{"id":4476,"date":"2026-07-29T16:52:46","date_gmt":"2026-07-29T14:52:46","guid":{"rendered":"https:\/\/ellistat.com\/?post_type=guide-dutilisateur&#038;p=4476"},"modified":"2026-07-30T10:28:00","modified_gmt":"2026-07-30T08:28:00","slug":"choose-your-analysis","status":"publish","type":"guide-dutilisateur","link":"https:\/\/ellistat.com\/en\/guide-dutilisateur\/choisir-son-analyse\/","title":{"rendered":"Choose Your Analysis"},"content":{"rendered":"<p class=\"wp-block-paragraph\">The menu offers six tests. The choice depends primarily on the&nbsp;<strong>the nature of your variables<\/strong>, following the question asked.<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><td><strong>Your variables are\u2026<\/strong><\/td><td><strong>Your question<\/strong><\/td><td><strong>Analysis<\/strong><\/td><\/tr><\/thead><tbody><tr><td>All quantitative<\/td><td>How are my traits related?<\/td><td>ACP<\/td><\/tr><tr><td>All qualitative<\/td><td>Which terms go together?<\/td><td>ACM<\/td><\/tr><tr><td>Mixed<\/td><td>Both at the same time<\/td><td>FAMD<\/td><\/tr><tr><td>All quantitative<\/td><td>Is this piece unusual, taking all its characteristics into account?<\/td><td>Hotelling's T\u00b2<\/td><\/tr><tr><td>Quantitative<\/td><td>Can I group my individuals into families?<\/td><td>Unsupervised classification<\/td><\/tr><tr><td>Quantitative<\/td><td>What is the structure of the neighborhood, without specifying the number of families?<\/td><td>Dendrogram<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\ud83d\udca1 ACP, ACM, and FAMD are all part of the same family of analyses. If you select only quantitative variables in FAMD, you will get\u00a0<strong>exactly<\/strong>\u00a0the result of the PCA. Use the FAMD as soon as an attribute needs to be included in the analysis.<\/p>","protected":false},"featured_media":0,"menu_order":20,"template":"","meta":{"_acf_changed":true},"menu-guide-dutilisateur":[40],"class_list":["post-4476","guide-dutilisateur","type-guide-dutilisateur","status-publish","hentry","menu-guide-dutilisateur-6-statistiques-multivariees"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Choisir son analyse - Ellistat<\/title>\n<meta name=\"description\" content=\"D\u00e9couvrez comment le module Data Analysis d&#039;Ellistat identifie l&#039;origine des d\u00e9rives qualit\u00e9 gr\u00e2ce \u00e0 l&#039;analyse statistique multivari\u00e9e.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/ellistat.com\/en\/users-guide\/choose-your-analysis\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Choisir son analyse - 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