{"id":630,"date":"2019-09-30T21:52:17","date_gmt":"2019-09-30T12:52:17","guid":{"rendered":"https:\/\/info.zanet.biz\/?p=630"},"modified":"2019-10-18T19:37:43","modified_gmt":"2019-10-18T10:37:43","slug":"bayesian-meta-analysis-of-dta-with-imperfect-reference-standard","status":"publish","type":"post","link":"https:\/\/info.zanet.biz\/?p=630","title":{"rendered":"Bayesian meta-analysis of DTA with imperfect reference standard"},"content":{"rendered":"\n<p>\u8a3a\u65ad\u7cbe\u5ea6\u7814\u7a76Diagnostic Test Accuracy (DTA) Study\u3067\u306f\u53c2\u7167\u57fa\u6e96\u304c\u5b8c\u5168\u3067\u3042\u308b\u3053\u3068\u3001\u3059\u306a\u308f\u3061\u53c2\u7167\u57fa\u6e96\u306e\u611f\u5ea6\u30fb\u7279\u7570\u5ea6\u304c100%\u3067\u3042\u308b\u3053\u3068\u3092\u524d\u63d0\u3068\u3057\u3066\u3001\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u8a3a\u65ad\u6cd5\u306e\u611f\u5ea6\u30fb\u7279\u7570\u5ea6\u3092\u6c42\u3081\u3066\u3044\u308b\u304c\u3001\u5b9f\u969b\u306b\u306f\u53c2\u7167\u57fa\u6e96\u304c\u4e0d\u5b8c\u5168\u306a\u5834\u5408\u304c\u591a\u3044\u3002 \u53c2\u7167\u57fa\u6e96\u304c\u4e0d\u5b8c\u5168\u306a\u5834\u5408\u306b\u306f\u3001\u53c2\u7167\u57fa\u6e96\u3067\u967d\u6027\u3068\u5224\u5b9a\u3055\u308c\u305f\u4f8b\u306b\u306f\u3001\u507d\u967d\u6027\u306e\u4f8b\u304c\u542b\u307e\u308c\u308b\u305f\u3081\u75be\u60a3\u7fa4\u306b\u306f\u975e\u75be\u60a3\u7fa4\u306e\u4e00\u90e8\u304c\u542b\u307e\u308c\u308b\u3068\u3068\u3082\u306b\u3001\u9670\u6027\u3068\u5224\u5b9a\u3055\u308c\u305f\u4f8b\u306b\u306f\u3001\u507d\u9670\u6027\u306e\u4f8b\u304c\u542b\u307e\u308c\u308b\u305f\u3081\u975e\u75be\u60a3\u7fa4\u306b\u75be\u60a3\u7fa4\u306e\u4e00\u90e8\u304c\u542b\u307e\u308c\u3066\u3057\u307e\u3046\u3002\u305d\u306e\u305f\u3081\u3001\u6709\u75c5\u7387\u3092\u76f4\u63a5\u77e5\u308b\u3053\u3068\u304c\u3067\u304d\u306a\u304f\u306a\u308b\u3068\u3068\u3082\u306b\u3001\u53c2\u7167\u57fa\u6e96\u3067\u5206\u985e\u3055\u308c\u305f\u75be\u60a3\u7fa4\u3001\u975e\u75be\u60a3\u7fa4\u306b\u304a\u3051\u308b\u8a55\u4fa1\u8a3a\u65ad\u6cd5\u306e\u611f\u5ea6\u30fb\u7279\u7570\u5ea6\u306f\u771f\u306e\u5024\u306e\u63a8\u5b9a\u5024\u3068\u306f\u306a\u308a\u3048\u306a\u3044\u3053\u3068\u306b\u306a\u308b\u3002 <\/p>\n\n\n\n<p>\u307e\u305f\u3001\u30e1\u30bf\u30a2\u30ca\u30ea\u30b7\u30b9\u3067\u611f\u5ea6\u30fb\u7279\u7570\u5ea6\u306e\u7d71\u5408\u5024\u3092\u7b97\u51fa\u3059\u308b\u5834\u5408\u3001\u7814\u7a76\u306b\u3088\u3063\u3066\u7570\u306a\u308b\u53c2\u7167\u57fa\u6e96\u304c\u7528\u3044\u3089\u308c\u3066\u3044\u308b\u5834\u5408\u3082\u3042\u308b\u3002\u307e\u305f\u3001\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u8a3a\u65ad\u6cd5\u3068\u53c2\u7167\u57fa\u6e96\u306e\u9593\u306b\u76f8\u95a2\u304c\u3042\u308b\u5834\u5408\u306f\u305d\u308c\u306b\u3088\u308b\u5024\u306e\u8abf\u6574\u304c\u5fc5\u8981\u3067\u3042\u308b\u3002\u3053\u306e\u3088\u3046\u306a\u5834\u5408\u306b\u5bfe\u51e6\u53ef\u80fd\u306a\u3001\u30d9\u30a4\u30b8\u30a2\u30f3\u30a2\u30d7\u30ed\u30fc\u30c1\u306b\u3088\u308b\u30e1\u30bf\u30a2\u30ca\u30ea\u30b7\u30b9\u306e\u624b\u6cd5\u3001BUGS\u30b3\u30fc\u30c9\u3001R\u30b9\u30af\u30ea\u30d7\u30c8\u304cDendukuri N\u3089\u306b\u3088\u3063\u3066\u5831\u544a\u3055\u308c\u3066\u3044\u308b\u3002Nandini Dendukuri\u306f\u81ea\u8eab\u306e<a href=\"https:\/\/www.nandinidendukuri.com\/\">\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8<\/a>\u3067\u3053\u308c\u3089\u306e\u60c5\u5831\u3092\u516c\u958b\u3057\u3066\u3044\u308b\u3002 <\/p>\n\n\n\n<p>Dendukuri N, Schiller I, Joseph L, Pai M: Bayesian meta-analysis of the accuracy of a test for tuberculous pleuritis in the absence of a gold standard reference. Biometrics 2012;68:1285-93. PMID: <a href=\"https:\/\/www.ncbi.nlm.nih.gov\/pubmed\/?term=22568612[uid]\">22568612<\/a><br><br>Dendukuri N, Joseph L: Bayesian approaches to modeling the conditional dependence between multiple diagnostic tests. Biometrics 2001;57:158-67. PMID: <a href=\"https:\/\/www.ncbi.nlm.nih.gov\/pubmed\/?term=11252592[uid]\">11252592<\/a><\/p>\n\n\n\n<p> \u5f7c\u5973\u306e\u4f5c\u6210\u3057\u305fBUGS\u30b3\u30fc\u30c9\u3001R\u30b9\u30af\u30ea\u30d7\u30c8\u306b\u3055\u3089\u306b\u3001Forest plot\u3092\u4f5c\u6210\u3059\u308bR\u30b9\u30af\u30ea\u30d7\u30c8\u3092\u8ffd\u52a0\u3057\u3001\u30c7\u30fc\u30bf\u3092Excel\u3067\u7528\u610f\u3059\u308c\u3070\u3001\u4e00\u5ea6\u306b\u89e3\u6790\u3092\u5b9f\u884c\u3057\u3001\u7d50\u679c\u3092\u51fa\u529b\u3059\u308b\u30a6\u30a7\u30d6\u30c4\u30fc\u30eb\u3092\u7528\u610f\u3057\u305f\u3002<a href=\"https:\/\/stat.zanet.biz\/useRs\/\">useRs<\/a>\u306e\u30e1\u30bf\u30a2\u30ca\u30ea\u30b7\u30b9\u306e#5. Dendukuri N\u306e\u30e2\u30c7\u30eb\u3092\u7528\u3044\u308bR\u3001BRugs\u3001OpenBUGS\u306b\u3088\u308b\u8a3a\u65ad\u7cbe\u5ea6\uff08Diagnostic Test Accuracy, DTA)\u7814\u7a76\u306e\u30d9\u30a4\u30b8\u30a2\u30f3\u30e1\u30bf\u30a2\u30ca\u30ea\u30b7\u30b9\u3067\u3042\u308b\u3002\u5b9f\u969b\u306e\u30c7\u30fc\u30bf\u51e6\u7406\u306f\u81ea\u5206\u306ePC\u3067R\u3068OpenBUGS\u3067\u884c\u3046\u306e\u3067\u3001\u3042\u3089\u304b\u3058\u3081R\u3068OpenBUGS\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u304c\u5fc5\u8981\u3067\u3001\u3055\u3089\u306bR\u306e\u30d1\u30c3\u30b1\u30fc\u30b8\u3067tcltk2\u3001BRugs\u3001forestplot\u304c\u5fc5\u8981\u3067\u3042\u308b\u3002\u3053\u308c\u3089\u306e\u30d1\u30c3\u30b1\u30fc\u30b8\u306fP\u306e\u30b9\u30af\u30ea\u30d7\u30c8\u3092\u6700\u521d\u306bR\u3067\u5b9f\u884c\u3059\u308c\u3070\u81ea\u52d5\u3067\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3066\u304f\u308c\u308b\u3002 \u3053\u308c\u3089\u306e\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u4f5c\u8005\u305d\u306e\u4ed6\u306e\u60c5\u5831\u306b\u3064\u3044\u3066\u306fuseRs\u3092\u53c2\u7167\u3057\u3066\u3044\u305f\u3060\u304d\u305f\u3044\u3002<\/p>\n\n\n\n<p>\u3053\u308c\u3089\u306b\u3064\u3044\u3066\u306f\u4ee5\u524d\u3001\u56fd\u969b\u533b\u5b66\u60c5\u5831\u30bb\u30f3\u30bf\u30fc\u306e\u533b\u5b66\u60c5\u5831\u8a8c\u306e<a href=\"https:\/\/www.imic.or.jp\/member\/imic\/\">\u3042\u3044\u307f\u3063\u304f<\/a>\u306b\u767a\u8868\u3057\u3066\u3044\u308b\u306e\u3067\u305d\u308c\u3089\u3082\u53c2\u7167\u3055\u308c\u305f\u3044\u3002<br>\u68ee\u5be6\u654f\u592b\uff1a\u533b\u5b66\u7d71\u8a08\u5b66\u30b7\u30ea\u30fc\u30ba\u7b2c46\u56de R\u3068OpenBUGS\u306b\u3088\u308b\u8a3a\u65ad\u6cd5\u306e\u30d9\u30a4\u30b8\u30a2\u30f3\u30e1\u30bf\u30a2\u30ca\u30ea\u30b7\u30b9\u304b\u3089Forest plot\u4f5c\u6210\u307e\u3067\u30022018\u5e746\u6708\u3002 <br> \u68ee\u5be6\u654f\u592b\uff1a\u533b\u5b66\u7d71\u8a08\u5b66\u30b7\u30ea\u30fc\u30ba\u3000\u7b2c26\u56de\u3000\u53c2\u7167\u57fa\u6e96\u304c\u4e0d\u5b8c\u5168\u306a\u5834\u5408\u306e\u8a3a\u65ad\u6cd5\u306e\u30e1\u30bf\u30a2\u30ca\u30ea\u30b7\u30b9\u30022013\u5e749\u6708\u3002 <br> \u68ee\u5be6\u654f\u592b\uff1a\u533b\u5b66\u7d71\u8a08\u5b66\u30b7\u30ea\u30fc\u30ba\u3000\u7b2c25\u56de\u3000\u8a3a\u65ad\u6cd5\u306e\u30d9\u30a4\u30b8\u30a2\u30f3\u30e1\u30bf\u30a2\u30ca\u30ea\u30b7\u30b9\u30022013\u5e746\u6708\u3002 <\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u8a3a\u65ad\u7cbe\u5ea6\u7814\u7a76Diagnostic Test Accuracy (DTA) Study\u3067\u306f\u53c2\u7167\u57fa\u6e96\u304c\u5b8c\u5168\u3067\u3042\u308b\u3053\u3068\u3001\u3059\u306a\u308f\u3061\u53c2\u7167\u57fa\u6e96\u306e\u611f\u5ea6\u30fb\u7279\u7570\u5ea6\u304c100%\u3067\u3042\u308b\u3053\u3068\u3092\u524d\u63d0\u3068\u3057\u3066\u3001\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u8a3a\u65ad\u6cd5\u306e\u611f\u5ea6\u30fb\u7279\u7570\u5ea6\u3092\u6c42\u3081\u3066\u3044 &hellip; <a href=\"https:\/\/info.zanet.biz\/?p=630\" class=\"more-link\"><span class=\"screen-reader-text\">&#8220;Bayesian meta-analysis of DTA with imperfect reference standard&#8221; \u306e<\/span>\u7d9a\u304d\u3092\u8aad\u3080<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[5,32,2],"tags":[],"class_list":["post-630","post","type-post","status-publish","format-standard","hentry","category-cpg","category-statistics","category-sr"],"_links":{"self":[{"href":"https:\/\/info.zanet.biz\/index.php?rest_route=\/wp\/v2\/posts\/630","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/info.zanet.biz\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/info.zanet.biz\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/info.zanet.biz\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/info.zanet.biz\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=630"}],"version-history":[{"count":3,"href":"https:\/\/info.zanet.biz\/index.php?rest_route=\/wp\/v2\/posts\/630\/revisions"}],"predecessor-version":[{"id":634,"href":"https:\/\/info.zanet.biz\/index.php?rest_route=\/wp\/v2\/posts\/630\/revisions\/634"}],"wp:attachment":[{"href":"https:\/\/info.zanet.biz\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=630"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/info.zanet.biz\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=630"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/info.zanet.biz\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=630"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}