{"id":783,"date":"2023-07-28T18:48:45","date_gmt":"2023-07-28T18:48:45","guid":{"rendered":"https:\/\/statorials.org\/cn\/%e6%83%85%e7%bb%aa%e4%b8%ad%e4%bd%8d%e6%95%b0%e6%b5%8b%e8%af%95-r\/"},"modified":"2023-07-28T18:48:45","modified_gmt":"2023-07-28T18:48:45","slug":"%e6%83%85%e7%bb%aa%e4%b8%ad%e4%bd%8d%e6%95%b0%e6%b5%8b%e8%af%95-r","status":"publish","type":"post","link":"https:\/\/statorials.org\/cn\/%e6%83%85%e7%bb%aa%e4%b8%ad%e4%bd%8d%e6%95%b0%e6%b5%8b%e8%af%95-r\/","title":{"rendered":"\u5982\u4f55\u5728 r \u4e2d\u6267\u884c\u4e2d\u503c\u60c5\u7eea\u6d4b\u8bd5"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><strong>\u60c5\u7eea\u4e2d\u4f4d\u6570\u68c0\u9a8c<\/strong>\u7528\u4e8e\u6bd4\u8f83\u4e24\u4e2a\u6216\u591a\u4e2a\u72ec\u7acb\u7ec4\u7684\u4e2d\u4f4d\u6570\u3002<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>coin<\/strong>\u5e93\u7684<strong>median_test<\/strong>\u51fd\u6570\u53ef\u7528\u4e8e\u5728R\u4e2d\u6267\u884c\u6b64\u6d4b\u8bd5\uff0c\u5b83\u4f7f\u7528\u4ee5\u4e0b\u8bed\u6cd5\uff1a<\/span><\/p>\n<blockquote>\n<p> <span style=\"color: #000000;\"><strong>median_test\uff08\u54cd\u5e94~\u7ec4\uff0c\u6570\u636e\uff09<\/strong><\/span><\/p>\n<\/blockquote>\n<p><span style=\"color: #000000;\">\u91d1\u5b50\uff1a<\/span><\/p>\n<ul>\n<li><span style=\"color: #000000;\"><strong>\u54cd\u5e94\uff1a<\/strong>\u54cd\u5e94\u503c\u7684\u5411\u91cf<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>group\uff1a<\/strong>\u5206\u7ec4\u503c\u7684\u5411\u91cf<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>\u6570\u636e\uff1a<\/strong>\u5305\u542b\u54cd\u5e94\u548c\u7ec4\u5411\u91cf\u7684\u6570\u636e\u6846<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\">\u4ee5\u4e0b\u793a\u4f8b\u8bf4\u660e\u5982\u4f55\u4f7f\u7528\u6b64\u51fd\u6570\u5728 R \u4e2d\u6267\u884c\u4e2d\u503c Mood \u6d4b\u8bd5\u3002<\/span><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u793a\u4f8b\uff1aR \u4e2d\u7684\u60c5\u7eea\u4e2d\u503c\u6d4b\u8bd5<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u5047\u8bbe\u4e00\u4f4d\u8001\u5e08\u60f3\u77e5\u9053\u4e24\u79cd\u4e0d\u540c\u7684\u5b66\u4e60\u65b9\u6cd5\u662f\u5426\u4f1a\u5728\u4ed6\u73ed\u4e0a\u7684\u5b66\u751f\u4e2d\u4ea7\u751f\u4e0d\u540c\u7684\u8003\u8bd5\u6210\u7ee9\u3002\u4e3a\u4e86\u6d4b\u8bd5\u8fd9\u4e00\u70b9\uff0c\u5979\u968f\u673a\u8981\u6c42 10 \u540d\u5b66\u751f\u4f7f\u7528\u4e00\u79cd\u5b66\u4e60\u65b9\u6cd5\uff0c\u53e6\u5916 10 \u540d\u5b66\u751f\u4f7f\u7528\u53e6\u4e00\u79cd\u5b66\u4e60\u65b9\u6cd5\u3002\u4e24\u5468\u540e\uff0c\u6bcf\u4e2a\u5b66\u751f\u53c2\u52a0\u76f8\u540c\u7684\u8003\u8bd5\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u5979\u51b3\u5b9a\u4f7f\u7528 Mood \u4e2d\u4f4d\u6570\u6d4b\u8bd5\u6765\u786e\u5b9a\u4e24\u7ec4\u4e4b\u95f4\u7684\u4e2d\u4f4d\u6570\u8003\u8bd5\u5206\u6570\u662f\u5426\u4e0d\u540c\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>\u6b65\u9aa4 1\uff1a\u521b\u5efa\u6570\u636e\u6846\u3002<\/strong><\/span><\/p>\n<pre style=\"background-color: #e5e5e5; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#createdata<\/span>\nmethod = rep(c('method1', 'method2'), each=10)\nscore = c(75, 77, 78, 83, 83, 85, 89, 90, 91, 97, 77, 80, 84, 84, 85, 90, 92, 92, 94, 95)\nexamData = data.frame(method, score)\n\n<span style=\"color: #008080;\">#viewdata<\/span>\nexamData\n\n    method score\n1 method1 75\n2 method1 77\n3 method1 78\n4 method1 83\n5 method1 83\n6 method1 85\n7 method1 89\n8 method1 90\n9 method1 91\n10 method1 97\n11 method2 77\n12 method2 80\n13 method2 84\n14 method2 84\n15 method2 85\n16 method2 90\n17 method2 92\n18 method2 92\n19 method2 94\n20 method2 95\n<\/strong><\/pre>\n<p><span style=\"color: #000000;\"><strong>\u7b2c 2 \u6b65\uff1a\u6267\u884c\u4e2d\u503c\u60c5\u7eea\u6d4b\u8bd5\u3002<\/strong><\/span><\/p>\n<pre style=\"background-color: #e5e5e5; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#load the coin library\n<\/span>library(corner)\n\n<span style=\"color: #008080;\">#perform Mood's Median Test<\/span>\nmedian_test(score~method, data = examData)\n\n<span style=\"color: #008080;\">#output<\/span>\n\tAsymptotic Two-Sample Brown-Mood Median Test\n\ndata: score by method (method1, method2)\nZ = -0.43809, p-value = 0.6613\nalternative hypothesis: true mu is not equal to 0<\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u68c0\u9a8c\u7684 p \u503c\u4e3a<strong>0.6613<\/strong> \u3002\u7531\u4e8e\u8be5\u503c\u4e0d\u5c0f\u4e8e 0.05\uff0c\u56e0\u6b64\u6211\u4eec\u65e0\u6cd5\u62d2\u7edd\u539f\u5047\u8bbe\u3002\u6211\u4eec\u6ca1\u6709\u8db3\u591f\u7684\u8bc1\u636e\u8868\u660e\u4e24\u7ec4\u4e4b\u95f4\u7684\u4e2d\u4f4d\u8003\u8bd5\u6210\u7ee9\u5b58\u5728\u7edf\u8ba1\u5b66\u4e0a\u7684\u663e\u7740\u5dee\u5f02\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u9ed8\u8ba4\u60c5\u51b5\u4e0b\uff0c\u6b64\u51fd\u6570\u5c06 0 \u5206\u5206\u914d\u7ed9\u6070\u597d\u7b49\u4e8e\u4e2d\u4f4d\u6570\u7684\u89c2\u6d4b\u503c\u3002\u4f46\u662f\uff0c\u60a8\u53ef\u4ee5\u4f7f\u7528<strong>mid.score<\/strong>\u53c2\u6570\u5c06\u6b64\u503c\u6307\u5b9a\u4e3a 0.5 \u6216 1\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u4f8b\u5982\uff0c\u4ee5\u4e0b\u4ee3\u7801\u6267\u884c\u5b8c\u5168\u76f8\u540c\u7684\u4e2d\u503c\u60c5\u7eea\u6d4b\u8bd5\uff0c\u4f46\u5b83\u5c06\u503c 0.5 \u5206\u914d\u7ed9\u7b49\u4e8e\u4e2d\u503c\u7684\u89c2\u5bdf\u503c\uff1a<\/span><\/p>\n<pre style=\"background-color: #e5e5e5; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#perform Mood's Median Test<\/span>\nmedian_test(score~method, <span style=\"color: #800080;\">mid.score=\"0.5\"<\/span> ,<\/strong> <strong>data = examData)\n\n<span style=\"color: #008080;\">#output<\/span>\n\tAsymptotic Two-Sample Brown-Mood Median Test\n\ndata: score by method (method1, method2)\nZ = -0.45947, p-value = 0.6459\nalternative hypothesis: true mu is not equal to 00<\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u6d4b\u8bd5 p \u503c\u4e3a<strong>0.6459<\/strong> \uff0c\u7565\u4f4e\u4e8e\u4e4b\u524d\u7684 p \u503c<strong>0.6613<\/strong> \u3002\u7136\u800c\uff0c\u6d4b\u8bd5\u7684\u7ed3\u8bba\u4ecd\u7136\u662f\u4e00\u6837\u7684\uff1a\u6211\u4eec\u6ca1\u6709\u8db3\u591f\u7684\u8bc1\u636e\u8868\u660e\u4e24\u7ec4\u4e4b\u95f4\u7684\u4e2d\u4f4d\u8003\u8bd5\u6210\u7ee9\u5b58\u5728\u663e\u7740\u5dee\u5f02\u3002<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u60c5\u7eea\u4e2d\u4f4d\u6570\u68c0\u9a8c\u7528\u4e8e\u6bd4\u8f83\u4e24\u4e2a\u6216\u591a\u4e2a\u72ec\u7acb\u7ec4\u7684\u4e2d\u4f4d\u6570\u3002 coin\u5e93\u7684median_test\u51fd\u6570\u53ef\u7528\u4e8e\u5728R\u4e2d\u6267\u884c\u6b64\u6d4b\u8bd5 [&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-783","post","type-post","status-publish","format-standard","hentry","category-11"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - 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