{"id":724,"date":"2014-05-19T20:39:09","date_gmt":"2014-05-19T19:39:09","guid":{"rendered":"https:\/\/blogs.bmj.com\/adc\/?p=724"},"modified":"2014-05-19T16:51:32","modified_gmt":"2014-05-19T15:51:32","slug":"statsminiblog-roc-plots","status":"publish","type":"post","link":"https:\/\/blogs.bmj.com\/adc\/2014\/05\/19\/statsminiblog-roc-plots\/","title":{"rendered":"StatsMiniBlog: ROC plots"},"content":{"rendered":"<p>A (while ago) we <a href=\"http:\/\/ep.bmj.com\/content\/95\/5\/165.full\">published an explanatory page about ROC plots in the Education and Practice journal<\/a>. There are a few great reasons why we should replicate it here:<\/p>\n<p>1. So people can read it more easily<\/p>\n<p>2. Because it fits into the stuttering series on diagnostics<\/p>\n<p>3. It saves me having to write the same thing in different words.<\/p>\n<p><!--more--><\/p>\n<p>But what is a ROC plot? It&#8217;s a graph which uses the &#8216;receiver operating characteristic&#8217; space &#8212; that is, how the sensitivity of a dichotomous test varies with the specificity &#8212; to produce an overview of one, or more, diagnostic test accuracy studies.<\/p>\n<p>The following should explain it &#8230;<\/p>\n<p>&nbsp;<\/p>\n<p><a href=\"https:\/\/blogs.bmj.com\/adc\/files\/2013\/09\/Picture1.jpg\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-927\" src=\"https:\/\/blogs.bmj.com\/adc\/files\/2013\/09\/Picture1.jpg\" alt=\"Picture1\" width=\"769\" height=\"887\" srcset=\"https:\/\/blogs.bmj.com\/adc\/files\/2013\/09\/Picture1.jpg 769w, https:\/\/blogs.bmj.com\/adc\/files\/2013\/09\/Picture1-260x300.jpg 260w\" sizes=\"auto, (max-width: 769px) 100vw, 769px\" \/><\/a><\/p>\n<p>&nbsp;<\/p>\n<p>.. but if its doesn&#8217;t, why not leave a comment of tweet a question to @ADC_BMJ and we&#8217;ll try to answer, annotate and acknowledge* your contribution!<\/p>\n<p>&#8211; Archi<\/p>\n<p>&nbsp;<\/p>\n<p>(* Do you think anyone can tell I&#8217;ve been on a rhetoricician&#8217;s training day? **)<\/p>\n<p>(** You don&#8217;t have to answer that.)<!--TrendMD v2.4.8--><\/p>\n","protected":false},"excerpt":{"rendered":"<p>A (while ago) we published an explanatory page about ROC plots in the Education and Practice journal. There are a few great reasons why we should replicate it here: 1. So people can read it more easily 2. Because it fits into the stuttering series on diagnostics 3. It saves me having to write the [&#8230;]<\/p>\n<p><a class=\"btn btn-secondary understrap-read-more-link\" href=\"https:\/\/blogs.bmj.com\/adc\/2014\/05\/19\/statsminiblog-roc-plots\/\">Read More&#8230;<\/a><\/p>\n","protected":false},"author":7,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[81,2676],"tags":[],"class_list":["post-724","post","type-post","status-publish","format-standard","hentry","category-diagnostics","category-stats"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>StatsMiniBlog: ROC plots - ADC Online Blog<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/blogs.bmj.com\/adc\/2014\/05\/19\/statsminiblog-roc-plots\/\" \/>\n<meta property=\"og:locale\" content=\"en_GB\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"StatsMiniBlog: ROC plots - ADC Online Blog\" \/>\n<meta property=\"og:description\" content=\"A (while ago) we published an explanatory page about ROC plots in the Education and Practice journal. There are a few great reasons why we should replicate it here: 1. So people can read it more easily 2. Because it fits into the stuttering series on diagnostics 3. It saves me having to write the [...]Read More...\" \/>\n<meta property=\"og:url\" content=\"https:\/\/blogs.bmj.com\/adc\/2014\/05\/19\/statsminiblog-roc-plots\/\" \/>\n<meta property=\"og:site_name\" content=\"ADC Online Blog\" \/>\n<meta property=\"article:published_time\" content=\"2014-05-19T19:39:09+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/blogs.bmj.com\/adc\/files\/2013\/09\/Picture1.jpg\" \/>\n<meta name=\"author\" content=\"Bob Phillips\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Bob Phillips\" \/>\n\t<meta name=\"twitter:label2\" content=\"Estimated reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/blogs.bmj.com\\\/adc\\\/2014\\\/05\\\/19\\\/statsminiblog-roc-plots\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/blogs.bmj.com\\\/adc\\\/2014\\\/05\\\/19\\\/statsminiblog-roc-plots\\\/\"},\"author\":{\"name\":\"Bob Phillips\",\"@id\":\"https:\\\/\\\/blogs.bmj.com\\\/adc\\\/#\\\/schema\\\/person\\\/9e94029681ecf36e73bbd1eb2be2ef94\"},\"headline\":\"StatsMiniBlog: ROC plots\",\"datePublished\":\"2014-05-19T19:39:09+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/blogs.bmj.com\\\/adc\\\/2014\\\/05\\\/19\\\/statsminiblog-roc-plots\\\/\"},\"wordCount\":164,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\\\/\\\/blogs.bmj.com\\\/adc\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/blogs.bmj.com\\\/adc\\\/2014\\\/05\\\/19\\\/statsminiblog-roc-plots\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/blogs.bmj.com\\\/adc\\\/files\\\/2013\\\/09\\\/Picture1.jpg\",\"articleSection\":[\"diagnostics\",\"stats\"],\"inLanguage\":\"en-GB\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\\\/\\\/blogs.bmj.com\\\/adc\\\/2014\\\/05\\\/19\\\/statsminiblog-roc-plots\\\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/blogs.bmj.com\\\/adc\\\/2014\\\/05\\\/19\\\/statsminiblog-roc-plots\\\/\",\"url\":\"https:\\\/\\\/blogs.bmj.com\\\/adc\\\/2014\\\/05\\\/19\\\/statsminiblog-roc-plots\\\/\",\"name\":\"StatsMiniBlog: ROC plots - 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