{"id":3588,"date":"2023-07-16T16:47:42","date_gmt":"2023-07-16T16:47:42","guid":{"rendered":"https:\/\/statorials.org\/cn\/r-%e4%b8%ad%e7%9a%84%e4%bc%98%e5%8a%bf%e6%af%94\/"},"modified":"2023-07-16T16:47:42","modified_gmt":"2023-07-16T16:47:42","slug":"r-%e4%b8%ad%e7%9a%84%e4%bc%98%e5%8a%bf%e6%af%94","status":"publish","type":"post","link":"https:\/\/statorials.org\/cn\/r-%e4%b8%ad%e7%9a%84%e4%bc%98%e5%8a%bf%e6%af%94\/","title":{"rendered":"\u5982\u4f55\u8ba1\u7b97 r \u4e2d\u7684\u4f18\u52bf\u6bd4\uff08\u4e3e\u4f8b\uff09"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\u5728\u7edf\u8ba1\u5b66\u4e2d\uff0c<strong>\u4f18\u52bf\u6bd4<\/strong>\u544a\u8bc9\u6211\u4eec\u6cbb\u7597\u7ec4\u4e2d\u53d1\u751f\u4e8b\u4ef6\u7684\u51e0\u7387\u4e0e\u5bf9\u7167\u7ec4\u4e2d\u53d1\u751f\u4e8b\u4ef6\u7684\u51e0\u7387\u4e4b\u6bd4\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u5728\u5bf9 2 \u00d7 2 \u8868\u8fdb\u884c\u5206\u6790\u65f6\uff0c\u6211\u4eec\u7ecf\u5e38\u8ba1\u7b97\u4f18\u52bf\u6bd4\uff0c\u5176\u683c\u5f0f\u5982\u4e0b\uff1a<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-6327 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/cotesratioexcel0.png\" alt=\"\" width=\"284\" height=\"87\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\">\u8981\u8ba1\u7b97 R \u4e2d\u7684\u4f18\u52bf\u6bd4\uff0c\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528<strong>epitools<\/strong>\u5305\u4e2d\u7684<strong>oddsratio()<\/strong>\u51fd\u6570\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u4ee5\u4e0b\u793a\u4f8b\u5c55\u793a\u4e86\u5982\u4f55\u5728\u5b9e\u8df5\u4e2d\u4f7f\u7528\u6b64\u8bed\u6cd5\u3002<\/span><\/p>\n<h2><span style=\"color: #000000;\"><strong>\u793a\u4f8b\uff1a\u8ba1\u7b97 R \u4e2d\u7684\u4f18\u52bf\u6bd4<\/strong><\/span><\/h2>\n<p><span style=\"color: #000000;\">\u5047\u8bbe 50 \u540d\u7bee\u7403\u8fd0\u52a8\u5458\u6b63\u5728\u4f7f\u7528\u65b0\u7684\u8bad\u7ec3\u8ba1\u5212\uff0c50 \u540d\u7bee\u7403\u8fd0\u52a8\u5458\u6b63\u5728\u4f7f\u7528\u65e7\u7684\u8bad\u7ec3\u8ba1\u5212\u3002\u5728\u8282\u76ee\u7ed3\u675f\u65f6\uff0c\u6211\u4eec\u4f1a\u6d4b\u8bd5\u6bcf\u4e2a\u73a9\u5bb6\uff0c\u770b\u770b\u4ed6\u4eec\u662f\u5426\u901a\u8fc7\u4e86\u7279\u5b9a\u7684\u6280\u80fd\u6d4b\u8bd5\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u4e0b\u8868\u663e\u793a\u4e86\u901a\u8fc7\u548c\u5931\u8d25\u7684\u73a9\u5bb6\u6570\u91cf\uff08\u57fa\u4e8e\u4ed6\u4eec\u4f7f\u7528\u7684\u7a0b\u5e8f\uff09\uff1a<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-19676 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/cotes1.png\" alt=\"\" width=\"250\" height=\"102\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\">\u5047\u8bbe\u6211\u4eec\u8981\u8ba1\u7b97\u4f18\u52bf\u6bd4\u6765\u6bd4\u8f83\u73a9\u5bb6\u4f7f\u7528\u65b0\u7a0b\u5e8f\u4e0e\u4f7f\u7528\u65e7\u7a0b\u5e8f\u901a\u8fc7\u6280\u80fd\u6d4b\u8bd5\u7684\u673a\u4f1a\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u4ee5\u4e0b\u662f\u5728 R \u4e2d\u521b\u5efa\u6b64\u77e9\u9635\u7684\u65b9\u6cd5\uff1a<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create matrix<\/span>\nprogram &lt;- c(' <span style=\"color: #ff0000;\">New Program<\/span> ', ' <span style=\"color: #ff0000;\">Old Program<\/span> ')\noutcome &lt;- c(' <span style=\"color: #ff0000;\">Pass<\/span> ', ' <span style=\"color: #ff0000;\">Fail<\/span> ')\ndata &lt;- matrix(c(34, 16, 39, 11), nrow= <span style=\"color: #008000;\">2<\/span> , ncol= <span style=\"color: #008000;\">2<\/span> , byrow= <span style=\"color: #008000;\">TRUE<\/span> )\ndimnames(data) &lt;- list(' <span style=\"color: #ff0000;\">Program<\/span> '=program, ' <span style=\"color: #ff0000;\">Outcome<\/span> '=outcome)\n\n<span style=\"color: #008080;\">#view matrix\n<\/span>data\n\n             Outcome\nProgram Pass Fail\n  New Program 34 16\n  Old Program 39 11<\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u4ee5\u4e0b\u662f\u5982\u4f55\u4f7f\u7528<strong>epitools<\/strong>\u5305\u4e2d\u7684<strong>oddsratio()<\/strong>\u51fd\u6570\u8ba1\u7b97\u4f18\u52bf\u6bd4\uff1a<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #107d3f;\"><span style=\"color: #000000;\">install. <span style=\"color: #3366ff;\">packages<\/span> (' <span style=\"color: #ff0000;\">epitools<\/span> ')<\/span>\n\n<\/span><span style=\"color: #008000;\">library<\/span> (epitools)\n\n<span style=\"color: #008080;\">#calculate odds ratio<\/span>\noddsratio(data)\n\n$measure\n             odds ratio with 95% CI\nProgram estimate lower upper\n  New Program 1.0000000 NA NA\n  Old Program 0.6045506 0.2395879 1.480143\n\n$p.value\n             two-sided\nProgram midp.exact fisher.exact chi.square\n  New Program NA NA NA\n  Old Program 0.271899 0.3678219 0.2600686\n\n$correction\n[1] FALSE\n\nattr(,\"method\")\n[1] \u201cmedian-unbiased estimate &amp; mid-p exact CI\u201d\n<\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u4f18\u52bf\u6bd4\u4e3a<strong>0.6045506<\/strong> \u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u6211\u4eec\u5c06\u6b64\u89e3\u91ca\u4e3a\uff0c\u4f7f\u7528\u65b0\u7a0b\u5e8f\u7684\u73a9\u5bb6\u901a\u8fc7\u6d4b\u8bd5\u7684\u51e0\u7387\u4ec5\u4e3a\u4f7f\u7528\u65e7\u7a0b\u5e8f\u7684\u73a9\u5bb6\u901a\u8fc7\u6d4b\u8bd5\u7684<strong>\u51e0\u7387\u7684 0.6045506 \u500d<\/strong>\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u6362\u53e5\u8bdd\u8bf4\uff0c\u901a\u8fc7\u4f7f\u7528\u65b0\u7a0b\u5e8f\uff0c\u73a9\u5bb6\u901a\u8fc7\u6d4b\u8bd5\u7684\u51e0\u7387\u5b9e\u9645\u4e0a\u964d\u4f4e\u4e86\u7ea639.6%\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u6211\u4eec\u8fd8\u53ef\u4ee5\u4f7f\u7528\u7ed3\u679c<strong>\u5e95\u90e8<\/strong>\u548c<strong>\u9876\u90e8<\/strong>\u5217\u4e2d\u7684\u503c\u6765\u6784\u5efa\u4ee5\u4e0b\u4f18\u52bf\u6bd4\u7684 95% \u7f6e\u4fe1\u533a\u95f4\uff1a<\/span><\/p>\n<p><span style=\"color: #000000;\">\u6bd4\u503c\u6bd4\u7684 95% \u7f6e\u4fe1\u533a\u95f4\uff1a <strong>[0.24, 1.48]<\/strong> \u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u6211\u4eec 95% \u786e\u4fe1\u65b0\u65e7\u8bad\u7ec3\u8ba1\u5212\u4e4b\u95f4\u7684\u771f\u5b9e\u4f18\u52bf\u6bd4\u5305\u542b\u5728\u8be5\u533a\u95f4\u5185\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u8f93\u51fa\u4e2d\u7684<strong>midp.exact<\/strong>\u5217\u8fd8\u663e\u793a\u4e0e\u4f18\u52bf\u6bd4\u76f8\u5173\u7684 p \u503c\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u8be5 p \u503c\u4e3a<strong>0.271899<\/strong> \u3002\u7531\u4e8e\u8be5\u503c\u4e0d\u5c0f\u4e8e 0.05\uff0c\u56e0\u6b64\u6211\u4eec\u53ef\u4ee5\u5f97\u51fa\u7ed3\u8bba\uff0c\u4f18\u52bf\u6bd4\u4e0d\u5177\u6709\u7edf\u8ba1\u663e\u7740\u6027\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u6362\u53e5\u8bdd\u8bf4\uff0c\u6211\u4eec\u4ece\u4f18\u52bf\u6bd4\u5f97\u77e5\uff0c\u73a9\u5bb6\u4f7f\u7528\u65b0\u7a0b\u5e8f\u7684\u6210\u529f\u673a\u4f1a\u4f4e\u4e8e\u4f7f\u7528\u65e7\u7a0b\u5e8f\u7684\u6210\u529f\u673a\u4f1a\uff0c\u4f46\u8fd9\u4e9b\u673a\u4f1a\u4e4b\u95f4\u7684\u5dee\u5f02\u5b9e\u9645\u4e0a\u5728\u7edf\u8ba1\u4e0a\u5e76\u4e0d\u663e\u7740\u3002<\/span><\/p>\n<h2><span style=\"color: #000000;\"><strong>\u5176\u4ed6\u8d44\u6e90<\/strong><\/span><\/h2>\n<p><span style=\"color: #000000;\">\u4ee5\u4e0b\u6559\u7a0b\u63d0\u4f9b\u4e86\u6709\u5173\u4f18\u52bf\u6bd4\u7684\u5176\u4ed6\u4fe1\u606f\uff1a<\/span><\/p>\n<p><a href=\"https:\/\/statorials.org\/cn\/\u6bd4\u503c\u6bd4\u4e0e\u76f8\u5bf9\u98ce\u9669\/\" target=\"_blank\" rel=\"noopener\">\u4f18\u52bf\u6bd4\u4e0e\u76f8\u5bf9\u98ce\u9669\uff1a\u6709\u4ec0\u4e48\u533a\u522b\uff1f<\/a><br \/><a href=\"https:\/\/statorials.org\/cn\/\u5982\u4f55\u62a5\u544a\u4f18\u52bf\u6bd4\/\" target=\"_blank\" rel=\"noopener\">\u5b8c\u6574\u6307\u5357\uff1a\u5982\u4f55\u62a5\u544a\u4f18\u52bf\u6bd4<\/a><br \/><a href=\"https:\/\/statorials.org\/cn\/\u6bd4\u503c\u6bd4\u7684\u7f6e\u4fe1\u533a\u95f4\/\" target=\"_blank\" rel=\"noopener\">\u5982\u4f55\u8ba1\u7b97\u4f18\u52bf\u6bd4\u7684\u7f6e\u4fe1\u533a\u95f4<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5728\u7edf\u8ba1\u5b66\u4e2d\uff0c\u4f18\u52bf\u6bd4\u544a\u8bc9\u6211\u4eec\u6cbb\u7597\u7ec4\u4e2d\u53d1\u751f\u4e8b\u4ef6\u7684\u51e0\u7387\u4e0e\u5bf9\u7167\u7ec4\u4e2d\u53d1\u751f\u4e8b\u4ef6\u7684\u51e0\u7387\u4e4b\u6bd4\u3002 \u5728\u5bf9 2 \u00d7 2 \u8868\u8fdb\u884c\u5206\u6790\u65f6 [&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-3588","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\u8ba1\u7b97 R \u4e2d\u7684\u4f18\u52bf\u6bd4\uff08\u9644\u793a\u4f8b\uff09- 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