{"id":142666,"date":"2022-07-22T18:22:59","date_gmt":"2022-07-22T23:22:59","guid":{"rendered":"https:\/\/lifeboat.com\/blog\/2022\/07\/causal-inference-when-treatments-are-continuous-variables"},"modified":"2022-07-22T18:22:59","modified_gmt":"2022-07-22T23:22:59","slug":"causal-inference-when-treatments-are-continuous-variables","status":"publish","type":"post","link":"https:\/\/lifeboat.com\/blog\/2022\/07\/causal-inference-when-treatments-are-continuous-variables","title":{"rendered":"Causal inference when treatments are continuous variables"},"content":{"rendered":"<p><a class=\"aligncenter blog-photo\" href=\"https:\/\/lifeboat.com\/blog.images\/causal-inference-when-treatments-are-continuous-variables3.jpg\"><\/a><\/p>\n<p>At ICML, Amazon scientists presented a paper proposing a new way to estimate the effects of continuously varied <i>treatment <\/i>\u2014one that uses an end-to-end machine le\u2026 See more.<\/p>\n<hr>\n<p>Combining a cutting-edge causal-inference technique and end-to-end machine learning reduces root-mean-square error by 27% to 38%.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>At ICML, Amazon scientists presented a paper proposing a new way to estimate the effects of continuously varied treatment \u2014one that uses an end-to-end machine le\u2026 See more. Combining a cutting-edge causal-inference technique and end-to-end machine learning reduces root-mean-square error by 27% to 38%.<\/p>\n","protected":false},"author":359,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[6],"tags":[],"class_list":["post-142666","post","type-post","status-publish","format-standard","hentry","category-robotics-ai"],"_links":{"self":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/142666","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/users\/359"}],"replies":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/comments?post=142666"}],"version-history":[{"count":0,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/142666\/revisions"}],"wp:attachment":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/media?parent=142666"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/categories?post=142666"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/tags?post=142666"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}