{"id":4430,"date":"2023-07-11T04:53:12","date_gmt":"2023-07-11T04:53:12","guid":{"rendered":"https:\/\/statorials.org\/cn\/%e8%90%a8%e6%96%af%e5%8d%a1%e9%9b%b7\/"},"modified":"2023-07-11T04:53:12","modified_gmt":"2023-07-11T04:53:12","slug":"%e8%90%a8%e6%96%af%e5%8d%a1%e9%9b%b7","status":"publish","type":"post","link":"https:\/\/statorials.org\/cn\/%e8%90%a8%e6%96%af%e5%8d%a1%e9%9b%b7\/","title":{"rendered":"\u5982\u4f55\u5728 sas \u4e2d\u8ba1\u7b97 r \u5e73\u65b9"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><strong>R \u5e73\u65b9<\/strong>\uff08\u901a\u5e38\u5199\u4e3a<sup>r2<\/sup> \uff09\u662f<a href=\"https:\/\/statorials.org\/cn\/\u7ebf\u6027\u56de\u5f521\/\" target=\"_blank\" rel=\"noopener\">\u7ebf\u6027\u56de\u5f52\u6a21\u578b<\/a>\u5bf9\u4e00\u7ec4\u6570\u636e\u7684\u62df\u5408\u7a0b\u5ea6\u7684\u5ea6\u91cf\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u8be5\u503c\u8868\u793a<a href=\"https:\/\/statorials.org\/cn\/\u53d8\u91cf\u89e3\u91ca\u6027\u53cd\u5e94\/\" target=\"_blank\" rel=\"noopener\">\u54cd\u5e94\u53d8\u91cf<\/a>\u4e2d\u53ef\u7531\u9884\u6d4b\u53d8\u91cf\u89e3\u91ca\u7684\u65b9\u5dee\u6bd4\u4f8b\u3002<\/span><\/p>\n<p> <span style=\"color: #000000;\">r <sup>2<\/sup>\u7684\u503c\u53ef\u4ee5\u5728 0 \u5230 1 \u7684\u8303\u56f4\u5185\uff1a<\/span><\/p>\n<ul>\n<li><span style=\"color: #000000;\">\u503c 0 \u8868\u793a\u54cd\u5e94\u53d8\u91cf\u6839\u672c\u65e0\u6cd5\u7531\u9884\u6d4b\u53d8\u91cf\u89e3\u91ca\u3002<\/span><\/li>\n<li><span style=\"color: #000000;\">\u503c\u4e3a 1 \u8868\u793a\u54cd\u5e94\u53d8\u91cf\u53ef\u4ee5\u7531\u9884\u6d4b\u53d8\u91cf\u5b8c\u7f8e\u89e3\u91ca\uff0c\u6ca1\u6709\u9519\u8bef\u3002<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\"><strong>\u76f8\u5173\uff1a<\/strong><a href=\"https:\/\/statorials.org\/cn\/\u826f\u597d\u7684-r-\u5e73\u65b9\u503c\/\" target=\"_blank\" rel=\"noopener\">\u4ec0\u4e48\u662f\u597d\u7684 R \u5e73\u65b9\u503c\uff1f<\/a><\/span><\/p>\n<p><span style=\"color: #000000;\">\u4ee5\u4e0b\u5206\u6b65\u793a\u4f8b\u5c55\u793a\u4e86\u5982\u4f55\u8ba1\u7b97 SAS \u4e2d\u7b80\u5355\u7ebf\u6027\u56de\u5f52\u6a21\u578b\u7684 R \u5e73\u65b9\u503c\u3002<\/span><\/p>\n<h2><span style=\"color: #000000;\"><b>\u7b2c 1 \u6b65\uff1a\u521b\u5efa\u6570\u636e<\/b><\/span><\/h2>\n<p><span style=\"color: #000000;\">\u5728\u6b64\u793a\u4f8b\u4e2d\uff0c\u6211\u4eec\u5c06\u521b\u5efa\u4e00\u4e2a\u6570\u636e\u96c6\uff0c\u5176\u4e2d\u5305\u542b 15 \u540d\u5b66\u751f\u7684\u5b66\u4e60\u603b\u65f6\u6570\u548c\u671f\u672b\u8003\u8bd5\u6210\u7ee9\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u6211\u4eec\u5c06\u4f7f\u7528<em>\u5c0f\u65f6<\/em>\u4f5c\u4e3a\u9884\u6d4b\u53d8\u91cf\u5e76\u4f7f\u7528<em>\u5206\u6570<\/em>\u4f5c\u4e3a\u54cd\u5e94\u53d8\u91cf\u6765\u62df\u5408\u4e00\u4e2a\u7b80\u5355\u7684\u7ebf\u6027\u56de\u5f52\u6a21\u578b\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u4ee5\u4e0b\u4ee3\u7801\u663e\u793a\u4e86\u5982\u4f55\u5728 SAS \u4e2d\u521b\u5efa\u6b64\u6570\u636e\u96c6\uff1a<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">\/*create dataset*\/\n<\/span><span style=\"color: #800080;\">data<\/span> exam_data;\n    <span style=\"color: #3366ff;\">input<\/span> hours score;\n    <span style=\"color: #3366ff;\">datalines<\/span> ;\n1 64\n2 66\n4 76\n5 73\n5 74\n6 81\n6 83\n7 82\n8 80\n10 88\n11 84\n11 82\n12 91\n12 93\n14 89\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> =exam_data;\n<\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-22743 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/simplesas1.jpg\" alt=\"\" width=\"143\" height=\"367\" srcset=\"\" sizes=\"auto, \"><\/p>\n<h2><span style=\"color: #000000;\"><b>\u6b65\u9aa4 2\uff1a\u62df\u5408\u7b80\u5355\u7ebf\u6027\u56de\u5f52\u6a21\u578b<\/b><\/span><\/h2>\n<p><span style=\"color: #000000;\">\u63a5\u4e0b\u6765\uff0c\u6211\u4eec\u5c06\u4f7f\u7528<strong>proc reg<\/strong>\u6765\u62df\u5408\u7b80\u5355\u7ebf\u6027\u56de\u5f52\u6a21\u578b\uff1a<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">\/*fit simple linear regression model*\/\n<\/span><span style=\"color: #800080;\">proc reg<\/span> <span style=\"color: #3366ff;\">data<\/span> =exam_data;\n    <span style=\"color: #3366ff;\">model<\/span> score = hours;\n<span style=\"color: #800080;\">run<\/span> ;<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-22744\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/simplesas2.jpg\" alt=\"SAS \u4e2d\u7684\u7b80\u5355\u7ebf\u6027\u56de\u5f52\u8f93\u51fa\" width=\"416\" height=\"501\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\">\u8bf7\u6ce8\u610f\uff0c\u8f93\u51fa\u4e2d\u7684 R \u5e73\u65b9\u503c\u4e3a 0.8310\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u8fd9\u610f\u5473\u7740<strong>83.1%<\/strong>\u7684\u8003\u8bd5\u6210\u7ee9\u5dee\u5f02\u53ef\u4ee5\u901a\u8fc7\u5b66\u4e60\u65f6\u6570\u6765\u89e3\u91ca\u3002<\/span><\/p>\n<h2><span style=\"color: #000000;\"><strong>\u6b65\u9aa4 3\uff1a\u4ece\u56de\u5f52\u6a21\u578b\u4e2d\u63d0\u53d6 R \u5e73\u65b9\u503c<\/strong><\/span><\/h2>\n<p><span style=\"color: #000000;\">\u5982\u679c\u53ea\u60f3\u663e\u793a\u8be5\u6a21\u578b\u7684 R \u5e73\u65b9\u503c\u800c\u4e0d\u663e\u793a\u5176\u4ed6\u8f93\u51fa\u7ed3\u679c\uff0c\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u4ee3\u7801\uff1a<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">\/*fit simple linear regression model*\/<\/span><span style=\"color: #000000;\"><span style=\"color: #800080;\">\nproc reg<\/span> <span style=\"color: #3366ff;\">data<\/span> =exam_data <span style=\"color: #3366ff;\">outest<\/span> =outest <span style=\"color: #3366ff;\">noprint<\/span> ;\n    <span style=\"color: #3366ff;\">model<\/span> score = hours \/ <span style=\"color: #3366ff;\">rsquare<\/span> ;\n<span style=\"color: #800080;\">run<\/span> ;\n<span style=\"color: #800080;\">quit<\/span> ;\n\n<span style=\"color: #008000;\">\/*print R-squared value of model*\/\n<\/span><span style=\"color: #800080;\">proc print<\/span> <span style=\"color: #3366ff;\">data<\/span> =outest;\n    <span style=\"color: #3366ff;\">var<\/span> _RSQ_;\n<span style=\"color: #800080;\">run<\/span> ;<\/span><\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-34698 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/rsq1.png\" alt=\"\" width=\"182\" height=\"108\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\">\u8bf7\u6ce8\u610f\uff0c\u8f93\u51fa\u4e2d\u4ec5\u663e\u793a R \u5e73\u65b9\u503c<strong>0.83098<\/strong> \u3002<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>\u6ce8\u610f<\/strong>\uff1a <strong>proc reg<\/strong>\u4e2d\u7684<strong>noprint<\/strong>\u53c2\u6570\u544a\u8bc9 SAS \u4e0d\u8981\u50cf\u4e0a\u4e00\u6b65\u90a3\u6837\u6253\u5370\u6574\u4e2a\u56de\u5f52\u7ed3\u679c\u8f93\u51fa\u3002<\/span><\/p>\n<h2><span style=\"color: #000000;\"><strong>\u5176\u4ed6\u8d44\u6e90<\/strong><\/span><\/h2>\n<p><span style=\"color: #000000;\">\u4ee5\u4e0b\u6559\u7a0b\u89e3\u91ca\u4e86\u5982\u4f55\u5728 SAS \u4e2d\u6267\u884c\u5176\u4ed6\u5e38\u89c1\u4efb\u52a1\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><br \/><a href=\"https:\/\/statorials.org\/cn\/sas\u4e2d\u7684\u591a\u9879\u5f0f\u56de\u5f52\/\" target=\"_blank\" rel=\"noopener\">\u5982\u4f55\u5728 SAS \u4e2d\u6267\u884c\u591a\u9879\u5f0f\u56de\u5f52<\/a><br \/><a href=\"https:\/\/statorials.org\/cn\/\u6c14\u95f8\u4e2d\u7684\u903b\u8f91\u56de\u5f52\/\" target=\"_blank\" rel=\"noopener\">\u5982\u4f55\u5728 SAS \u4e2d\u6267\u884c\u903b\u8f91\u56de\u5f52<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>R \u5e73\u65b9\uff08\u901a\u5e38\u5199\u4e3ar2 \uff09\u662f\u7ebf\u6027\u56de\u5f52\u6a21\u578b\u5bf9\u4e00\u7ec4\u6570\u636e\u7684\u62df\u5408\u7a0b\u5ea6\u7684\u5ea6\u91cf\u3002 \u8be5\u503c\u8868\u793a\u54cd\u5e94\u53d8\u91cf\u4e2d\u53ef\u7531\u9884\u6d4b\u53d8\u91cf\u89e3\u91ca\u7684\u65b9\u5dee [&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-4430","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\u8ba1\u7b97 R \u5e73\u65b9 - Statorials<\/title>\n<meta name=\"description\" content=\"\u672c\u6559\u7a0b\u901a\u8fc7\u793a\u4f8b\u8bf4\u660e\u5982\u4f55\u8ba1\u7b97 SAS \u56de\u5f52\u6a21\u578b\u7684 R \u5e73\u65b9\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\/\u8428\u65af\u5361\u96f7\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta 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