{"id":1752,"date":"2023-07-25T03:26:59","date_gmt":"2023-07-25T03:26:59","guid":{"rendered":"https:\/\/statorials.org\/cn\/%e8%b4%9faic\/"},"modified":"2023-07-25T03:26:59","modified_gmt":"2023-07-25T03:26:59","slug":"%e8%b4%9faic","status":"publish","type":"post","link":"https:\/\/statorials.org\/cn\/%e8%b4%9faic\/","title":{"rendered":"\u5982\u4f55\u89e3\u91ca\u8d1f aic \u503c"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\u8d64\u6c60\u4fe1\u606f\u51c6\u5219 (AIC) \u662f\u4e00\u79cd\u7528\u4e8e\u6bd4\u8f83\u4e0d\u540c\u56de\u5f52\u6a21\u578b\u62df\u5408\u7a0b\u5ea6\u7684\u6307\u6807\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u8ba1\u7b97\u65b9\u6cd5\u5982\u4e0b\uff1a<\/span><\/p>\n<p> <span style=\"color: #000000;\">AIC = 2K \u2013 2 <em>ln<\/em> (L)<\/span><\/p>\n<p><span style=\"color: #000000;\">\u91d1\u5b50\uff1a<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>K\uff1a<\/strong>\u6a21\u578b\u53c2\u6570\u7684\u6570\u91cf\u3002<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong><em>ln<\/em> (L)<\/strong> \uff1a\u6a21\u578b\u7684\u5bf9\u6570\u4f3c\u7136\u3002\u8fd9\u544a\u8bc9\u6211\u4eec\u5728\u7ed9\u5b9a\u6570\u636e\u7684\u60c5\u51b5\u4e0b\u8be5\u6a21\u578b\u7684\u53ef\u80fd\u6027\u6709\u591a\u5927\u3002<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\">\u62df\u5408\u591a\u4e2a\u56de\u5f52\u6a21\u578b\u540e\uff0c\u60a8\u53ef\u4ee5\u6bd4\u8f83<\/span><span style=\"color: #000000;\">\u6bcf\u4e2a\u6a21\u578b\u7684 AIC \u503c\u3002 AIC \u6700\u4f4e\u7684\u6a21\u578b\u63d0\u4f9b\u6700\u4f73\u62df\u5408\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u5b66\u751f\u7ecf\u5e38\u95ee\u7684\u5173\u4e8e AIC \u7684\u4e00\u4e2a\u95ee\u9898\u662f\uff1a<em><strong>\u5982\u4f55\u89e3\u91ca\u8d1f AIC \u503c\uff1f<\/strong><\/em><\/span><\/p>\n<p><span style=\"color: #000000;\">\u7b54\u6848\u5f88\u7b80\u5355\uff1a <strong>AIC \u503c\u8d8a\u4f4e\uff0c\u6a21\u578b\u62df\u5408\u5f97\u8d8a\u597d\u3002 AIC\u503c\u7684\u7edd\u5bf9\u503c\u5e76\u4e0d\u91cd\u8981\u3002\u8fd9\u53ef\u4ee5\u662f\u79ef\u6781\u7684\uff0c\u4e5f\u53ef\u4ee5\u662f\u6d88\u6781\u7684\u3002<\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\">\u4f8b\u5982\uff0c\u5982\u679c\u6a21\u578b 1 \u7684 AIC \u503c\u4e3a -56.5\uff0c\u6a21\u578b 2 \u7684 AIC \u503c\u4e3a -103.3\uff0c\u5219\u6a21\u578b 2 \u63d0\u4f9b\u66f4\u597d\u7684\u62df\u5408\u3002\u5982\u679c\u4e24\u4e2aAIC\u503c\u90fd\u662f\u8d1f\u6570\u4e5f\u6ca1\u5173\u7cfb\u3002<\/span><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u4e86\u89e3\u8d1f AIC \u503c<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u5982\u679c\u6211\u4eec\u7b80\u5355\u5730\u67e5\u770b\u7528\u4e8e\u8ba1\u7b97 AIC \u7684\u516c\u5f0f\uff0c\u5c31\u5f88\u5bb9\u6613\u770b\u51fa\u7ed9\u5b9a\u7684\u56de\u5f52\u6a21\u578b\u5982\u4f55\u5bfc\u81f4 AIC \u4e3a\u8d1f\u503c\uff1a<\/span><\/p>\n<p> <span style=\"color: #000000;\">AIC = 2K \u2013 2 <em>ln<\/em> (L)<\/span><\/p>\n<p><span style=\"color: #000000;\">\u5047\u8bbe\u6211\u4eec\u6709\u4e00\u4e2a\u5177\u6709 7 \u4e2a\u53c2\u6570\u4e14\u5bf9\u6570\u4f3c\u7136\u4e3a 70 \u7684\u6a21\u578b\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u6211\u4eec\u5c06\u8ba1\u7b97\u8be5\u6a21\u578b\u7684 AIC \u5982\u4e0b\uff1a<\/span><\/p>\n<p> <span style=\"color: #000000;\">AIC = 2*7 \u2013 2*70 = <strong>-126<\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\">\u7136\u540e\uff0c\u6211\u4eec\u53ef\u4ee5\u5c06\u6b64 AIC \u503c\u4e0e\u5176\u4ed6\u56de\u5f52\u6a21\u578b\u7684\u503c\u8fdb\u884c\u6bd4\u8f83\uff0c\u4ee5\u786e\u5b9a\u54ea\u4e2a\u6a21\u578b\u63d0\u4f9b\u6700\u4f73\u62df\u5408\u3002<\/span><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u6709\u5173\u8d1f AIC \u503c\u7684\u6559\u79d1\u4e66\u53c2\u8003\u8d44\u6599<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u5173\u4e8e\u8d1f AIC \u503c\u7684\u6709\u7528\u6559\u79d1\u4e66\u53c2\u8003\u6765\u81ea<a href=\"https:\/\/books.google.ca\/books?id=fT1Iu-h6E-oC&amp;printsec=frontcover#v=onepage&amp;q&amp;f=false\" target=\"_blank\" rel=\"noopener\"><em>\u6a21\u578b\u9009\u62e9\u548c\u591a\u6a21\u6001\u63a8\u7406\uff1a\u5b9e\u7528\u4fe1\u606f\u7406\u8bba\u65b9\u6cd5<\/em><\/a>\u7b2c 62 \u9875\uff1a<\/span><\/p>\n<blockquote>\n<p><span style=\"color: #000000;\">\u901a\u5e38 AIC \u4e3a\u6b63\u503c\uff1b\u7136\u800c\uff0c\u5b83\u53ef\u4ee5\u901a\u8fc7\u4efb\u4f55\u52a0\u6027\u5e38\u6570\u6765\u79fb\u52a8\uff0c\u5e76\u4e14\u67d0\u4e9b\u53d8\u5316\u53ef\u80fd\u4f1a\u5bfc\u81f4\u8d1f AIC \u503c&#8230;\u8fd9\u4e0d\u662f AIC \u503c\u7684\u7edd\u5bf9\u5927\u5c0f\uff0c\u5b83\u662f\u6240\u6709\u8003\u8651\u7684\u6a21\u578b\u7684\u76f8\u5bf9\u503c\uff0c\u7279\u522b\u662fAIC\u503c\u4e4b\u95f4\u7684\u5dee\u5f02\u5f88\u91cd\u8981\u3002<\/span><\/p>\n<\/blockquote>\n<p><span style=\"color: #000000;\">\u53e6\u4e00\u4e2a\u6709\u7528\u7684\u53c2\u8003\u6765\u81ea<a href=\"https:\/\/www.amazon.com\/Serious-Stat-advanced-statistics-behavioral\/dp\/0230577180\" target=\"_blank\" rel=\"noopener\"><em>\u300a\u4e25\u8083\u7684\u7edf\u8ba1\uff1a\u884c\u4e3a\u79d1\u5b66\u9ad8\u7ea7\u7edf\u8ba1\u6307\u5357\u300b<\/em><\/a>\u7b2c 402 \u9875\uff1a<\/span><\/p>\n<blockquote>\n<p><span style=\"color: #000000;\">\u4e0e\u4f3c\u7136\u4e00\u6837\uff0cAIC \u7684\u7edd\u5bf9\u503c\u5728\u5f88\u5927\u7a0b\u5ea6\u4e0a\u6ca1\u6709\u610f\u4e49\uff08\u7531\u4efb\u610f\u5e38\u6570\u786e\u5b9a\uff09\u3002\u7531\u4e8e\u8be5\u5e38\u6570\u4f9d\u8d56\u4e8e\u6570\u636e\uff0c\u56e0\u6b64 AIC \u53ef\u7528\u4e8e\u6bd4\u8f83\u9002\u7528\u4e8e\u76f8\u540c\u6837\u672c\u7684\u6a21\u578b\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u56e0\u6b64\uff0c\u5728\u6240\u6709\u8003\u8651\u7684\u5408\u7406\u6a21\u578b\u4e2d\uff0c\u6700\u597d\u7684\u6a21\u578b\u662f AIC \u503c\u6700\u5c0f\u7684\u6a21\u578b\uff08\u4e0e\u771f\u5b9e\u6a21\u578b\u76f8\u6bd4\uff0c\u4fe1\u606f\u635f\u5931\u6700\u5c11\uff09\u3002<\/span><\/p>\n<\/blockquote>\n<p><span style=\"color: #000000;\">\u6b63\u5982\u4e24\u672c\u6559\u79d1\u4e66\u6240\u6307\u51fa\u7684\uff0cAIC \u7684\u7edd\u5bf9\u503c\u5e76\u4e0d\u91cd\u8981\u3002\u6211\u4eec\u7b80\u5355\u5730\u7528AIC\u503c\u6765\u6bd4\u8f83\u6a21\u578b\u7684\u62df\u5408\u5ea6\uff0cAIC\u503c\u6700\u4f4e\u7684\u6a21\u578b\u662f\u6700\u597d\u7684\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\/aic-\u81f3-r\/\" target=\"_blank\" rel=\"noopener\">\u5982\u4f55\u5728R\u4e2d\u8ba1\u7b97AIC<\/a><br \/><a href=\"https:\/\/statorials.org\/cn\/\u87d2\u86c7\u4e2d\u7684aic\/\" target=\"_blank\" rel=\"noopener\">\u5982\u4f55\u7528Python\u8ba1\u7b97AIC<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u8d64\u6c60\u4fe1\u606f\u51c6\u5219 (AIC) \u662f\u4e00\u79cd\u7528\u4e8e\u6bd4\u8f83\u4e0d\u540c\u56de\u5f52\u6a21\u578b\u62df\u5408\u7a0b\u5ea6\u7684\u6307\u6807\u3002 \u8ba1\u7b97\u65b9\u6cd5\u5982\u4e0b\uff1a AIC = 2K \u2013 2 [&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-1752","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\u89e3\u91ca\u8d1f AIC \u503c - Statorials<\/title>\n<meta name=\"description\" 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