{"id":1598,"date":"2025-04-21T17:52:12","date_gmt":"2025-04-21T08:52:12","guid":{"rendered":"https:\/\/info.zanet.biz\/?p=1598"},"modified":"2025-05-30T17:51:12","modified_gmt":"2025-05-30T08:51:12","slug":"network-meta-analysis%e3%81%ae%e3%81%9f%e3%82%81%e3%81%ae%e3%83%87%e3%83%bc%e3%82%bf%e5%bd%a2%e5%bc%8f%e3%81%a8netmeta%e3%81%a7nma%e3%82%92%e5%ae%9f%e8%a1%8c","status":"publish","type":"post","link":"https:\/\/info.zanet.biz\/?p=1598","title":{"rendered":"Network Meta-analysis\u306e\u305f\u3081\u306e\u30c7\u30fc\u30bf\u5f62\u5f0f\u3068netmeta\u3067NMA\u3092\u5b9f\u884c"},"content":{"rendered":"\n<p>Network meta-analysis\u3067\u4f7f\u308f\u308c\u308b\u30c7\u30fc\u30bf\u5f62\u5f0f\u306b\u3064\u3044\u3066\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u8868\u73fe\u304c\u4e00\u822c\u7684\u3067\u3059\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>One row per study<\/strong>: \u3053\u306e\u5f62\u5f0f\u306f\u3001\u5404\u7814\u7a76\u304c1\u884c\u3067\u8868\u3055\u308c\u308b\u5834\u5408\u306b\u4f7f\u308f\u308c\u307e\u3059\u3002\u82f1\u8a9e\u3067\u306f\u300cwide format\u300d\u3084\u300cstudy-level data\u300d\u3068\u547c\u3070\u308c\u308b\u3053\u3068\u304c\u591a\u3044\u3067\u3059\u3002<\/li>\n\n\n\n<li><strong>One row per pair<\/strong>: \u5404\u30da\u30a2\u306e\u30c7\u30fc\u30bf\u304c1\u884c\u3067\u8868\u3055\u308c\u308b\u5f62\u5f0f\u3067\u3059\u3002\u82f1\u8a9e\u3067\u306f\u300clong format\u300d\u3084\u300cpairwise data\u300d\u3068\u3057\u3066\u8a00\u53ca\u3055\u308c\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\n<\/ol>\n\n\n\n<p>Gerta R\u00fccker\u3089\u306e\u3001R\u306e\u30d1\u30c3\u30b1\u30fc\u30b8<a href=\"https:\/\/cran.r-project.org\/web\/packages\/netmeta\/index.html\" target=\"_blank\" rel=\"noreferrer noopener\">netmeta<\/a>\u306f\u983b\u5ea6\u8ad6\u6d3efrequentist\u7d71\u8a08\u5b66\u306b\u3088\u308b\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30e1\u30bf\u30a2\u30ca\u30ea\u30b7\u30b9\u3092\u5b9f\u884c\u3057\u3001\u30a8\u30d3\u30c7\u30f3\u30b9\u306e\u78ba\u5b9f\u6027\u306e\u8a55\u4fa1\u306b\u5fc5\u8981\u306a\u30a2\u30a6\u30c8\u30d7\u30c3\u30c8\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n<p>Wide format\u3067\u306f\u3001R\u306e\u30b9\u30af\u30ea\u30d7\u30c8\u306e\u4e2d\u3067\u3001\u4ecb\u5165\u306e\u30e9\u30d9\u30eb\u540d\u306a\u3069\u3092\u66f8\u304d\u8fbc\u3080\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002Pairwise data\u5f62\u5f0f\u306e\u5834\u5408\u306f\u3001\u30c7\u30fc\u30bf\u306e\u4e2d\u306b\u542b\u307e\u308c\u3066\u3044\u308b\u4ecb\u5165\u306e\u30e9\u30d9\u30eb\u540d\u3092\u7528\u3044\u3066\u30da\u30a2\u6bd4\u8f03\u53ca\u3073\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u304c\u4f5c\u3089\u308c\u308b\u305f\u3081\u3001\u540c\u3058\u30b9\u30af\u30ea\u30d7\u30c8\u3067\u7570\u306a\u308b\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u306b\u5bfe\u51e6\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"490\" src=\"https:\/\/info.zanet.biz\/wp\/wp-content\/uploads\/2025\/04\/wide-to-pairwise-1024x490.png\" alt=\"\" class=\"wp-image-1600\" srcset=\"https:\/\/info.zanet.biz\/wp\/wp-content\/uploads\/2025\/04\/wide-to-pairwise-1024x490.png 1024w, https:\/\/info.zanet.biz\/wp\/wp-content\/uploads\/2025\/04\/wide-to-pairwise-300x144.png 300w, https:\/\/info.zanet.biz\/wp\/wp-content\/uploads\/2025\/04\/wide-to-pairwise-768x368.png 768w, https:\/\/info.zanet.biz\/wp\/wp-content\/uploads\/2025\/04\/wide-to-pairwise-1536x735.png 1536w, https:\/\/info.zanet.biz\/wp\/wp-content\/uploads\/2025\/04\/wide-to-pairwise-1200x575.png 1200w, https:\/\/info.zanet.biz\/wp\/wp-content\/uploads\/2025\/04\/wide-to-pairwise.png 1934w\" sizes=\"auto, (max-width: 709px) 85vw, (max-width: 909px) 67vw, (max-width: 1362px) 62vw, 840px\" \/><figcaption class=\"wp-element-caption\">\u56f3\uff11\uff0e\u4e0a\u306e\u30c7\u30fc\u30bf\u304cWide format\u3067\u3001\u4e0b\u304c\u540c\u3058\u30c7\u30fc\u30bf\u3092Paiwise data\u306b\u5909\u63db\u3057\u305f\u3082\u306e\u3002\u9023\u7d9a\u5909\u6570\u30a2\u30a6\u30c8\u30ab\u30e0\u306e\u5834\u5408\u306e\u4f8b\u3002<\/figcaption><\/figure>\n\n\n\n<p>Pairwise data\u306e\u5f62\u5f0f\u3067\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30e1\u30bf\u30a2\u30ca\u30ea\u30b7\u30b9\u306b\u5fc5\u8981\u306a\u30c7\u30fc\u30bf\u3092Excel\u3067\u7528\u610f\u3057\u3001\u30c7\u30fc\u30bf\u306e\u7bc4\u56f2\u3092\u9078\u629e\u3057\u3066\u3001\u30b3\u30d4\u30fc\u3057R\u3067\u6b21\u306e\u30b9\u30af\u30ea\u30d7\u30c8\u3092\u5b9f\u884c\u3059\u308b\u3068\u3001\u30af\u30ea\u30c3\u30d7\u30dc\u30fc\u30c9\u7d4c\u7531\u3067\u30c7\u30fc\u30bf\u304c\u6e21\u3055\u308c\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30e1\u30bf\u30a2\u30ca\u30ea\u30b7\u30b9\u3092\u5b9f\u884c\u3057\u3001\u7d50\u679c\u304c\u51fa\u529b\u3055\u308c\u307e\u3059\u3002\u6700\u521d\u306b\u7d50\u679c\u306e\u30d5\u30a1\u30a4\u30eb\u3092\u4fdd\u5b58\u3059\u308b\u30d5\u30a9\u30eb\u30c0\u3092\u9078\u629e\u3042\u308b\u3044\u306f\u65b0\u898f\u4f5c\u6210\u3059\u308b\u30c0\u30a4\u30a2\u30ed\u30b0\u30dc\u30c3\u30af\u30b9\u304c\u51fa\u3066\u3001\u305d\u306e\u3042\u3068\u306f\u7d42\u4e86\u307e\u3067\u5c11\u3057\u6642\u9593\u304c\u304b\u304b\u308a\u307e\u3059\u3002Net heat diagram\u306f\u6761\u4ef6\u306b\u3088\u3063\u3066\u4f5c\u6210\u3055\u308c\u306a\u3044\u5834\u5408\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>Excel\u306e\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u30d5\u30a1\u30a4\u30eb\u306f\u3053\u3061\u3089\u304b\u3089\u53f3\u30af\u30ea\u30c3\u30af\u3057\u3066\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u3066\u4f7f\u3063\u3066\u304f\u3060\u3055\u3044\u3002<a href=\"https:\/\/info.zanet.biz\/dl\/netmeta-data-templates.xlsx\">Link<\/a><\/p>\n\n\n\n<p>R\u3067\u5b9f\u884c\u3059\u308b\u30b9\u30af\u30ea\u30d7\u30c8\u306f:<br>Windows:<br>dat=read.delim(&#8220;clipboard&#8221;,sep=&#8221;\\t&#8221;,header=TRUE);source(&#8220;https:\/\/stat.zanet.biz\/useRs\/scripts\/nma-with-netmeta.R&#8221;)<br>Mac:<br>dat=read.delim(pipe(&#8220;pbpaste&#8221;),sep=&#8221;\\t&#8221;,header=TRUE);source(&#8220;https:\/\/stat.zanet.biz\/useRs\/scripts\/nma-with-netmeta.R&#8221;)<\/p>\n\n\n\n<p>Network graph, Forest plot, Node-splitting forest plot\u3068\u8868\u30c7\u30fc\u30bf\u3001Rankgram\u3001SUCRA plot\u3001\u306a\u3069\u304c\u5f97\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p>R <a href=\"https:\/\/shiny.posit.co\/\" target=\"_blank\" rel=\"noreferrer noopener\">Shiny<\/a>\u3067netmeta\u3092\u52d5\u4f5c\u3055\u305b\u3001Forest plot\u3060\u3051\u3067\u306a\u304f\u3001\u30a8\u30d3\u30c7\u30f3\u30b9\u306e\u78ba\u5b9f\u6027\u306e\u8a55\u4fa1\u306a\u3069\u3092\u884c\u3046\u8868\u3084\u30d0\u30a4\u30a2\u30b9\u30ea\u30b9\u30af\u306e\u307e\u3068\u3081\u306a\u3069\u306e\u30c1\u30e3\u30fc\u30c8\u3092\u4f5c\u6210\u3067\u304d\u308b<a href=\"https:\/\/cinema.ispm.unibe.ch\/\" target=\"_blank\" rel=\"noreferrer noopener\">CINeMA<\/a> (Confidence in Network Meta-Analysis)\u3068\u3044\u3046\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8\u304c\u3042\u308a\u307e\u3059\u3002CINeMA considers 6 domains: (i) within-study bias, (ii) reporting bias, (iii) indirectness, (iv) imprecision, (v) heterogeneity, and (vi) incoherence\u3060\u305d\u3046\u3067\u3059\u3002Cochrane\u306eHiggins JTP\u3084Network meta-analsis\u306e\u30ea\u30fc\u30c0\u30fc\u305f\u3061\u3067\u3042\u308bChaimani A\u3001Salanti G\u3089\u304c\u958b\u767a\u306b\u4fc2\u308f\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Network meta-analysis\u3067\u4f7f\u308f\u308c\u308b\u30c7\u30fc\u30bf\u5f62\u5f0f\u306b\u3064\u3044\u3066\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u8868\u73fe\u304c\u4e00\u822c\u7684\u3067\u3059\uff1a Gerta R\u00fccker\u3089\u306e\u3001R\u306e\u30d1\u30c3\u30b1\u30fc\u30b8netmeta\u306f\u983b\u5ea6\u8ad6\u6d3efrequentist\u7d71\u8a08\u5b66\u306b\u3088\u308b\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30e1 &hellip; <a href=\"https:\/\/info.zanet.biz\/?p=1598\" class=\"more-link\"><span class=\"screen-reader-text\">&#8220;Network Meta-analysis\u306e\u305f\u3081\u306e\u30c7\u30fc\u30bf\u5f62\u5f0f\u3068netmeta\u3067NMA\u3092\u5b9f\u884c&#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":[32,2],"tags":[],"class_list":["post-1598","post","type-post","status-publish","format-standard","hentry","category-statistics","category-sr"],"_links":{"self":[{"href":"https:\/\/info.zanet.biz\/index.php?rest_route=\/wp\/v2\/posts\/1598","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=1598"}],"version-history":[{"count":3,"href":"https:\/\/info.zanet.biz\/index.php?rest_route=\/wp\/v2\/posts\/1598\/revisions"}],"predecessor-version":[{"id":1709,"href":"https:\/\/info.zanet.biz\/index.php?rest_route=\/wp\/v2\/posts\/1598\/revisions\/1709"}],"wp:attachment":[{"href":"https:\/\/info.zanet.biz\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1598"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/info.zanet.biz\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1598"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/info.zanet.biz\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1598"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}