{"id":2600,"date":"2023-07-21T13:44:24","date_gmt":"2023-07-21T13:44:24","guid":{"rendered":"https:\/\/statorials.org\/cn\/%e6%b0%94%e9%97%b8%e4%b8%ad%e7%9a%84%e9%80%bb%e8%be%91%e5%9b%9e%e5%bd%92\/"},"modified":"2023-07-21T13:44:24","modified_gmt":"2023-07-21T13:44:24","slug":"%e6%b0%94%e9%97%b8%e4%b8%ad%e7%9a%84%e9%80%bb%e8%be%91%e5%9b%9e%e5%bd%92","status":"publish","type":"post","link":"https:\/\/statorials.org\/cn\/%e6%b0%94%e9%97%b8%e4%b8%ad%e7%9a%84%e9%80%bb%e8%be%91%e5%9b%9e%e5%bd%92\/","title":{"rendered":"\u5982\u4f55\u5728 sas \u4e2d\u6267\u884c\u903b\u8f91\u56de\u5f52"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\u5f53\u54cd\u5e94\u53d8\u91cf\u662f\u4e8c\u5143\u65f6\uff0c<a href=\"https:\/\/statorials.org\/cn\/\u903b\u8f91\u56de\u5f521\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u903b\u8f91\u56de\u5f52<\/a>\u662f\u6211\u4eec\u53ef\u4ee5\u7528\u6765\u62df\u5408\u56de\u5f52\u6a21\u578b\u7684\u65b9\u6cd5\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u903b\u8f91\u56de\u5f52\u4f7f\u7528\u79f0\u4e3a<em>\u6700\u5927\u4f3c\u7136\u4f30\u8ba1\u7684<\/em>\u65b9\u6cd5\u6765\u67e5\u627e\u4ee5\u4e0b\u5f62\u5f0f\u7684\u65b9\u7a0b\uff1a<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>log[p(X) \/ (1 <sub>&#8211;<\/sub> p(X))] = \u03b2 <sub>0<\/sub> + \u03b2 <sub>1<\/sub> X <sub>1<\/sub> + \u03b2 <sub>2<\/sub> X <sub>2<\/sub> + \u2026 + \u03b2 <sub>p<\/sub><\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\">\u91d1\u5b50\uff1a<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>X <sub>j<\/sub><\/strong> \uff1a\u7b2c j<sup>\u4e2a<\/sup>\u9884\u6d4b\u53d8\u91cf<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>\u03b2 <sub>j<\/sub><\/strong> \uff1a\u7b2c j<sup>\u4e2a<\/sup>\u9884\u6d4b\u53d8\u91cf\u7684\u7cfb\u6570\u4f30\u8ba1<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\">\u65b9\u7a0b\u53f3\u4fa7\u7684\u516c\u5f0f\u9884\u6d4b\u54cd\u5e94\u53d8\u91cf\u53d6\u503c 1 \u7684\u5bf9<strong>\u6570\u51e0\u7387<\/strong>\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u4ee5\u4e0b\u5206\u6b65\u793a\u4f8b\u5c55\u793a\u4e86\u5982\u4f55\u5728 SAS \u4e2d\u62df\u5408\u903b\u8f91\u56de\u5f52\u6a21\u578b\u3002<\/span><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u7b2c 1 \u6b65\uff1a\u521b\u5efa\u6570\u636e\u96c6<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u9996\u5148\uff0c\u6211\u4eec\u5c06\u4e3a 18 \u540d\u5b66\u751f\u521b\u5efa\u4e00\u4e2a\u5305\u542b\u4ee5\u4e0b\u4e09\u4e2a\u53d8\u91cf\u4fe1\u606f\u7684\u6570\u636e\u96c6\uff1a<\/span><\/p>\n<ul>\n<li><span style=\"color: #000000;\">\u88ab\u67d0\u6240\u5927\u5b66\u5f55\u53d6\uff081 = \u662f\uff0c0 = \u5426\uff09<\/span><\/li>\n<li> <span style=\"color: #000000;\">GPA\uff081 \u81f3 4 \u7b49\u7ea7\uff09<\/span><\/li>\n<li> <span style=\"color: #000000;\">ACT \u5206\u6570\uff081 \u81f3 36 \u5206\uff09<\/span> <\/li>\n<\/ul>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">\/*create dataset*\/\n<\/span><span style=\"color: #800080;\">data<\/span> my_data;\n    <span style=\"color: #3366ff;\">input<\/span> acceptance gpa act;\n    <span style=\"color: #3366ff;\">datalines<\/span> ;\n1 3 30\n0 1 21\n0 2 26\n0 1 24\n1 3 29\n1 3 34\n0 3 31\n1 2 29\n0 1 21\n1 2 21\n0 1 15\n1 3 32\n1 4 31\n1 4 29\n0 1 24\n1 4 29\n1 3 21\n1 4 34\n;\n<span style=\"color: #800080;\">run<\/span> ;\n\n<span style=\"color: #008000;\">\/*view dataset*\/\n<\/span><span style=\"color: #800080;\">proc print<\/span> <span style=\"color: #3366ff;\">data<\/span> =my_data;\n<\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-22971 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/journalsas1.jpg\" alt=\"\" width=\"196\" height=\"439\" srcset=\"\" sizes=\"auto, \"><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u6b65\u9aa4 2\uff1a\u62df\u5408\u903b\u8f91\u56de\u5f52\u6a21\u578b<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u63a5\u4e0b\u6765\uff0c\u6211\u4eec\u5c06\u4f7f\u7528<strong>proc Logistics<\/strong>\u6765\u62df\u5408\u903b\u8f91\u56de\u5f52\u6a21\u578b\uff0c\u4f7f\u7528\u201cacceptance\u201d\u4f5c\u4e3a\u54cd\u5e94\u53d8\u91cf\uff0c\u201cgpa\u201d\u548c\u201cact\u201d\u4f5c\u4e3a\u9884\u6d4b\u53d8\u91cf\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>\u6ce8\u610f<\/strong>\uff1a\u5fc5\u987b\u4e3a SAS \u6307\u5b9a<strong>\u9012\u51cf<\/strong>\u624d\u80fd\u9884\u6d4b\u54cd\u5e94\u53d8\u91cf\u53d6\u503c 1 \u7684\u6982\u7387\u3002\u9ed8\u8ba4\u60c5\u51b5\u4e0b\uff0cSAS \u9884\u6d4b\u54cd\u5e94\u53d8\u91cf\u53d6\u503c 0 \u7684\u6982\u7387\u3002<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008000;\">\/*fit logistic regression model*\/\n<\/span><span style=\"color: #800080;\">proc logistic<\/span> <span style=\"color: #3366ff;\">data<\/span> =my_data <span style=\"color: #3366ff;\">descending<\/span> ;\n  <span style=\"color: #3366ff;\">model<\/span> acceptance = gpa act;\n<span style=\"color: #800080;\">run<\/span> ;<\/strong><\/span>\n<\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-22972 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/logsas2.jpg\" alt=\"\" width=\"434\" height=\"563\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\">\u7b2c\u4e00\u4e2a\u611f\u5174\u8da3\u7684\u8868\u7684\u6807\u9898\u662f<strong>\u201c\u6a21\u578b\u62df\u5408\u7edf\u8ba1\u201d<\/strong> \u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u4ece\u8be5\u8868\u4e2d\u6211\u4eec\u53ef\u4ee5\u770b\u5230\u6a21\u578b\u7684 AIC \u503c\uff0c\u7ed3\u679c\u4e3a<strong>16.595<\/strong> \u3002 AIC \u503c\u8d8a\u4f4e\uff0c\u6a21\u578b\u5bf9\u6570\u636e\u7684\u62df\u5408\u6548\u679c\u8d8a\u597d\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u7136\u800c\uff0c\u5bf9\u4e8e\u4ec0\u4e48\u88ab\u8ba4\u4e3a\u662f<a href=\"https:\/\/statorials.org\/cn\" target=\"_blank\" rel=\"noopener\">\u201c\u597d\u7684\u201dAIC \u503c<\/a>\u5e76\u6ca1\u6709\u9608\u503c\u3002\u76f8\u53cd\uff0c\u6211\u4eec\u4f7f\u7528 AIC \u6765\u6bd4\u8f83\u591a\u4e2a\u6a21\u578b\u4e0e\u540c\u4e00\u6570\u636e\u96c6\u7684\u62df\u5408\u60c5\u51b5\u3002 AIC \u503c\u6700\u4f4e\u7684\u6a21\u578b\u901a\u5e38\u88ab\u8ba4\u4e3a\u662f\u6700\u597d\u7684\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u4e0b\u4e00\u4e2a\u611f\u5174\u8da3\u7684\u8868\u6807\u9898\u4e3a<strong>\u6d4b\u8bd5\u5168\u5c40\u96f6\u5047\u8bbe\uff1aBETA=0<\/strong> \u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u4ece\u8be5\u8868\u4e2d\uff0c\u6211\u4eec\u53ef\u4ee5\u770b\u5230\u4f3c\u7136\u6bd4\u5361\u65b9\u503c\u4e3a<strong>13.4620<\/strong> \uff0c\u76f8\u5e94\u7684 p \u503c\u4e3a<strong>0.0012<\/strong> \u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u7531\u4e8e\u8be5 p \u503c\u5c0f\u4e8e 0.05\uff0c\u8fd9\u544a\u8bc9\u6211\u4eec\u903b\u8f91\u56de\u5f52\u6a21\u578b\u4f5c\u4e3a\u4e00\u4e2a\u6574\u4f53\u5177\u6709\u7edf\u8ba1\u663e\u7740\u6027\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u63a5\u4e0b\u6765\uff0c\u6211\u4eec\u53ef\u4ee5\u5206\u6790\u6807\u9898\u4e3a<strong>\u201c\u6700\u5927\u4f3c\u7136<\/strong>\u4f30\u8ba1\u5206\u6790\u201d\u7684\u8868\u4e2d\u7684\u7cfb\u6570\u4f30\u8ba1\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u4ece\u8fd9\u4e2a\u8868\u4e2d\u6211\u4eec\u53ef\u4ee5\u770b\u5230 gpa \u548c act \u7684\u7cfb\u6570\uff0c\u5b83\u4eec\u8868\u660e\u6bcf\u4e2a\u53d8\u91cf\u589e\u52a0\u4e00\u4e2a\u5355\u4f4d\uff0c\u88ab\u5927\u5b66\u5f55\u53d6\u7684\u5bf9\u6570\u51e0\u7387\u7684\u5e73\u5747\u53d8\u5316\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u4f8b\u5982\uff1a<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">GPA \u503c\u6bcf\u589e\u52a0\u4e00\u4e2a\u5355\u4f4d\uff0c\u88ab\u5927\u5b66\u5f55\u53d6\u7684\u5bf9\u6570\u51e0\u7387\u5e73\u5747\u589e\u52a0<strong>2.9665<\/strong> \u3002<\/span><\/li>\n<li> <span style=\"color: #000000;\">ACT \u5206\u6570\u6bcf\u63d0\u9ad8\u4e00\u4e2a\u5355\u4f4d\uff0c\u88ab\u5927\u5b66\u5f55\u53d6\u7684\u5bf9\u6570\u51e0\u7387\u5e73\u5747<em>\u4e0b\u964d<\/em><strong>0.1145<\/strong> \u3002<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\">\u7ed3\u679c\u4e2d\u76f8\u5e94\u7684 p \u503c\u4e5f\u8ba9\u6211\u4eec\u4e86\u89e3\u6bcf\u4e2a\u9884\u6d4b\u53d8\u91cf\u5728\u9884\u6d4b\u88ab\u63a5\u53d7\u7684\u53ef\u80fd\u6027\u65b9\u9762\u7684\u6709\u6548\u6027\uff1a<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">GPA P \u503c\uff1a <strong>0.0679<\/strong><\/span><\/li>\n<li> <span style=\"color: #000000;\">ACT P \u503c\uff1a <strong>0.6289<\/strong><\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\">\u8fd9\u544a\u8bc9\u6211\u4eec\uff0cGPA \u4f3c\u4e4e\u662f\u5927\u5b66\u5f55\u53d6\u7684\u4e00\u4e2a\u5177\u6709\u7edf\u8ba1\u663e\u7740\u6027\u7684\u9884\u6d4b\u6307\u6807\uff0c\u800c ACT \u5206\u6570\u4f3c\u4e4e\u6ca1\u6709\u7edf\u8ba1\u663e\u7740\u6027\u3002<\/span><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u5176\u4ed6\u8d44\u6e90<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u4ee5\u4e0b\u6559\u7a0b\u89e3\u91ca\u4e86\u5982\u4f55\u5728 SAS \u4e2d\u62df\u5408\u5176\u4ed6\u56de\u5f52\u6a21\u578b\uff1a<\/span><\/p>\n<p><a href=\"https:\/\/statorials.org\/cn\/sas\u4e2d\u7684\u7b80\u5355\u7ebf\u6027\u56de\u5f52\/\" target=\"_blank\" rel=\"noopener\">\u5982\u4f55\u5728 SAS \u4e2d\u6267\u884c\u7b80\u5355\u7ebf\u6027\u56de\u5f52<\/a><br \/><a href=\"https:\/\/statorials.org\/cn\/sas\u4e2d\u7684\u591a\u5143\u7ebf\u6027\u56de\u5f52\/\" target=\"_blank\" rel=\"noopener\">\u5982\u4f55\u5728 SAS \u4e2d\u6267\u884c\u591a\u5143\u7ebf\u6027\u56de\u5f52<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5f53\u54cd\u5e94\u53d8\u91cf\u662f\u4e8c\u5143\u65f6\uff0c\u903b\u8f91\u56de\u5f52\u662f\u6211\u4eec\u53ef\u4ee5\u7528\u6765\u62df\u5408\u56de\u5f52\u6a21\u578b\u7684\u65b9\u6cd5\u3002 \u903b\u8f91\u56de\u5f52\u4f7f\u7528\u79f0\u4e3a\u6700\u5927\u4f3c\u7136\u4f30\u8ba1\u7684\u65b9\u6cd5\u6765\u67e5\u627e\u4ee5\u4e0b\u5f62 [&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-2600","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 SAS \u4e2d\u6267\u884c\u903b\u8f91\u56de\u5f52 \u2013 Statorials<\/title>\n<meta name=\"description\" content=\"\u672c\u6559\u7a0b\u901a\u8fc7\u5206\u6b65\u793a\u4f8b\u89e3\u91ca\u4e86\u5982\u4f55\u5728 SAS \u4e2d\u6267\u884c\u903b\u8f91\u56de\u5f52\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\/\u6c14\u95f8\u4e2d\u7684\u903b\u8f91\u56de\u5f52\/\" \/>\n<meta property=\"og:locale\" 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