact%2F|title:Demande%20de%20contact\u00a0\u00bb][vc_empty_space height=\u00a0\u00bb10px\u00a0\u00bb][\/vc_column][vc_column width=\u00a0\u00bb3\/4&Prime;][vc_column_text css=\u00a0\u00bb.vc_custom_1758013654205{background-color: #f4f4f4 !important;}\u00a0\u00bb]Les analyses statistiques multivari\u00e9es descriptives et explicatives sont aujourd\u2019hui largement utilis\u00e9es dans de nombreux&hellip;<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-3706","page","type-page","status-publish","hentry","description-off"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.6 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Uniwin - FRANCESTAT<\/title>\n<meta name=\"description\" content=\"Analyses de donn\u00e9es multivari\u00e9es et apprentissage machine avec Uniwin, add-on \u00e0 STATGRAPHICS Centurion.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/francestat.com\/index.php\/uniwin-2\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Uniwin - FRANCESTAT\" \/>\n<meta property=\"og:description\" content=\"Analyses de donn\u00e9es multivari\u00e9es et apprentissage machine avec Uniwin, add-on \u00e0 STATGRAPHICS Centurion.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/francestat.com\/index.php\/uniwin-2\/\" \/>\n<meta property=\"og:site_name\" content=\"FRANCESTAT\" \/>\n<meta property=\"article:modified_time\" content=\"2026-04-09T07:43:52+00:00\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Dur\u00e9e de lecture estim\u00e9e\" \/>\n\t<meta name=\"twitter:data1\" content=\"5 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/francestat.com\\\/index.php\\\/uniwin-2\\\/\",\"url\":\"https:\\\/\\\/francestat.com\\\/index.php\\\/uniwin-2\\\/\",\"name\":\"Uniwin - FRANCESTAT\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/francestat.com\\\/#website\"},\"datePublished\":\"2020-10-21T12:43:57+00:00\",\"dateModified\":\"2026-04-09T07:43:52+00:00\",\"description\":\"Analyses de donn\u00e9es multivari\u00e9es et apprentissage machine avec Uniwin, add-on \u00e0 STATGRAPHICS Centurion.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/francestat.com\\\/index.php\\\/uniwin-2\\\/#breadcrumb\"},\"inLanguage\":\"fr-FR\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/francestat.com\\\/index.php\\\/uniwin-2\\\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/francestat.com\\\/index.php\\\/uniwin-2\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Accueil\",\"item\":\"https:\\\/\\\/francestat.com\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Uniwin\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/francestat.com\\\/#website\",\"url\":\"https:\\\/\\\/francestat.com\\\/\",\"name\":\"FRANCESTAT\",\"description\":\"Logiciels, formations et services statistiques\",\"publisher\":{\"@id\":\"https:\\\/\\\/francestat.com\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/francestat.com\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"fr-FR\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/francestat.com\\\/#organization\",\"name\":\"FRANCESTAT\",\"url\":\"https:\\\/\\\/francestat.com\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"fr-FR\",\"@id\":\"https:\\\/\\\/francestat.com\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/francestat.com\\\/wp-content\\\/uploads\\\/2018\\\/05\\\/logo_horizontal_small_francestat.jpg\",\"contentUrl\":\"https:\\\/\\\/francestat.com\\\/wp-content\\\/uploads\\\/2018\\\/05\\\/logo_horizontal_small_francestat.jpg\",\"width\":155,\"height\":51,\"caption\":\"FRANCESTAT\"},\"image\":{\"@id\":\"https:\\\/\\\/francestat.com\\\/#\\\/schema\\\/logo\\\/image\\\/\"}}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Uniwin - FRANCESTAT","description":"Analyses de donn\u00e9es multivari\u00e9es et apprentissage machine avec Uniwin, add-on \u00e0 STATGRAPHICS Centurion.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/francestat.com\/index.php\/uniwin-2\/","og_locale":"fr_FR","og_type":"article","og_title":"Uniwin - FRANCESTAT","og_description":"Analyses de donn\u00e9es multivari\u00e9es et apprentissage machine avec Uniwin, add-on \u00e0 STATGRAPHICS Centurion.","og_url":"https:\/\/francestat.com\/index.php\/uniwin-2\/","og_site_name":"FRANCESTAT","article_modified_time":"2026-04-09T07:43:52+00:00","twitter_card":"summary_large_image","twitter_misc":{"Dur\u00e9e de lecture estim\u00e9e":"5 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/francestat.com\/index.php\/uniwin-2\/","url":"https:\/\/francestat.com\/index.php\/uniwin-2\/","name":"Uniwin - FRANCESTAT","isPartOf":{"@id":"https:\/\/francestat.com\/#website"},"datePublished":"2020-10-21T12:43:57+00:00","dateModified":"2026-04-09T07:43:52+00:00","description":"Analyses de donn\u00e9es multivari\u00e9es et apprentissage machine avec Uniwin, add-on \u00e0 STATGRAPHICS Centurion.","breadcrumb":{"@id":"https:\/\/francestat.com\/index.php\/uniwin-2\/#breadcrumb"},"inLanguage":"fr-FR","potentialAction":[{"@type":"ReadAction","target":["https:\/\/francestat.com\/index.php\/uniwin-2\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/francestat.com\/index.php\/uniwin-2\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Accueil","item":"https:\/\/francestat.com\/"},{"@type":"ListItem","position":2,"name":"Uniwin"}]},{"@type":"WebSite","@id":"https:\/\/francestat.com\/#website","url":"https:\/\/francestat.com\/","name":"FRANCESTAT","description":"Logiciels, formations et services statistiques","publisher":{"@id":"https:\/\/francestat.com\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/francestat.com\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"fr-FR"},{"@type":"Organization","@id":"https:\/\/francestat.com\/#organization","name":"FRANCESTAT","url":"https:\/\/francestat.com\/","logo":{"@type":"ImageObject","inLanguage":"fr-FR","@id":"https:\/\/francestat.com\/#\/schema\/logo\/image\/","url":"https:\/\/francestat.com\/wp-content\/uploads\/2018\/05\/logo_horizontal_small_francestat.jpg","contentUrl":"https:\/\/francestat.com\/wp-content\/uploads\/2018\/05\/logo_horizontal_small_francestat.jpg","width":155,"height":51,"caption":"FRANCESTAT"},"image":{"@id":"https:\/\/francestat.com\/#\/schema\/logo\/image\/"}}]}},"_links":{"self":[{"href":"https:\/\/francestat.com\/index.php\/wp-json\/wp\/v2\/pages\/3706","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/francestat.com\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/francestat.com\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/francestat.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/francestat.com\/index.php\/wp-json\/wp\/v2\/comments?post=3706"}],"version-history":[{"count":279,"href":"https:\/\/francestat.com\/index.php\/wp-json\/wp\/v2\/pages\/3706\/revisions"}],"predecessor-version":[{"id":7262,"href":"https:\/\/francestat.com\/index.php\/wp-json\/wp\/v2\/pages\/3706\/revisions\/7262"}],"wp:attachment":[{"href":"https:\/\/francestat.com\/index.php\/wp-json\/wp\/v2\/media?parent=3706"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}