{"id":7,"date":"2010-05-01T00:00:18","date_gmt":"2010-05-01T00:00:18","guid":{"rendered":"http:\/\/pageperso.math.univ-toulouse.fr\/reference\/?p=7"},"modified":"2013-10-22T15:05:55","modified_gmt":"2013-10-22T15:05:55","slug":"splsa-da-added","status":"publish","type":"post","link":"https:\/\/perso.math.univ-toulouse.fr\/mixomics\/2010\/05\/01\/splsa-da-added\/","title":{"rendered":"(s)PLS-DA added"},"content":{"rendered":"<ul>\n<li><code>plsda<\/code> and\u00a0<code>splsda<\/code> functions are implemented to perform\u00a0PLS Discriminant Analysis (PLS-DA) and sparse PLS-DA respectively<\/li>\n<li><code>breast.tumors<\/code> data set is\u00a0introduced to illustrate the\u00a0(s)PLS-DA<\/li>\n<li><strong>PCA<\/strong> can also been performed with\u00a0<strong>missing values<\/strong> using the NIPALS algorithm and\u00a0<strong>3D plots<\/strong> are also available for PCA<\/li>\n<li><strong>Network<\/strong> (updated) to display relevant associations between variables for (r)CCA and (s)PLS, with a new similarity function<\/li>\n<li>A new similarity measure has been included in\u00a0<code>cim<\/code> function and the arguments\u00a0<code>hclusfunc<\/code>and\u00a0<code>distfunc <\/code>to display\u00a0Clustered image maps\u00a0(<strong>heatmaps)<\/strong><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>plsda and\u00a0splsda functions are implemented to perform\u00a0PLS Discriminant Analysis (PLS-DA) and sparse PLS-DA respectively breast.tumors data set is\u00a0introduced to illustrate the\u00a0(s)PLS-DA PCA can also been performed with\u00a0missing values using the NIPALS algorithm and\u00a03D plots are also available for PCA Network (updated) to display relevant associations between variables for (r)CCA and (s)PLS, with a new similarity [&hellip;]<\/p>\n","protected":false},"author":44,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[9,1,3,4,6,5],"tags":[],"class_list":["post-7","post","type-post","status-publish","format-standard","hentry","category-case-studies","category-graphics","category-methods-2","category-news","category-publications","category-research"],"_links":{"self":[{"href":"https:\/\/perso.math.univ-toulouse.fr\/mixomics\/wp-json\/wp\/v2\/posts\/7","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/perso.math.univ-toulouse.fr\/mixomics\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/perso.math.univ-toulouse.fr\/mixomics\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/perso.math.univ-toulouse.fr\/mixomics\/wp-json\/wp\/v2\/users\/44"}],"replies":[{"embeddable":true,"href":"https:\/\/perso.math.univ-toulouse.fr\/mixomics\/wp-json\/wp\/v2\/comments?post=7"}],"version-history":[{"count":6,"href":"https:\/\/perso.math.univ-toulouse.fr\/mixomics\/wp-json\/wp\/v2\/posts\/7\/revisions"}],"predecessor-version":[{"id":1026,"href":"https:\/\/perso.math.univ-toulouse.fr\/mixomics\/wp-json\/wp\/v2\/posts\/7\/revisions\/1026"}],"wp:attachment":[{"href":"https:\/\/perso.math.univ-toulouse.fr\/mixomics\/wp-json\/wp\/v2\/media?parent=7"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/perso.math.univ-toulouse.fr\/mixomics\/wp-json\/wp\/v2\/categories?post=7"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/perso.math.univ-toulouse.fr\/mixomics\/wp-json\/wp\/v2\/tags?post=7"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}