{"id":1570,"date":"2025-02-28T23:44:55","date_gmt":"2025-02-28T14:44:55","guid":{"rendered":"https:\/\/info.zanet.biz\/?p=1570"},"modified":"2025-02-28T23:44:56","modified_gmt":"2025-02-28T14:44:56","slug":"excel%e3%83%95%e3%82%a1%e3%82%a4%e3%83%ab%e3%82%92%e3%83%89%e3%83%a9%e3%82%b0%e3%82%a2%e3%83%b3%e3%83%89%e3%83%89%e3%83%ad%e3%83%83%e3%83%97%e3%81%a7%e3%83%a1%e3%82%bf%e3%82%a2%e3%83%8a%e3%83%aa","status":"publish","type":"post","link":"https:\/\/info.zanet.biz\/?p=1570","title":{"rendered":"Excel\u30d5\u30a1\u30a4\u30eb\u3092\u30c9\u30e9\u30b0\u30a2\u30f3\u30c9\u30c9\u30ed\u30c3\u30d7\u3067\u30e1\u30bf\u30a2\u30ca\u30ea\u30b7\u30b9\u3092\u5b9f\u884c\u3059\u308b\u30a6\u30a7\u30d6\u30da\u30fc\u30b8"},"content":{"rendered":"\n

\u30e1\u30bf\u30a2\u30ca\u30ea\u30b7\u30b9\u306e\u305f\u3081\u306e\u30c7\u30fc\u30bf\u3092Excel\u3067\u7528\u610f\u3057\u3001\u305d\u306e\u30d5\u30a1\u30a4\u30eb\u3092\u30c9\u30e9\u30b0\u30a2\u30f3\u30c9\u30c9\u30ed\u30c3\u30d7\u3059\u308b\u3068\u3001\u30e1\u30bf\u30a2\u30ca\u30ea\u30b7\u30b9\u3092\u5b9f\u884c\u3057\u3001Forest plot\u3068Funnel plot\u3092\u4f5c\u6210\u3059\u308b\u30a6\u30a7\u30d6\u30da\u30fc\u30b8\u3092\u4f5c\u308a\u307e\u3057\u305f\u3002<\/p>\n\n\n\n

\u89e3\u6790\u306fJavaScript\u3067\u4f5c\u6210\u3057\u305f\u30b3\u30fc\u30c9\u3067\u884c\u3063\u3066\u304a\u308a\u3001Math<\/a>\u30e9\u30a4\u30d6\u30e9\u30ea\u3068jStat<\/a>\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u7528\u3044\u3066\u3044\u307e\u3059\u3002\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u95a2\u9023\u3067jQuery<\/a>\u3082\u7528\u3044\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n

\u30e1\u30bf\u30a2\u30ca\u30ea\u30b7\u30b9\u306fInverse-variance method\u5206\u6563\u9006\u6570\u6cd5\u3001\u30e9\u30f3\u30c0\u30e0\u52b9\u679c\u30e2\u30c7\u30eb\u306b\u3088\u308b\u65b9\u6cd5\u3067\u3001\u7814\u7a76\u9593\u306e\u5206\u6563\u306fRestricted Maximum Likelihood (REML)\u6cd5(Viechtbauer W 2005)\u3092\u7528\u3044\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n

Excel\u30b7\u30fc\u30c8\u306fMinds\u306e\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8<\/a>\u3092\u305d\u306e\u307e\u307e\u7528\u3044\u3066\u3001\u30c7\u30fc\u30bf\u3092\u5165\u529b\u3057\u307e\u3059\u3002\u56f31\u306f\u4ecb\u5165\u7814\u7a76\u7528\uff08RoB2)\u306e\u4f8b\u3067\u3059\u3002\u4ecb\u5165\u3001\u5bfe\u7167\u3001\u30a2\u30a6\u30c8\u30ab\u30e0\u306e\u6b04\u306b\u306f\u30c7\u30fc\u30bf\u3092\u5165\u529b\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u3055\u3089\u306b\u3001\u7814\u7a76\u30b3\u30fc\u30c9\u3001\u30ea\u30b9\u30af\u4eba\u6570\u3068\u66f8\u3044\u3066\u3042\u308b\u30c7\u30fc\u30bf\u306e\u90e8\u5206\u3001\u305d\u3057\u3066\u52b9\u679c\u6307\u6a19\u306e\u30bf\u30a4\u30d7\u306f\u8a2d\u5b9a\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

\"\"
\u56f31. Minds\u306e\u8a55\u4fa1\u30b7\u30fc\u30c8\uff08\u4ecb\u5165\u7814\u7a76RoB2\u7528\uff09\u3002\u3053\u306e\u4f8b\u3067\u306f\u3001\u30e1\u30bf\u30a2\u30ca\u30ea\u30b7\u30b9\u306e\u7d50\u679c\u306e\u30c7\u30fc\u30bf\u3082\u5165\u529b\u6e08\u307f\u3002<\/figcaption><\/figure>\n\n\n\n

\u5fc5\u8981\u306a\u30c7\u30fc\u30bf\u3092\u5165\u529b\u3057\u305f\u3089\u30d5\u30a1\u30a4\u30eb\u3092\u4fdd\u5b58\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

\u30d6\u30e9\u30a6\u30b6\u3067\u6b21\u306e\u30a6\u30a7\u30d6\u30da\u30fc\u30b8\u3092\u958b\u3044\u3066\u304f\u3060\u3055\u3044\u3002Meta-analysis IZ mi<\/a><\/p>\n\n\n\n

\"\"
\u56f32\uff0eMeta-analysis IZ mi\u306e\u30a6\u30a7\u30d6\u30da\u30fc\u30b8\u3002<\/figcaption><\/figure>\n\n\n\n

\u53f3\u306e\u5186\u304c\u63cf\u304b\u308c\u3066\u3044\u308b\u30a8\u30ea\u30a2\u306bExcel\u306e\u30d5\u30a1\u30a4\u30eb\u3092\u30c9\u30e9\u30b0\u30a2\u30f3\u30c9\u30c9\u30ed\u30c3\u30d7\u3059\u308b\u3068\u3001\u3059\u3050\u4e0a\u306e\u30c9\u30ed\u30c3\u30d7\u30c0\u30a6\u30f3\u30e1\u30cb\u30e5\u30fc\u306b\u30b7\u30fc\u30c8\u540d\u306e\u4e00\u89a7\u304c\u8868\u793a\u3055\u308c\u308b\u306e\u3067\u3001\u30e1\u30bf\u30a2\u30ca\u30ea\u30b7\u30b9\u306e\u5bfe\u8c61\u306e\u30b7\u30fc\u30c8\u3092\u9078\u629e\u3057\u3001\u305d\u306e\u5de6\u306eDo Meta-analysis\u306e\u30dc\u30bf\u30f3\u3092\u30af\u30ea\u30c3\u30af\u3057\u3066\u304f\u3060\u3055\u3044\u3002Forest plot\u3068Funnel plot\u304c\u8868\u793a\u3055\u308c\u307e\u3059\u3002\u307e\u305f\u3001\u7d50\u679c\u306e\u6570\u5024\u30c7\u30fc\u30bf\u304c\u4e0a\u306e\u30c6\u30ad\u30b9\u30c8\u30a8\u30ea\u30a2\u306b\u66f8\u304d\u8fbc\u307e\u308c\u307e\u3059\u3002<\/p>\n\n\n\n

Do Meta-analysis\u306e\u5b9f\u884c\u76f4\u5f8c\u306f\u3001\u5404\u7814\u7a76\u306e\u52b9\u679c\u6307\u6a19\u306895%\u4fe1\u983c\u533a\u9593\u3001\u7d71\u5408\u5024\u306895%\u4fe1\u983c\u533a\u9593\u306e\u5024\u304c\u30af\u30ea\u30c3\u30d7\u30dc\u30fc\u30c9\u306b\u683c\u7d0d\u3055\u308c\u3066\u3044\u308b\u306e\u3067\u3001Excel\u30b7\u30fc\u30c8\u306e\u52b9\u679c\u6307\u6a19\uff08\u5024\uff09\u306e\u30bb\u30eb\u306b\u8cbc\u308a\u4ed8\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u56f31\u306e\u4f8b\u3067\u3042\u308c\u3070\u3001\u30bb\u30ebU12\u3092\u9078\u629e\u3057\u3066\u8cbc\u308a\u4ed8\u3051\u307e\u3059\u3002<\/p>\n\n\n\n

Forest plot\u3068Funnel plot\u306f\u53f3\u30af\u30ea\u30c3\u30af\u3057\u3066\u4fdd\u5b58\u3057\u305f\u308a\u3001\u30b3\u30d4\u30fc\u3057\u3066\u8cbc\u308a\u4ed8\u3051\u305f\u308a\u3067\u304d\u307e\u3059\u3002\u6570\u5024\u30c7\u30fc\u30bf\u306f\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u3001Copy to Clipboard\u30dc\u30bf\u30f3\u3092\u30af\u30ea\u30c3\u30af\u3057\u3066\u3001\u30af\u30ea\u30c3\u30d7\u30dc\u30fc\u30c9\u7d4c\u7531\u3067Excel\u30b7\u30fc\u30c8\u306b\u8cbc\u308a\u4ed8\u3051\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n

\"\"
\u56f33\uff0eMeta-analysis IZ iz\u306e\u30e1\u30bf\u30a2\u30ca\u30ea\u30b7\u30b9\u5b9f\u884c\u7d50\u679c\u3002<\/figcaption><\/figure>\n\n\n\n

Meta-analysis IZ mi\u306fRoB2\u7528\u306e\u30b7\u30fc\u30c8\u3060\u3051\u3067\u306a\u304f\u3001\u305d\u308c\u4ee5\u5916\u306e\u30b7\u30fc\u30c8\u306b\u3082\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u3002\u52b9\u679c\u6307\u6a19\u306e\u30bf\u30a4\u30d7\u306f\u3001\u4e8c\u5024\u5909\u6570\u30a2\u30a6\u30c8\u30ab\u30e0\u306eRR, OR, RD\u3001\u30cf\u30b6\u30fc\u30c9\u6bd4HR\u3001\u9023\u7d9a\u5909\u6570\u30a2\u30a6\u30c8\u30ab\u30e0\u306eMD, SMD\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u3002\u8a55\u4fa1\u30b7\u30fc\u30c8\u306e\u52b9\u679c\u6307\u6a19\uff08\u7a2e\u985e\uff09\u3067\u30bf\u30a4\u30d7\u3092\u8a2d\u5b9a\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n

\u4f7f\u7528\u6cd5\u306e\u89e3\u8aac\u52d5\u753b\u306f\u3053\u3061\u3089\u3067\u3059 \uff08YouTube Link<\/a>)\u3002<\/p>\n\n\n\n

\u3053\u3053\u3067\u7d39\u4ecb\u3057\u305f\u3001Minds\u306e\u8a55\u4fa1\u30b7\u30fc\u30c8\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u308b\u306e\u304c\u3001Meta-analysis IZ mi\u3067\u3059\u304c\u3001\u30e1\u30bf\u30a2\u30ca\u30ea\u30b7\u30b9\u3060\u3051\u3067\u5341\u5206\u306a\u5834\u5408\u306f\u3001\u5225\u306e\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u3067Excel\u30d5\u30a1\u30a4\u30eb\u3092\u7528\u610f\u3057\u3066Meta-analysis IZ iz\u3092\u4f7f\u3046\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002\u3053\u3061\u3089\u306f\u3001REML\u6cd5\u3068DerSimonian-Laird\u6cd5\u306e\u6307\u5b9a\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n

\u30b5\u30f3\u30d7\u30eb\u30c7\u30fc\u30bf\u3092\u5165\u529b\u3057\u305fMinds\u306e\u8a55\u4fa1\u30b7\u30fc\u30c8\u306e\u30d5\u30a1\u30a4\u30eb\u3068Meta-analysis IZ iz\u7528\u306e\u30b5\u30f3\u30d7\u30eb\u30c7\u30fc\u30bf\u3092\u5165\u529b\u3057\u305f\u30d5\u30a1\u30a4\u30eb\u306f\u3053\u3061\u3089\u3067\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3067\u304d\u307e\u3059\u3002\u53f3\u30af\u30ea\u30c3\u30af\u3057\u3066\u4fdd\u5b58\u3057\u3066\u304b\u3089\u4f7f\u7528\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n

minds-sample-rob2.xlsx<\/a>
iz-meta-sample.xlsx<\/a><\/p>\n\n\n\n

\u30e1\u30bf\u30a2\u30ca\u30ea\u30b7\u30b9\u306e\u969b\u306b\u7528\u3044\u3066\u3044\u308b\u8a08\u7b97\u5f0f\u306b\u3064\u3044\u3066\u8a73\u7d30\u3092\u77e5\u308a\u305f\u3044\u4eba\u306f\u3001Deeks J and Higgins JPT 2010\u3092\u53c2\u7167\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u3053\u306e\u89e3\u8aac\u306e\u6642\u70b9\u3067\u306f\u3001\u7814\u7a76\u9593\u306e\u5206\u6563\u306e\u8a08\u7b97\u306fDerSimonian-Laird\u6cd5\u3092\u7528\u3044\u3066\u3044\u307e\u3059\u304c\u3001\u6700\u8fd1RevMan\u3067\u3082REML\u6cd5\u3082\u9078\u629e\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u3063\u305f\u3088\u3046\u3067\u3059\u3002McKenzie J, Veroniki AA\u306e\u89e3\u8aac\u3092\u53c2\u7167\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n

\u6587\u732e\uff1a
Viechtbauer W: Bias and Efficiency of Meta-Analytic Variance Estimators in the Random-Effects Model. Journal of Educational and Behavioral Statistics
Fall 2005, Vol. 30, No. 3, pp. 261\u2013293. Link<\/a><\/p>\n\n\n\n

Viechtbauer W\u6c0f\u306eR package metafor Link<\/a> The metafor Package: A Meta-Analysis Package for R. Link<\/a><\/p>\n\n\n\n

Deeks J and Higgins JPT\uff1a Statistical algorithm in Reveiw Manager 5. 2010. Link<\/a><\/p>\n\n\n\n

McKenzie J, Veroniki AA: Introduction to new random-effects methods in RevMan. Link <\/a> \u89e3\u8aac\u30b9\u30e9\u30a4\u30c9<\/a><\/p>\n\n\n\n

<\/p>\n","protected":false},"excerpt":{"rendered":"

\u30e1\u30bf\u30a2\u30ca\u30ea\u30b7\u30b9\u306e\u305f\u3081\u306e\u30c7\u30fc\u30bf\u3092Excel\u3067\u7528\u610f\u3057\u3001\u305d\u306e\u30d5\u30a1\u30a4\u30eb\u3092\u30c9\u30e9\u30b0\u30a2\u30f3\u30c9\u30c9\u30ed\u30c3\u30d7\u3059\u308b\u3068\u3001\u30e1\u30bf\u30a2\u30ca\u30ea\u30b7\u30b9\u3092\u5b9f\u884c\u3057\u3001Forest plot\u3068Funnel plot\u3092\u4f5c\u6210\u3059\u308b\u30a6\u30a7\u30d6\u30da\u30fc\u30b8\u3092\u4f5c\u308a\u307e\u3057\u305f\u3002 \u89e3\u6790\u306fJavaScr … “Excel\u30d5\u30a1\u30a4\u30eb\u3092\u30c9\u30e9\u30b0\u30a2\u30f3\u30c9\u30c9\u30ed\u30c3\u30d7\u3067\u30e1\u30bf\u30a2\u30ca\u30ea\u30b7\u30b9\u3092\u5b9f\u884c\u3059\u308b\u30a6\u30a7\u30d6\u30da\u30fc\u30b8” \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-1570","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\/1570","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=1570"}],"version-history":[{"count":3,"href":"https:\/\/info.zanet.biz\/index.php?rest_route=\/wp\/v2\/posts\/1570\/revisions"}],"predecessor-version":[{"id":1576,"href":"https:\/\/info.zanet.biz\/index.php?rest_route=\/wp\/v2\/posts\/1570\/revisions\/1576"}],"wp:attachment":[{"href":"https:\/\/info.zanet.biz\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1570"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/info.zanet.biz\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1570"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/info.zanet.biz\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1570"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}