{"id":211,"date":"2026-02-04T17:46:24","date_gmt":"2026-02-04T17:46:06","guid":{"rendered":"https:\/\/www.ebi.ac.uk\/training\/online\/courses\/getting-started-linear-models\/test\/"},"modified":"2026-02-05T14:40:46","modified_gmt":"2026-02-05T14:40:46","slug":"learning-linear-models","status":"publish","type":"page","link":"https:\/\/www.ebi.ac.uk\/training\/online\/courses\/getting-started-linear-models\/learning-linear-models\/","title":{"rendered":"Learning linear models step by step"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">The practical exercises are interactive and run on EMBL\u2019s web application. Once you start, you will be answering questions, writing and running code, and exploring biological data \u2013 all directly in your browser.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Don\u2019t worry if you are new to regression or just refreshing your skills; the lessons guide you step by step. The tutorial takes about 2\u20133 hours to complete, and you can work through it at your own pace rather than finishing it in one sitting.<br><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><img decoding=\"async\" class=\"wp-image-193\" style=\"width: 70px;\" src=\"http:\/\/www.ebi.ac.uk\/training\/online\/courses\/biostatistics-introduction\/wp-content\/uploads\/sites\/247\/2022\/09\/pencil-box.png\" alt=\"\"> <a href=\"https:\/\/shiny-portal.embl.de\/shinyapps\/app\/22_deploymentlinearmodels\" target=\"_blank\" rel=\"noreferrer noopener\">Go to Linear models (this will take you to embl.de)<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Continue to the final pages of this collection to provide feedback, explore resources for further learning and references.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n","protected":false},"excerpt":{"rendered":"<p>The practical exercises are interactive and run on EMBL\u2019s web application. Once you start, you will be answering questions, writing and running code, and exploring biological data \u2013 all directly in your browser. Don\u2019t worry if you are new to regression or just refreshing your skills; the lessons guide you step by step. The tutorial&#8230;<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":2,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-211","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/www.ebi.ac.uk\/training\/online\/courses\/getting-started-linear-models\/wp-json\/wp\/v2\/pages\/211","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.ebi.ac.uk\/training\/online\/courses\/getting-started-linear-models\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.ebi.ac.uk\/training\/online\/courses\/getting-started-linear-models\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.ebi.ac.uk\/training\/online\/courses\/getting-started-linear-models\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.ebi.ac.uk\/training\/online\/courses\/getting-started-linear-models\/wp-json\/wp\/v2\/comments?post=211"}],"version-history":[{"count":6,"href":"https:\/\/www.ebi.ac.uk\/training\/online\/courses\/getting-started-linear-models\/wp-json\/wp\/v2\/pages\/211\/revisions"}],"predecessor-version":[{"id":261,"href":"https:\/\/www.ebi.ac.uk\/training\/online\/courses\/getting-started-linear-models\/wp-json\/wp\/v2\/pages\/211\/revisions\/261"}],"wp:attachment":[{"href":"https:\/\/www.ebi.ac.uk\/training\/online\/courses\/getting-started-linear-models\/wp-json\/wp\/v2\/media?parent=211"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}