{"id":104,"date":"2020-04-28T10:55:24","date_gmt":"2020-04-28T10:55:24","guid":{"rendered":"http:\/\/www.ebi.ac.uk\/training\/online\/courses\/getting-started-linear-models\/references\/"},"modified":"2026-02-05T14:41:57","modified_gmt":"2026-02-05T14:41:57","slug":"references","status":"publish","type":"page","link":"https:\/\/www.ebi.ac.uk\/training\/online\/courses\/getting-started-linear-models\/references\/","title":{"rendered":"References"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\"><strong>Books:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Gelman, A., &amp; Hill, J. (2006). Data Analysis Using Regression and Multilevel\/Hierarchical Models. Cambridge: Cambridge University Press.<\/li>\n\n\n\n<li>Wheelan, Charles. Naked Statistics (2012)<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Teaching Materials<\/strong>:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Lecture 5, \u201c<a href=\"https:\/\/epfl-ada.github.io\/teaching\/\" target=\"_blank\" rel=\"noreferrer noopener\">Regression Analysis for Disentangling Data<\/a>,\u201d from ADA (Applied Data Analysis at EPFL) by Robert West and Maria Brbic.<\/li>\n\n\n\n<li><a href=\"https:\/\/github.com\/epfml\/ML_course\" target=\"_blank\" rel=\"noreferrer noopener\">EPFL Machine Learning Course<\/a>.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Data:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>The mouse data example is inspired from <a href=\"https:\/\/rafalab.github.io\/pages\/harvardx.html\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/rafalab.github.io\/pages\/harvardx.html<\/a><\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Books: Teaching Materials: Data:<\/p>\n","protected":false},"author":6,"featured_media":0,"parent":0,"menu_order":8,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-104","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\/104","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\/6"}],"replies":[{"embeddable":true,"href":"https:\/\/www.ebi.ac.uk\/training\/online\/courses\/getting-started-linear-models\/wp-json\/wp\/v2\/comments?post=104"}],"version-history":[{"count":2,"href":"https:\/\/www.ebi.ac.uk\/training\/online\/courses\/getting-started-linear-models\/wp-json\/wp\/v2\/pages\/104\/revisions"}],"predecessor-version":[{"id":263,"href":"https:\/\/www.ebi.ac.uk\/training\/online\/courses\/getting-started-linear-models\/wp-json\/wp\/v2\/pages\/104\/revisions\/263"}],"wp:attachment":[{"href":"https:\/\/www.ebi.ac.uk\/training\/online\/courses\/getting-started-linear-models\/wp-json\/wp\/v2\/media?parent=104"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}