{"id":3060,"date":"2020-01-13T05:31:53","date_gmt":"2020-01-13T10:31:53","guid":{"rendered":"https:\/\/cyrussamii.com\/?p=3060"},"modified":"2020-01-13T05:31:55","modified_gmt":"2020-01-13T10:31:55","slug":"random-forests-as-kernel-estimators","status":"publish","type":"post","link":"https:\/\/cyrussamii.com\/?p=3060","title":{"rendered":"Random forests as kernel estimators"},"content":{"rendered":"<p>As per Athey et al. (2019, Annals of Statistics), random forests can be interpreted as kernel estimators. If you haven&#8217;t seen this before, here is a toy example: <a href=\"https:\/\/cdsamii.github.io\/cds-demos\/forest-weights\/forest-weights.html\"> .html <\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>As per Athey et al. (2019, Annals of Statistics), random forests can be interpreted as kernel estimators. If you haven&#8217;t seen this before, here is a toy example: .html<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-3060","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"_links":{"self":[{"href":"https:\/\/cyrussamii.com\/index.php?rest_route=\/wp\/v2\/posts\/3060","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/cyrussamii.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/cyrussamii.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/cyrussamii.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/cyrussamii.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=3060"}],"version-history":[{"count":3,"href":"https:\/\/cyrussamii.com\/index.php?rest_route=\/wp\/v2\/posts\/3060\/revisions"}],"predecessor-version":[{"id":3063,"href":"https:\/\/cyrussamii.com\/index.php?rest_route=\/wp\/v2\/posts\/3060\/revisions\/3063"}],"wp:attachment":[{"href":"https:\/\/cyrussamii.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=3060"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/cyrussamii.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=3060"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/cyrussamii.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=3060"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}