{"id":2501,"date":"2022-08-05T08:13:00","date_gmt":"2022-08-05T08:13:00","guid":{"rendered":"https:\/\/csbweb.csb.pitt.edu\/Faculty\/benos\/?p=2501"},"modified":"2022-08-11T08:14:29","modified_gmt":"2022-08-11T08:14:29","slug":"congratulations-to-minxue-daniel-and-tyler-for-their-frontiers-paper","status":"publish","type":"post","link":"https:\/\/csbweb.csb.pitt.edu\/Faculty\/benos\/?p=2501","title":{"rendered":"Congratulations to Minxue, Daniel and Tyler for their Frontiers paper"},"content":{"rendered":"\n<p>A collaborative paper of three members of the Benos Lab was accepted for publication by the journal\u00a0<em>Frontiers in Epidemiology<\/em>. The paper\u00a0is entitled &#8220;Causal Discovery in High-dimensional, Multicollinear Datasets&#8221;. \u00a0As the title says, this paper addresses two important problems of causal discovery. Different methods for dimensionality reduction are compared on simulated data and the utility of the method is demonstrated in a real-life COVID-19 dataset, This represents is an important advance in the causal discovery field.<\/p>\n<p style=\"text-align: center;\">Congratulations Minxue, Daniel and Tyler!<\/p>\n<p style=\"text-align: center;\"><a href=\"https:\/\/csbweb.csb.pitt.edu\/Faculty\/benos\/wp-content\/uploads\/2022\/04\/IMG_4779_sm.jpg\">\u00a0 \u00a0<\/a><a href=\"https:\/\/csbweb.csb.pitt.edu\/Faculty\/benos\/wp-content\/uploads\/2015\/01\/MinxueJia100x140.jpg\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-1060\" src=\"https:\/\/csbweb.csb.pitt.edu\/Faculty\/benos\/wp-content\/uploads\/2015\/01\/MinxueJia100x140.jpg\" alt=\"\" width=\"100\" height=\"140\" \/>\u00a0 <\/a><a href=\"https:\/\/csbweb.csb.pitt.edu\/Faculty\/benos\/wp-content\/uploads\/2015\/01\/DanielYuan-e1533069778589-115x140.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-943\" src=\"https:\/\/csbweb.csb.pitt.edu\/Faculty\/benos\/wp-content\/uploads\/2015\/01\/DanielYuan-e1533069778589-115x140.png\" alt=\"\" width=\"115\" height=\"140\" \/><\/a><a href=\"https:\/\/csbweb.csb.pitt.edu\/Faculty\/benos\/wp-content\/uploads\/2015\/01\/MinxueJia100x140.jpg\">\u00a0 <\/a><a href=\"https:\/\/csbweb.csb.pitt.edu\/Faculty\/benos\/wp-content\/uploads\/2015\/01\/TylerLovelace100x140.jpg\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-1059\" src=\"https:\/\/csbweb.csb.pitt.edu\/Faculty\/benos\/wp-content\/uploads\/2015\/01\/TylerLovelace100x140.jpg\" alt=\"\" width=\"100\" height=\"140\" \/><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>A collaborative paper of three members of the Benos Lab was accepted for publication by the journal\u00a0Frontiers in Epidemiology. The paper\u00a0is entitled &#8220;Causal Discovery in High-dimensional, Multicollinear Datasets&#8221;. \u00a0As the title says, this paper addresses two important problems of causal discovery. Different methods for dimensionality reduction are compared on simulated &#8230;<\/p>\n<p> <a class=\"continue-reading-link\" href=\"https:\/\/csbweb.csb.pitt.edu\/Faculty\/benos\/?p=2501\"><span>Continue reading<\/span><i class=\"crycon-right-dir\"><\/i><\/a> <\/p>\n","protected":false},"author":3,"featured_media":2492,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3],"tags":[],"class_list":["post-2501","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news"],"_links":{"self":[{"href":"https:\/\/csbweb.csb.pitt.edu\/Faculty\/benos\/index.php?rest_route=\/wp\/v2\/posts\/2501","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/csbweb.csb.pitt.edu\/Faculty\/benos\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/csbweb.csb.pitt.edu\/Faculty\/benos\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/csbweb.csb.pitt.edu\/Faculty\/benos\/index.php?rest_route=\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/csbweb.csb.pitt.edu\/Faculty\/benos\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=2501"}],"version-history":[{"count":1,"href":"https:\/\/csbweb.csb.pitt.edu\/Faculty\/benos\/index.php?rest_route=\/wp\/v2\/posts\/2501\/revisions"}],"predecessor-version":[{"id":2502,"href":"https:\/\/csbweb.csb.pitt.edu\/Faculty\/benos\/index.php?rest_route=\/wp\/v2\/posts\/2501\/revisions\/2502"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/csbweb.csb.pitt.edu\/Faculty\/benos\/index.php?rest_route=\/wp\/v2\/media\/2492"}],"wp:attachment":[{"href":"https:\/\/csbweb.csb.pitt.edu\/Faculty\/benos\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=2501"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/csbweb.csb.pitt.edu\/Faculty\/benos\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=2501"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/csbweb.csb.pitt.edu\/Faculty\/benos\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=2501"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}