{"id":642,"date":"2023-07-29T06:00:49","date_gmt":"2023-07-29T06:00:49","guid":{"rendered":"https:\/\/statorials.org\/cn\/%e5%a4%9a%e9%87%8d%e5%85%b1%e7%ba%bf%e6%80%a7%e7%bb%9f%e8%ae%a1\/"},"modified":"2023-07-29T06:00:49","modified_gmt":"2023-07-29T06:00:49","slug":"%e5%a4%9a%e9%87%8d%e5%85%b1%e7%ba%bf%e6%80%a7%e7%bb%9f%e8%ae%a1","status":"publish","type":"post","link":"https:\/\/statorials.org\/cn\/%e5%a4%9a%e9%87%8d%e5%85%b1%e7%ba%bf%e6%80%a7%e7%bb%9f%e8%ae%a1\/","title":{"rendered":"\u5982\u4f55\u5728 stata \u4e2d\u6d4b\u8bd5\u591a\u91cd\u5171\u7ebf\u6027"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\u5f53\u4e24\u4e2a\u6216\u591a\u4e2a\u89e3\u91ca\u53d8\u91cf\u5f7c\u6b64\u9ad8\u5ea6\u76f8\u5173\uff0c\u4ee5\u81f4\u5b83\u4eec\u5728\u56de\u5f52\u6a21\u578b\u4e2d\u4e0d\u63d0\u4f9b\u552f\u4e00\u6216\u72ec\u7acb\u7684\u4fe1\u606f\u65f6\uff0c\u5c31\u4f1a\u51fa\u73b0\u56de\u5f52\u5206\u6790\u4e2d\u7684 <a href=\"https:\/\/statorials.org\/cn\/\u591a\u91cd\u5171\u7ebf\u6027\u56de\u5f52\/\" target=\"_blank\" rel=\"noopener\"><strong>\u591a\u91cd\u5171\u7ebf\u6027<\/strong><\/a>\u3002\u5982\u679c\u53d8\u91cf\u4e4b\u95f4\u7684\u76f8\u5173\u7a0b\u5ea6\u8db3\u591f\u9ad8\uff0c\u5219\u5728\u62df\u5408\u548c\u89e3\u91ca\u56de\u5f52\u6a21\u578b\u65f6\u53ef\u80fd\u4f1a\u51fa\u73b0\u95ee\u9898\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u4f8b\u5982\uff0c\u5047\u8bbe\u60a8\u4f7f\u7528\u4ee5\u4e0b\u53d8\u91cf\u8fd0\u884c\u591a\u5143\u7ebf\u6027\u56de\u5f52\uff1a<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>\u53ef\u53d8\u54cd\u5e94\uff1a<\/strong>\u6700\u5927\u5782\u76f4\u8df3\u8dc3<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>\u89e3\u91ca\u53d8\u91cf\uff1a<\/strong>\u978b\u7801\u3001\u9ad8\u5ea6\u3001\u7ec3\u4e60\u65f6\u95f4<\/span><\/p>\n<p><span style=\"color: #000000;\">\u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b\uff0c\u89e3\u91ca\u53d8\u91cf\u978b\u7801\u548c\u8eab\u9ad8\u53ef\u80fd\u5bc6\u5207\u76f8\u5173\uff0c\u56e0\u4e3a\u9ad8\u4e2a\u5b50\u7684\u978b\u7801\u5f80\u5f80\u8f83\u5927\u3002\u8fd9\u610f\u5473\u7740\u591a\u91cd\u5171\u7ebf\u6027\u53ef\u80fd\u662f\u8be5\u56de\u5f52\u4e2d\u7684\u4e00\u4e2a\u95ee\u9898\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u5e78\u8fd0\u7684\u662f\uff0c\u53ef\u4ee5\u4f7f\u7528\u79f0\u4e3a<strong>\u65b9\u5dee\u81a8\u80c0\u56e0\u5b50 (VIF)<\/strong>\u7684\u6307\u6807\u6765\u68c0\u6d4b\u591a\u91cd\u5171\u7ebf\u6027\uff0c\u8be5\u6307\u6807\u6d4b\u91cf\u56de\u5f52\u6a21\u578b\u4e2d\u89e3\u91ca\u53d8\u91cf\u4e4b\u95f4\u7684\u76f8\u5173\u6027\u548c\u76f8\u5173\u5f3a\u5ea6\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u672c\u6559\u7a0b\u4ecb\u7ecd\u5982\u4f55\u4f7f\u7528 VIF \u5728 Stata \u56de\u5f52\u5206\u6790\u4e2d\u68c0\u6d4b\u591a\u91cd\u5171\u7ebf\u6027\u3002<\/span><\/p>\n<h2><span style=\"color: #000000;\"><strong>\u793a\u4f8b\uff1aStata \u4e2d\u7684\u591a\u91cd\u5171\u7ebf\u6027<\/strong><\/span><\/h2>\n<p><span style=\"color: #000000;\">\u5728\u672c\u4f8b\u4e2d\uff0c\u6211\u4eec\u5c06\u4f7f\u7528 Stata \u7684\u5185\u7f6e\u6570\u636e\u96c6<em>auto<\/em> \u3002\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u52a0\u8f7d\u6570\u636e\u96c6\uff1a<\/span><\/p>\n<blockquote>\n<p><span style=\"color: #000000;\"><strong><span style=\"color: #000000;\">\u81ea\u52a8\u4f7f\u7528<\/span><\/strong><\/span><\/p>\n<\/blockquote>\n<p><span style=\"color: #000000;\">\u6211\u4eec\u5c06\u4f7f\u7528<strong>regress<\/strong>\u547d\u4ee4\u6765\u62df\u5408<a href=\"https:\/\/statorials.org\/cn\/\u591a\u5143\u7ebf\u6027\u56de\u5f52\u7edf\u8ba1\/\" target=\"_blank\" rel=\"noopener\">\u591a\u5143\u7ebf\u6027\u56de\u5f52\u6a21\u578b<\/a>\uff0c\u4f7f\u7528\u4ef7\u683c\u4f5c\u4e3a\u54cd\u5e94\u53d8\u91cf\uff0c\u4f7f\u7528\u91cd\u91cf\u3001\u957f\u5ea6\u548c\u82f1\u91cc\u6570\u4f5c\u4e3a\u89e3\u91ca\u53d8\u91cf\uff1a<\/span><\/p>\n<blockquote>\n<p><span style=\"color: #000000;\"><strong>\u56de\u5f52 \u4ef7\u683c \u91cd\u91cf \u957f\u5ea6 mpg<\/strong><\/span> <\/p>\n<\/blockquote>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-6081 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/vif1.png\" alt=\"Stata \u4e2d\u7684\u591a\u5143\u7ebf\u6027\u56de\u5f52\u8f93\u51fa\" width=\"565\" height=\"286\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\">\u63a5\u4e0b\u6765\uff0c\u6211\u4eec\u5c06\u4f7f\u7528<strong>vive<\/strong>\u547d\u4ee4\u6765\u6d4b\u8bd5\u591a\u91cd\u5171\u7ebf\u6027\uff1a<\/span><\/p>\n<blockquote>\n<p><strong><span style=\"color: #000000;\">\u6d3b\u6cfc<\/span><\/strong><\/p>\n<\/blockquote>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-6082 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/vif2.png\" alt=\"Stata \u4e2d\u7684 VIF\" width=\"297\" height=\"176\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\">\u8fd9\u4f1a\u4e3a\u6a21\u578b\u4e2d\u7684\u6bcf\u4e2a\u89e3\u91ca\u53d8\u91cf\u751f\u6210\u4e00\u4e2a VIF \u503c\u3002 VIF \u503c\u4ece 1 \u5f00\u59cb\uff0c\u6ca1\u6709\u4e0a\u9650\u3002\u89e3\u91ca VIF \u7684\u4e00\u822c\u89c4\u5219\u662f\uff1a<\/span><\/p>\n<ul>\n<li><span style=\"color: #000000;\">\u503c\u4e3a 1 \u8868\u793a\u7ed9\u5b9a\u89e3\u91ca\u53d8\u91cf\u4e0e\u6a21\u578b\u4e2d\u7684\u4efb\u4f55\u5176\u4ed6\u89e3\u91ca\u53d8\u91cf\u4e4b\u95f4\u4e0d\u5b58\u5728\u76f8\u5173\u6027\u3002<\/span><\/li>\n<li> <span style=\"color: #000000;\">1 \u5230 5 \u4e4b\u95f4\u7684\u503c\u8868\u793a\u7ed9\u5b9a\u89e3\u91ca\u53d8\u91cf\u4e0e\u6a21\u578b\u4e2d\u7684\u5176\u4ed6\u89e3\u91ca\u53d8\u91cf\u4e4b\u95f4\u5b58\u5728\u4e2d\u7b49\u76f8\u5173\u6027\uff0c\u4f46\u901a\u5e38\u6ca1\u6709\u4e25\u91cd\u5230\u9700\u8981\u7279\u522b\u6ce8\u610f\u7684\u7a0b\u5ea6\u3002<\/span><\/li>\n<li><span style=\"color: #000000;\">\u5927\u4e8e 5 \u7684\u503c\u8868\u793a\u7ed9\u5b9a\u89e3\u91ca\u53d8\u91cf\u4e0e\u6a21\u578b\u4e2d\u7684\u5176\u4ed6\u89e3\u91ca\u53d8\u91cf\u4e4b\u95f4\u53ef\u80fd\u5b58\u5728\u4e25\u91cd\u76f8\u5173\u6027\u3002\u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b\uff0c\u56de\u5f52\u7ed3\u679c\u4e2d\u7684\u7cfb\u6570\u4f30\u8ba1\u548c p \u503c\u53ef\u80fd\u4e0d\u53ef\u9760\u3002<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\">\u6211\u4eec\u53ef\u4ee5\u770b\u5230\u91cd\u91cf\u548c\u957f\u5ea6\u7684VIF\u503c\u90fd\u5927\u4e8e5\uff0c\u8868\u660e\u56de\u5f52\u6a21\u578b\u4e2d\u5f88\u53ef\u80fd\u5b58\u5728\u591a\u91cd\u5171\u7ebf\u6027\u95ee\u9898\u3002<\/span><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u5982\u4f55\u5904\u7406\u591a\u91cd\u5171\u7ebf\u6027<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u901a\u5e38\uff0c\u5904\u7406\u591a\u91cd\u5171\u7ebf\u6027\u7684\u6700\u7b80\u5355\u65b9\u6cd5\u662f\u7b80\u5355\u5730\u5220\u9664\u4e00\u4e2a\u95ee\u9898\u53d8\u91cf\uff0c\u56e0\u4e3a\u60a8\u8981\u5220\u9664\u7684\u53d8\u91cf\u65e0\u8bba\u5982\u4f55\u90fd\u53ef\u80fd\u662f\u591a\u4f59\u7684\uff0c\u5e76\u4e14\u51e0\u4e4e\u4e0d\u4f1a\u5411\u6a21\u578b\u6dfb\u52a0\u552f\u4e00\u6216\u72ec\u7acb\u7684\u4fe1\u606f\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u4e3a\u4e86\u786e\u5b9a\u8981\u5220\u9664\u54ea\u4e2a\u53d8\u91cf\uff0c\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528<strong>corr<\/strong>\u547d\u4ee4\u521b\u5efa\u4e00\u4e2a<a href=\"https:\/\/statorials.org\/cn\/\u7edf\u8ba1\u76f8\u5173\u77e9\u9635\/\" target=\"_blank\" rel=\"noopener\">\u76f8\u5173\u77e9\u9635<\/a>\u6765\u663e\u793a\u6a21\u578b\u4e2d\u6bcf\u4e2a\u53d8\u91cf\u4e4b\u95f4\u7684\u76f8\u5173\u7cfb\u6570\uff0c\u8fd9\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u8bc6\u522b\u54ea\u4e9b\u53d8\u91cf\u53ef\u80fd\u5f7c\u6b64\u9ad8\u5ea6\u76f8\u5173\u5e76\u53ef\u80fd\u5bfc\u81f4\u591a\u91cd\u5171\u7ebf\u6027\u95ee\u9898\uff1a<\/span><\/p>\n<blockquote>\n<p><span style=\"color: #000000;\"><strong>\u66f4\u6b63 \u4ef7\u683c \u91cd\u91cf \u957f\u5ea6 mpg<\/strong><\/span> <\/p>\n<\/blockquote>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-6084 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/vif3.png\" alt=\"Stata\u4e2d\u7684\u76f8\u5173\u77e9\u9635\" width=\"399\" height=\"174\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\">\u6211\u4eec\u53ef\u4ee5\u770b\u5230\uff0c\u957f\u5ea6\u4e0e\u4f53\u91cd\u548c\u6bcf\u52a0\u4ed1\u82f1\u91cc\u6570\u9ad8\u5ea6\u76f8\u5173\uff0c\u4e0e\u54cd\u5e94\u53d8\u91cf\u4ef7\u683c\u7684\u76f8\u5173\u6027\u6700\u4f4e\u3002\u56e0\u6b64\uff0c\u5220\u9664\u6a21\u578b\u957f\u5ea6\u53ef\u4ee5\u89e3\u51b3\u591a\u91cd\u5171\u7ebf\u6027\u95ee\u9898\uff0c\u800c\u4e0d\u4f1a\u964d\u4f4e\u56de\u5f52\u6a21\u578b\u7684\u6574\u4f53\u8d28\u91cf\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u4e3a\u4e86\u6d4b\u8bd5\u8fd9\u4e00\u70b9\uff0c\u6211\u4eec\u53ef\u4ee5\u4ec5\u4f7f\u7528\u4f53\u91cd\u548c mpg \u4f5c\u4e3a\u89e3\u91ca\u53d8\u91cf\u518d\u6b21\u8fd0\u884c\u56de\u5f52\u5206\u6790\uff1a<\/span><\/p>\n<blockquote>\n<p><span style=\"color: #000000;\"><strong>\u56de\u5f52 \u4ef7\u683c \u91cd\u91cf mpg<\/strong><\/span> <\/p>\n<\/blockquote>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-6085 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/vif4.png\" alt=\"Stata \u4e2d\u7684\u591a\u5143\u7ebf\u6027\u56de\u5f52\u8f93\u51fa\" width=\"544\" height=\"257\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\">\u6211\u4eec\u53ef\u4ee5\u770b\u5230\uff0c\u8be5\u6a21\u578b\u7684\u8c03\u6574\u540e R \u5e73\u65b9\u4e3a<strong>0.2735<\/strong> \uff0c\u800c\u4e4b\u524d\u6a21\u578b\u7684\u8c03\u6574 R \u5e73\u65b9\u4e3a<strong>0.3298<\/strong> \u3002\u8fd9\u8868\u660e\u6a21\u578b\u7684\u6574\u4f53\u5b9e\u7528\u6027\u4ec5\u7565\u6709\u4e0b\u964d\u3002\u7136\u540e\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528<strong>VIF<\/strong>\u547d\u4ee4\u627e\u5230VIF\u503c\uff1a<\/span><\/p>\n<blockquote>\n<p><strong><span style=\"color: #000000;\">\u6d3b\u6cfc<\/span><\/strong><\/p>\n<\/blockquote>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-6086 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/vif5.png\" alt=\"Stata\u4e2d\u7684VIF\u503c\" width=\"303\" height=\"164\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\">\u4e24\u4e2aVIF\u503c\u5747\u5c0f\u4e8e5\uff0c\u8868\u660e\u591a\u91cd\u5171\u7ebf\u6027\u4e0d\u518d\u662f\u6a21\u578b\u4e2d\u7684\u95ee\u9898\u3002<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5f53\u4e24\u4e2a\u6216\u591a\u4e2a\u89e3\u91ca\u53d8\u91cf\u5f7c\u6b64\u9ad8\u5ea6\u76f8\u5173\uff0c\u4ee5\u81f4\u5b83\u4eec\u5728\u56de\u5f52\u6a21\u578b\u4e2d\u4e0d\u63d0\u4f9b\u552f\u4e00\u6216\u72ec\u7acb\u7684\u4fe1\u606f\u65f6\uff0c\u5c31\u4f1a\u51fa\u73b0\u56de\u5f52\u5206\u6790\u4e2d\u7684 \u591a\u91cd\u5171\u7ebf [&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-642","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\u6d4b\u8bd5\u591a\u91cd\u5171\u7ebf\u6027 - Statorials<\/title>\n<meta name=\"description\" content=\"\u5173\u4e8e\u5982\u4f55\u5728 Stata \u4e2d\u6d4b\u8bd5\u56de\u5f52\u4e2d\u7684\u591a\u91cd\u5171\u7ebf\u6027\u7684\u7b80\u5355\u8bf4\u660e\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\/\u591a\u91cd\u5171\u7ebf\u6027\u7edf\u8ba1\/\" \/>\n<meta property=\"og:locale\" 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