{"id":638,"date":"2023-07-29T06:19:58","date_gmt":"2023-07-29T06:19:58","guid":{"rendered":"https:\/\/statorials.org\/cn\/%e5%b2%a9%e7%9f%b3%e6%9b%b2%e7%ba%bf%e7%8a%b6%e6%80%81\/"},"modified":"2023-07-29T06:19:58","modified_gmt":"2023-07-29T06:19:58","slug":"%e5%b2%a9%e7%9f%b3%e6%9b%b2%e7%ba%bf%e7%8a%b6%e6%80%81","status":"publish","type":"post","link":"https:\/\/statorials.org\/cn\/%e5%b2%a9%e7%9f%b3%e6%9b%b2%e7%ba%bf%e7%8a%b6%e6%80%81\/","title":{"rendered":"\u5982\u4f55\u5728 stata \u4e2d\u521b\u5efa\u548c\u89e3\u91ca roc \u66f2\u7ebf"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><a href=\"https:\/\/statorials.org\/cn\/\u903b\u8f91\u56de\u5f52\u7edf\u8ba1\/\" target=\"_blank\" rel=\"noopener\">\u903b\u8f91\u56de\u5f52<\/a>\u662f\u4e00\u79cd\u7edf\u8ba1\u65b9\u6cd5\uff0c\u5f53\u54cd\u5e94\u53d8\u91cf\u662f\u4e8c\u5143\u65f6\uff0c\u6211\u4eec\u7528\u5b83\u6765\u62df\u5408\u56de\u5f52\u6a21\u578b\u3002<\/span><span style=\"color: #000000;\">\u4e3a\u4e86\u8bc4\u4f30\u903b\u8f91\u56de\u5f52\u6a21\u578b\u5bf9\u6570\u636e\u96c6\u7684\u62df\u5408\u7a0b\u5ea6\uff0c\u6211\u4eec\u53ef\u4ee5\u67e5\u770b\u4ee5\u4e0b\u4e24\u4e2a\u6307\u6807\uff1a<\/span><\/p>\n<ul>\n<li><span style=\"color: #000000;\"><strong>\u654f\u611f\u6027\uff1a<\/strong>\u5f53\u7ed3\u679c\u5b9e\u9645\u4e0a\u662f\u79ef\u6781\u7684\u65f6\uff0c\u6a21\u578b\u9884\u6d4b\u89c2\u5bdf\u7ed3\u679c\u4e3a\u79ef\u6781\u7684\u6982\u7387\u3002<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>\u7279\u5f02\u6027\uff1a<\/strong>\u5f53\u7ed3\u679c\u5b9e\u9645\u4e0a\u4e3a\u8d1f\u65f6\uff0c\u6a21\u578b\u9884\u6d4b\u89c2\u5bdf\u7ed3\u679c\u4e3a\u8d1f\u7684\u6982\u7387\u3002<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\">\u53ef\u89c6\u5316\u8fd9\u4e24\u4e2a\u6307\u6807\u7684\u4e00\u4e2a\u7b80\u5355\u65b9\u6cd5\u662f\u521b\u5efa<strong>ROC \u66f2\u7ebf<\/strong>\uff0c\u5b83\u662f\u663e\u793a\u903b\u8f91\u56de\u5f52\u6a21\u578b\u7684\u654f\u611f\u6027\u548c\u7279\u5f02\u6027\u7684\u56fe\u8868\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u672c\u6559\u7a0b\u4ecb\u7ecd\u5982\u4f55\u5728 Stata \u4e2d\u521b\u5efa\u548c\u89e3\u91ca ROC \u66f2\u7ebf\u3002<\/span><\/p>\n<h2><span style=\"color: #000000;\"><strong>\u793a\u4f8b\uff1aStata \u4e2d\u7684 ROC \u66f2\u7ebf<\/strong><\/span><\/h2>\n<p><span style=\"color: #000000;\">\u5728\u6b64\u793a\u4f8b\u4e2d\uff0c\u6211\u4eec\u5c06\u4f7f\u7528\u540d\u4e3a<em>lbw<\/em>\u7684\u6570\u636e\u96c6\uff0c\u5176\u4e2d\u5305\u542b 189 \u4f4d\u6bcd\u4eb2\u7684\u4ee5\u4e0b\u53d8\u91cf\uff1a<\/span><\/p>\n<ul>\n<li><span style=\"color: #000000;\"><strong>\u4f4e<\/strong>\u2014\u2014\u5a74\u513f\u51fa\u751f\u4f53\u91cd\u662f\u5426\u4f4e\u3002 1 = \u662f\uff0c0 = \u5426\u3002<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>\u5e74\u9f84<\/strong>\u2014\u2014\u6bcd\u4eb2\u7684\u5e74\u9f84\u3002<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>\u5438\u70df<\/strong>\u2014\u2014\u6bcd\u4eb2\u5728\u6000\u5b55\u671f\u95f4\u662f\u5426\u5438\u70df\u3002 1 = \u662f\uff0c0 = \u5426\u3002<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\">\u6211\u4eec\u5c06\u4f7f\u7528\u5e74\u9f84\u548c\u5438\u70df\u4f5c\u4e3a\u89e3\u91ca\u53d8\u91cf\uff0c\u4f7f\u7528\u4f4e\u51fa\u751f\u4f53\u91cd\u4f5c\u4e3a\u54cd\u5e94\u53d8\u91cf\uff0c\u5bf9\u6570\u636e\u62df\u5408\u903b\u8f91\u56de\u5f52\u6a21\u578b\u3002\u63a5\u4e0b\u6765\uff0c\u6211\u4eec\u5c06\u521b\u5efa\u4e00\u6761 ROC \u66f2\u7ebf\u6765\u5206\u6790\u6a21\u578b\u5bf9\u6570\u636e\u7684\u62df\u5408\u7a0b\u5ea6\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>\u6b65\u9aa41\uff1a\u52a0\u8f7d\u5e76\u663e\u793a\u6570\u636e\u3002<\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\">\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u52a0\u8f7d\u6570\u636e\uff1a<\/span><\/p>\n<blockquote>\n<p><span style=\"color: #000000;\"><strong>\u4f7f\u7528https:\/\/www.stata-press.com\/data\/r13\/lbw<\/strong><\/span><\/p>\n<\/blockquote>\n<p><span style=\"color: #000000;\">\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u5feb\u901f\u4e86\u89e3\u6570\u636e\u96c6\uff1a<\/span><\/p>\n<blockquote data-slot-rendered-dynamic=\"true\">\n<p><span style=\"color: #000000;\"><strong>\u603b\u7ed3\u4e00\u4e0b<\/strong><\/span><\/p>\n<\/blockquote>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-5793 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/logistiqueregstata1.png\" sizes=\"auto, \" srcset=\"\" alt=\"Stata\u4e2d\u7684\u4f4e\u51fa\u751f\u4f53\u91cd\u6570\u636e\u96c6\" width=\"534\" height=\"356\"><\/p>\n<p><span style=\"color: #000000;\">\u6570\u636e\u96c6\u4e2d\u6709 11 \u4e2a\u4e0d\u540c\u7684\u53d8\u91cf\uff0c\u4f46\u6211\u4eec\u552f\u4e00\u611f\u5174\u8da3\u7684\u4e09\u4e2a\u662f\u4f4e\u6c34\u5e73\u3001\u5e74\u9f84\u548c\u5438\u70df\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>\u6b65\u9aa42\uff1a\u62df\u5408\u903b\u8f91\u56de\u5f52\u6a21\u578b\u3002<\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\">\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u6765\u62df\u5408\u903b\u8f91\u56de\u5f52\u6a21\u578b\uff1a<\/span><\/p>\n<blockquote>\n<p><span style=\"color: #000000;\"><strong>\u4f4e\u5e74\u9f84\u70df\u96fe Logit<\/strong><\/span> <\/p>\n<\/blockquote>\n<p data-slot-rendered-dynamic=\"true\"><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-5798 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/logistiqueregstata3.png\" sizes=\"auto, \" srcset=\"\" alt=\"Stata \u4e2d\u7684\u903b\u8f91\u56de\u5f52\u8f93\u51fa\" width=\"579\" height=\"331\"><\/p>\n<p data-slot-rendered-dynamic=\"true\"><span style=\"color: #000000;\"><strong>\u6b65\u9aa4 3\uff1a\u521b\u5efa ROC \u66f2\u7ebf\u3002<\/strong><\/span><\/p>\n<p data-slot-rendered-dynamic=\"true\"><span style=\"color: #000000;\">\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u4e3a\u6a21\u578b\u521b\u5efa ROC \u66f2\u7ebf\uff1a<\/span><\/p>\n<blockquote>\n<p data-slot-rendered-dynamic=\"true\"><strong><span style=\"color: #000000;\">\u6d1b\u514b<\/span><\/strong><\/p>\n<\/blockquote>\n<p data-slot-rendered-dynamic=\"true\"><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-6039 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/roccurvestata1.png\" alt=\"Stata\u4e2d\u7684ROC\u66f2\u7ebf\" width=\"571\" height=\"417\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p data-slot-rendered-dynamic=\"true\"><span style=\"color: #000000;\"><strong>\u6b65\u9aa4 4\uff1a\u89e3\u91ca ROC \u66f2\u7ebf\u3002<\/strong><\/span><\/p>\n<p data-slot-rendered-dynamic=\"true\"><span style=\"color: #000000;\">\u5f53\u6211\u4eec\u62df\u5408\u903b\u8f91\u56de\u5f52\u6a21\u578b\u65f6\uff0c\u5b83\u53ef\u4ee5\u6839\u636e\u9884\u6d4b\u53d8\u91cf\u7684\u503c\u6765\u8ba1\u7b97\u7ed9\u5b9a\u89c2\u5bdf\u7ed3\u679c\u4ea7\u751f\u79ef\u6781\u7ed3\u679c\u7684\u6982\u7387\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u4e3a\u4e86\u786e\u5b9a\u89c2\u5bdf\u662f\u5426\u5e94\u8be5\u88ab\u5206\u7c7b\u4e3a\u9633\u6027\uff0c\u6211\u4eec\u53ef\u4ee5\u9009\u62e9\u4e00\u4e2a\u9608\u503c\uff0c\u4f7f\u5f97\u8c03\u6574\u540e\u7684\u6982\u7387\u9ad8\u4e8e\u9608\u503c\u7684\u89c2\u5bdf\u88ab\u5206\u7c7b\u4e3a\u9633\u6027\uff0c\u800c\u6240\u6709\u8c03\u6574\u540e\u7684\u6982\u7387\u4f4e\u4e8e\u9608\u503c\u7684\u89c2\u5bdf\u88ab\u5206\u7c7b\u4e3a\u9634\u6027\u3002 \u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u4f8b\u5982\uff0c\u5047\u8bbe\u6211\u4eec\u9009\u62e9\u9608\u503c 0.5\u3002\u8fd9\u610f\u5473\u7740\u4efb\u4f55\u8c03\u6574\u6982\u7387\u5927\u4e8e 0.5 \u7684\u89c2\u6d4b\u503c\u90fd\u4f1a\u5f97\u5230\u6b63\u7ed3\u679c\uff0c\u800c\u4efb\u4f55\u8c03\u6574\u6982\u7387\u5c0f\u4e8e\u6216\u7b49\u4e8e 0.5 \u7684\u89c2\u6d4b\u503c\u90fd\u4f1a\u5f97\u5230\u8d1f\u7ed3\u679c\u3002<\/span><\/p>\n<p> <span style=\"color: #000000;\">ROC \u66f2\u7ebf\u5411\u6211\u4eec\u5c55\u793a\u4e86\u9608\u503c\u4ece 0 \u53d8\u5316\u5230 1 \u65f6\u7684\u7075\u654f\u5ea6\u503c\u4e0e\u7279\u5f02\u6027 1\u3002\u5177\u6709\u9ad8\u7075\u654f\u5ea6\u548c\u7279\u5f02\u6027\u7684\u6a21\u578b\u5c06\u5177\u6709\u7d27\u8d34\u56fe\u5de6\u4e0a\u89d2\u7684 ROC \u66f2\u7ebf\u3002\u4f4e\u7075\u654f\u5ea6\u548c\u4f4e\u7279\u5f02\u6027\u7684\u6a21\u578b\u5c06\u5177\u6709\u63a5\u8fd1 45 \u5ea6\u5bf9\u89d2\u7ebf\u7684\u66f2\u7ebf\u3002<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>AUC<\/strong> <strong>\uff08\u66f2\u7ebf\u4e0b\u9762\u79ef\uff09<\/strong>\u8ba9\u6211\u4eec\u4e86\u89e3\u6a21\u578b\u533a\u5206\u6b63\u7ed3\u679c\u548c\u8d1f\u7ed3\u679c\u7684\u80fd\u529b\u3002 AUC \u7684\u8303\u56f4\u53ef\u4ee5\u4ece 0 \u5230 1\u3002AUC \u8d8a\u9ad8\uff0c\u6a21\u578b\u5bf9\u7ed3\u679c\u8fdb\u884c\u6b63\u786e\u5206\u7c7b\u7684\u80fd\u529b\u5c31\u8d8a\u597d\u3002<\/span><span style=\"color: #000000;\">\u5728\u6211\u4eec\u7684\u793a\u4f8b\u4e2d\uff0c\u6211\u4eec\u53ef\u4ee5\u770b\u5230 AUC \u4e3a<strong>0.6111<\/strong> \u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528 AUC \u6765\u6bd4\u8f83\u4e24\u4e2a\u6216\u591a\u4e2a\u6a21\u578b\u7684\u6027\u80fd\u3002 AUC \u6700\u9ad8\u7684\u6a21\u578b\u8868\u73b0\u6700\u597d\u3002<\/span><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u5176\u4ed6\u8d44\u6e90<\/strong><\/span><\/h3>\n<p><a href=\"https:\/\/statorials.org\/cn\/\u903b\u8f91\u56de\u5f52\u7edf\u8ba1\/\" target=\"_blank\" rel=\"noopener\">\u5982\u4f55\u5728Stata\u4e2d\u8fdb\u884c\u903b\u8f91\u56de\u5f52<\/a><br \/><a href=\"https:\/\/statorials.org\/cn\/\u5982\u4f55\u89e3\u91ca\u903b\u8f91\u56de\u5f52\u6a21\u578b\u7684-cd-\u7edf\u8ba1\u91cf\/\" target=\"_blank\" rel=\"noopener\">\u5982\u4f55\u89e3\u8bfb\u903b\u8f91\u56de\u5f52\u6a21\u578b\u7684ROC\u66f2\u7ebf\u548cAUC<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u903b\u8f91\u56de\u5f52\u662f\u4e00\u79cd\u7edf\u8ba1\u65b9\u6cd5\uff0c\u5f53\u54cd\u5e94\u53d8\u91cf\u662f\u4e8c\u5143\u65f6\uff0c\u6211\u4eec\u7528\u5b83\u6765\u62df\u5408\u56de\u5f52\u6a21\u578b\u3002\u4e3a\u4e86\u8bc4\u4f30\u903b\u8f91\u56de\u5f52\u6a21\u578b\u5bf9\u6570\u636e\u96c6\u7684\u62df\u5408\u7a0b\u5ea6\uff0c\u6211 [&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-638","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 Stata \u4e2d\u521b\u5efa\u548c\u89e3\u91ca ROC \u66f2\u7ebf - Statorials<\/title>\n<meta name=\"description\" content=\"\u7b80\u5355\u8bf4\u660e\u5982\u4f55\u5728 Stata \u4e2d\u521b\u5efa\u548c\u89e3\u91ca ROC \u66f2\u7ebf\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\/\u5ca9\u77f3\u66f2\u7ebf\u72b6\u6001\/\" \/>\n<meta property=\"og:locale\" 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