{"id":687,"date":"2023-07-29T02:29:54","date_gmt":"2023-07-29T02:29:54","guid":{"rendered":"https:\/\/statorials.org\/cn\/%e5%bc%97%e9%87%8c%e5%be%b7%e6%9b%bc-r-%e6%a3%80%e9%aa%8c\/"},"modified":"2023-07-29T02:29:54","modified_gmt":"2023-07-29T02:29:54","slug":"%e5%bc%97%e9%87%8c%e5%be%b7%e6%9b%bc-r-%e6%a3%80%e9%aa%8c","status":"publish","type":"post","link":"https:\/\/statorials.org\/cn\/%e5%bc%97%e9%87%8c%e5%be%b7%e6%9b%bc-r-%e6%a3%80%e9%aa%8c\/","title":{"rendered":"\u5982\u4f55\u5728 r \u4e2d\u6267\u884c\u5f17\u91cc\u5fb7\u66fc\u68c0\u9a8c"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><strong>\u5f17\u91cc\u5fb7\u66fc\u68c0\u9a8c<\/strong>\u662f\u91cd\u590d\u6d4b\u91cf\u65b9\u5dee\u5206\u6790\u7684\u975e\u53c2\u6570\u66ff\u4ee3\u65b9\u6cd5\u3002\u5b83\u7528\u4e8e\u786e\u5b9a\u6bcf\u7ec4\u4e2d\u51fa\u73b0\u76f8\u540c\u53d7\u8bd5\u8005\u7684\u4e09\u4e2a\u6216\u66f4\u591a\u7ec4\u7684\u5e73\u5747\u503c\u4e4b\u95f4\u662f\u5426\u5b58\u5728\u7edf\u8ba1\u663e\u7740\u5dee\u5f02\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u672c\u6559\u7a0b\u4ecb\u7ecd\u5982\u4f55\u5728 R \u4e2d\u6267\u884c Friedman \u6d4b\u8bd5\u3002<\/span><\/p>\n<h3><strong>\u793a\u4f8b\uff1aR \u4e2d\u7684\u5f17\u91cc\u5fb7\u66fc\u68c0\u9a8c<\/strong><\/h3>\n<p><span style=\"color: #000000;\">\u8981\u5728 R \u4e2d\u6267\u884c Friedman \u6d4b\u8bd5\uff0c\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528<strong>Friedman.test()<\/strong>\u51fd\u6570\uff0c\u8be5\u51fd\u6570\u4f7f\u7528\u4ee5\u4e0b\u8bed\u6cd5\uff1a<\/span><\/p>\n<p> <strong><span style=\"color: #000000;\">Friedman.test\uff08y\u3001\u7ec4\u3001\u5757\uff09<\/span><\/strong><\/p>\n<p><span style=\"color: #000000;\">\u91d1\u5b50\uff1a<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>y\uff1a<\/strong>\u54cd\u5e94\u503c\u5411\u91cf\u3002<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>groups\uff1a<\/strong>\u6307\u793a\u89c2\u5bdf\u6240\u5c5e\u201c\u7ec4\u201d\u7684\u503c\u5411\u91cf\u3002<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>\u5757\uff1a<\/strong>\u6307\u793a\u201c\u963b\u585e\u201d\u53d8\u91cf\u7684\u503c\u5411\u91cf\u3002<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\">\u6b64\u51fd\u6570\u751f\u6210\u5361\u65b9\u68c0\u9a8c\u7edf\u8ba1\u91cf\u548c\u76f8\u5e94\u7684 p \u503c\u3002\u5982\u679c p \u503c\u4f4e\u4e8e\u4e00\u5b9a\u7684\u663e\u7740\u6027\u6c34\u5e73\uff08\u5e38\u89c1\u9009\u62e9\u4e3a 0.10\u30010.05 \u548c 0.01\uff09\uff0c\u5219\u6709\u8db3\u591f\u7684\u8bc1\u636e\u8868\u660e\u6bcf\u4e2a\u7ec4\u4e4b\u95f4\u7684\u5747\u503c\u4e0d\u76f8\u7b49\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u4e3a\u4e86\u8bf4\u660e\u5982\u4f55\u4f7f\u7528\u6b64\u529f\u80fd\uff0c\u6211\u4eec\u5c06\u521b\u5efa\u4e00\u4e2a\u6570\u636e\u96c6\uff0c\u663e\u793a\u4e94\u540d\u60a3\u8005\u5bf9\u56db\u79cd\u4e0d\u540c\u836f\u7269\u7684\u53cd\u5e94\u65f6\u95f4\u3002\u7531\u4e8e\u6bcf\u4f4d\u60a3\u8005\u90fd\u5bf9\u56db\u79cd\u836f\u7269\u4e2d\u7684\u6bcf\u4e00\u79cd\u8fdb\u884c\u6d4b\u91cf\uff0c\u56e0\u6b64\u6211\u4eec\u5c06\u4f7f\u7528\u5f17\u91cc\u5fb7\u66fc\u6d4b\u8bd5\u6765\u786e\u5b9a\u836f\u7269\u4e4b\u95f4\u7684\u5e73\u5747\u53cd\u5e94\u65f6\u95f4\u662f\u5426\u4e0d\u540c\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u9996\u5148\uff0c\u6211\u4eec\u5c06\u521b\u5efa\u6570\u636e\u96c6\uff1a<\/span><\/p>\n<pre style=\"background-color: #e5e5e5; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create data<\/span>\ndata &lt;- data.frame(person = rep(1:5, each=4),\n                   drug = rep(c(1, 2, 3, 4), times=5),\n                   score = c(30, 28, 16, 34, 14, 18, 10, 22, 24, 20,\n                             18, 30, 38, 34, 20, 44, 26, 28, 14, 30))\n\n<span style=\"color: #008080;\">#view data<\/span>\ndata\n\n   person drug score\n1 1 1 30\n2 1 2 28\n3 1 3 16\n4 1 4 34\n5 2 1 14\n6 2 2 18\n7 2 3 10\n8 2 4 22\n9 3 1 24\n10 3 2 20\n11 3 3 18\n12 3 4 30\n13 4 1 38\n14 4 2 34\n15 4 3 20\n16 4 4 44\n17 5 1 26\n18 5 2 28\n19 5 3 14\n20 5 4 30\n<\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u63a5\u4e0b\u6765\uff0c\u6211\u4eec\u5c06\u4f7f\u7528<strong>\u5206\u6570<\/strong>\u4f5c\u4e3a\u54cd\u5e94\u53d8\u91cf\u3001<strong>\u836f\u7269<\/strong>\u4f5c\u4e3a\u5206\u7ec4\u53d8\u91cf\u3001<strong>\u4eba<\/strong>\u4f5c\u4e3a\u963b\u585e\u53d8\u91cf\u6765\u6267\u884c\u5f17\u91cc\u5fb7\u66fc\u68c0\u9a8c\uff1a<\/span><\/p>\n<pre style=\"background-color: #e5e5e5; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#perform Friedman Test<\/span>\nfriedman.test(y=data$score, groups=data$drug, blocks=data$person)\n\n\tFriedman rank sum test\n\ndata: data$score, data$drug and data$person\nFriedman chi-squared = 13.56, df = 3, p-value = 0.00357\n<\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u5361\u65b9\u68c0\u9a8c\u7edf\u8ba1\u91cf\u4e3a<strong>13.56<\/strong> \uff0c\u76f8\u5e94\u7684 p \u503c\u4e3a<strong>0.00357<\/strong> \u3002\u7531\u4e8e\u8be5 p \u503c\u5c0f\u4e8e 0.05\uff0c\u6211\u4eec\u53ef\u4ee5\u62d2\u7edd\u6240\u6709\u56db\u79cd\u836f\u7269\u7684\u5e73\u5747\u54cd\u5e94\u65f6\u95f4\u76f8\u540c\u7684\u539f\u5047\u8bbe\u3002\u6211\u4eec\u6709\u8db3\u591f\u7684\u8bc1\u636e\u5f97\u51fa\u7ed3\u8bba\uff0c\u6240\u4f7f\u7528\u7684\u836f\u7269\u7c7b\u578b\u4f1a\u5bfc\u81f4\u53cd\u5e94\u65f6\u95f4\u5728\u7edf\u8ba1\u4e0a\u5b58\u5728\u663e\u7740\u5dee\u5f02\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u5c3d\u7ba1\u5f17\u91cc\u5fb7\u66fc\u68c0\u9a8c\u544a\u8bc9\u6211\u4eec\u836f\u7269\u4e4b\u95f4\u7684\u5e73\u5747\u53cd\u5e94\u65f6\u95f4\u662f\u5426\u5b58\u5728\u5dee\u5f02\uff0c\u4f46\u5b83\u5e76\u6ca1\u6709\u5177\u4f53\u544a\u8bc9\u6211\u4eec\u54ea\u4e9b\u836f\u7269\u5177\u6709\u4e0d\u540c\u7684\u5e73\u5747\u53cd\u5e94\u65f6\u95f4\u3002\u4e3a\u4e86\u7406\u89e3\u8fd9\u4e00\u70b9\uff0c\u6211\u4eec\u9700\u8981\u8fdb\u884c\u4e8b\u540e\u6d4b\u8bd5\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u5bf9\u4e8e Friedman \u68c0\u9a8c\uff0c\u9002\u5f53\u7684\u4e8b\u540e\u68c0\u9a8c\u662f\u5e26\u6709 Bonferroni \u6821\u6b63\u7684\u6210\u5bf9 Wilcoxon \u79e9\u548c\u68c0\u9a8c\uff0c\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u8bed\u6cd5\u5b9e\u73b0\uff1a<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>pairwise.wilcox.test\uff08\u6570\u636e$\u5206\u6570\uff0c\u6570\u636e$\u836f\u7269\uff0cp.adj =\u201cbonf\u201d\uff09<\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\">\u91d1\u5b50\uff1a<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>x\uff1a<\/strong>\u54cd\u5e94\u5411\u91cf<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>g\uff1a<\/strong>\u5411\u91cf\u5206\u7ec4<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>p.adj\uff1a<\/strong> p\u503c\u8c03\u6574\u65b9\u6cd5\uff1b\u9009\u9879\u5305\u62ec holm\u3001hochberg\u3001hommel\u3001bonferroni\u3001BH\u3001BY\u3001fdr \u548c none<br \/><\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\">\u4ee5\u4e0b\u662f\u6211\u4eec\u5c06\u5728\u793a\u4f8b\u4e2d\u4f7f\u7528\u7684\u8bed\u6cd5\uff1a<\/span><\/p>\n<pre style=\"background-color: #e5e5e5; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#perform post-hoc tests<\/span>\npairwise.wilcox.test(data$score, data$drug, p.adj = \"bonf\")\n\tPairwise comparisons using Wilcoxon rank sum test \n\ndata: data$score and data$drug \n\n  1 2 3    \n2 1,000 - -    \n3 0.449 0.210 -    \n4 1,000 1,000 0.072\n\nP value adjustment method: bonferroni \n<\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u8fd9\u4f1a\u751f\u6210\u4e00\u4e2a\u77e9\u9635\uff0c\u663e\u793a\u6bcf\u4e2a\u6210\u5bf9 Wilcoxon \u79e9\u548c\u68c0\u9a8c\u7684 p \u503c\u3002\u6211\u4eec\u53ef\u4ee5\u770b\u5230\uff0c\u552f\u4e00\u5177\u6709 0.10 \u7edf\u8ba1\u663e\u7740\u5dee\u5f02\u7684\u836f\u7269\u7ec4\u662f\u7b2c 3 \u7ec4\u548c\u7b2c 4 \u7ec4 ( <strong>p = 0.072<\/strong> )\u3002<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5f17\u91cc\u5fb7\u66fc\u68c0\u9a8c\u662f\u91cd\u590d\u6d4b\u91cf\u65b9\u5dee\u5206\u6790\u7684\u975e\u53c2\u6570\u66ff\u4ee3\u65b9\u6cd5\u3002\u5b83\u7528\u4e8e\u786e\u5b9a\u6bcf\u7ec4\u4e2d\u51fa\u73b0\u76f8\u540c\u53d7\u8bd5\u8005\u7684\u4e09\u4e2a\u6216\u66f4\u591a\u7ec4\u7684\u5e73\u5747\u503c\u4e4b\u95f4\u662f\u5426\u5b58 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[11],"tags":[],"class_list":["post-687","post","type-post","status-publish","format-standard","hentry","category-11"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u5982\u4f55\u5728 R \u4e2d\u6267\u884c Friedman \u68c0\u9a8c - Statorials<\/title>\n<meta name=\"description\" content=\"\u7b80\u5355\u8bf4\u660e\u5982\u4f55\u5728 R \u4e2d\u6267\u884c\u5f17\u91cc\u5fb7\u66fc\u6d4b\u8bd5\uff0c\u5305\u62ec\u5206\u6b65\u793a\u4f8b\u3002\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/statorials.org\/cn\/\u5f17\u91cc\u5fb7\u66fc-r-\u68c0\u9a8c\/\" \/>\n<meta property=\"og:locale\" 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