{"id":1753,"date":"2023-07-25T03:20:44","date_gmt":"2023-07-25T03:20:44","guid":{"rendered":"https:\/\/statorials.org\/cn\/%e4%bb%80%e4%b9%88%e6%98%af%e5%a5%bd%e7%9a%84-aic-%e5%80%bc\/"},"modified":"2023-07-25T03:20:44","modified_gmt":"2023-07-25T03:20:44","slug":"%e4%bb%80%e4%b9%88%e6%98%af%e5%a5%bd%e7%9a%84-aic-%e5%80%bc","status":"publish","type":"post","link":"https:\/\/statorials.org\/cn\/%e4%bb%80%e4%b9%88%e6%98%af%e5%a5%bd%e7%9a%84-aic-%e5%80%bc\/","title":{"rendered":"\u4ec0\u4e48\u88ab\u8ba4\u4e3a\u662f\u826f\u597d\u7684 aic \u503c\uff1f"},"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>\u4ec0\u4e48\u624d\u662f\u597d\u7684 AIC \u503c\uff1f<\/strong><\/em><\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>\u7b80\u5355\u7684\u7b54\u6848\uff1aAIC \u6ca1\u6709\u4efb\u4f55\u4ef7\u503c\u53ef\u4ee5\u88ab\u8ba4\u4e3a\u662f\u201c\u597d\u201d\u6216\u201c\u574f\u201d\uff0c\u56e0\u4e3a\u6211\u4eec\u53ea\u662f\u4f7f\u7528 AIC \u4f5c\u4e3a\u6bd4\u8f83\u56de\u5f52\u6a21\u578b\u7684\u4e00\u79cd\u65b9\u5f0f\u3002 AIC \u6700\u4f4e\u7684\u6a21\u578b\u63d0\u4f9b\u6700\u4f73\u62df\u5408\u3002 AIC\u503c\u7684\u7edd\u5bf9\u503c\u5e76\u4e0d\u91cd\u8981\u3002<\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\">\u4f8b\u5982\uff0c\u5982\u679c\u6a21\u578b 1 \u7684 AIC \u503c\u4e3a 730.5\uff0c\u6a21\u578b 2 \u7684 AIC \u503c\u4e3a 456.3\uff0c\u5219\u6a21\u578b 2 \u63d0\u4f9b\u66f4\u597d\u7684\u62df\u5408\u3002 AIC\u7684\u7edd\u5bf9\u503c\u5e76\u4e0d\u91cd\u8981\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u5173\u4e8e\u6b64\u4e3b\u9898\u7684\u6709\u7528\u53c2\u8003\u6765\u81ea<a href=\"https:\/\/www.amazon.com\/Serious-Stat-advanced-statistics-behavioral\/dp\/0230577180\" target=\"_blank\" rel=\"noopener\"><em>Serious Stats: A Guide to Advanced Statistics for the Behavioural Sciences<\/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\u624b\u518c\u4e2d\u6240\u8ff0\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><strong><span style=\"color: #000000;\">\u5982\u4f55\u786e\u5b9a\u6a21\u578b\u662f\u5426\u9002\u5408\u6570\u636e\u96c6<\/span><\/strong><\/h3>\n<p><span style=\"color: #000000;\">AIC \u503c\u662f\u4ece\u6f5c\u5728\u6a21\u578b\u5217\u8868\u4e2d\u786e\u5b9a\u54ea\u79cd\u56de\u5f52\u6a21\u578b\u6700\u9002\u5408\u6570\u636e\u96c6\u7684\u6709\u7528\u65b9\u6cd5\uff0c\u4f46\u5b83\u5b9e\u9645\u4e0a\u5e76\u4e0d\u80fd\u91cf\u5316\u6a21\u578b\u5bf9\u6570\u636e\u7684\u62df\u5408<em>\u7a0b\u5ea6<\/em>\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u4f8b\u5982\uff0c\u7279\u5b9a\u56de\u5f52\u6a21\u578b\u53ef\u80fd\u5728\u6f5c\u5728\u6a21\u578b\u5217\u8868\u4e2d\u5177\u6709\u6700\u4f4e\u7684 AIC \u503c\uff0c\u4f46\u5b83\u53ef\u80fd\u4ecd\u7136\u662f\u62df\u5408\u6548\u679c\u4e0d\u4f73\u7684\u6a21\u578b\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u4e3a\u4e86\u786e\u5b9a\u6a21\u578b\u662f\u5426\u5f88\u597d\u5730\u9002\u5408\u6570\u636e\u96c6\uff0c\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u4e24\u4e2a\u6307\u6807\uff1a<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><a href=\"https:\/\/statorials.org\/cn\/\u7d2b\u8272cp\/\" target=\"_blank\" rel=\"noopener\">Mallows&#8217; Cp<\/a> \uff1a\u91cf\u5316\u56de\u5f52\u6a21\u578b\u504f\u5dee\u7a0b\u5ea6\u7684\u6307\u6807\u3002<\/span><\/li>\n<li> <span style=\"color: #000000;\"><a href=\"https:\/\/statorials.org\/cn\/r-\u62df\u5408\u4e2d\u7684-r-\u65b9\/\" target=\"_blank\" rel=\"noopener\">\u8c03\u6574\u540e\u7684 R \u5e73\u65b9<\/a>\uff1a\u54cd\u5e94\u53d8\u91cf\u4e2d\u53ef\u7531\u6a21\u578b\u4e2d\u7684\u9884\u6d4b\u53d8\u91cf\u89e3\u91ca\u7684\u65b9\u5dee\u6bd4\u4f8b\uff0c\u6839\u636e\u6a21\u578b\u4e2d\u9884\u6d4b\u53d8\u91cf\u7684\u6570\u91cf\u8fdb\u884c\u8c03\u6574\u3002<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\">\u5728\u51e0\u4e2a\u6f5c\u5728\u6a21\u578b\u4e2d\u9009\u62e9\u201c\u6700\u4f73\u201d\u56de\u5f52\u6a21\u578b\u7684\u6f5c\u5728\u7b56\u7565\u5982\u4e0b\uff1a<\/span><\/p>\n<ul>\n<li><span style=\"color: #000000;\">\u9996\u5148\uff0c\u786e\u5b9a AIC \u503c\u6700\u4f4e\u7684\u6a21\u578b\u3002<\/span><\/li>\n<li><span style=\"color: #000000;\">\u7136\u540e\u5c06\u6b64\u56de\u5f52\u6a21\u578b\u4e0e\u6570\u636e\u8fdb\u884c\u62df\u5408\uff0c\u5e76\u8ba1\u7b97\u6a21\u578b\u7684 Mallows Cp \u548c\u8c03\u6574\u540e\u7684 R \u5e73\u65b9\uff0c\u4ee5\u91cf\u5316\u5176\u5b9e\u9645\u4e0e\u6570\u636e\u7684\u62df\u5408\u7a0b\u5ea6\u3002<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\">\u901a\u8fc7\u8fd9\u79cd\u65b9\u6cd5\uff0c\u60a8\u53ef\u4ee5\u8bc6\u522b\u6700\u9002\u5408\u7684\u6a21\u578b<em>\u5e76<\/em>\u91cf\u5316\u6a21\u578b\u4e0e\u6570\u636e\u7684\u5b9e\u9645\u62df\u5408\u7a0b\u5ea6\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\/\u8d1faic\/\" target=\"_blank\" rel=\"noopener\">\u5982\u4f55\u89e3\u91ca\u8d1f AIC \u503c<\/a><br \/><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-1753","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>\u4ec0\u4e48\u88ab\u8ba4\u4e3a\u662f\u826f\u597d\u7684 AIC \u503c\uff1f - Statorials<\/title>\n<meta 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