{"id":3892,"date":"2023-07-14T22:45:13","date_gmt":"2023-07-14T22:45:13","guid":{"rendered":"https:\/\/statorials.org\/cn\/sas%e4%b8%ad%e7%9a%84%e5%a4%9a%e9%a1%b9%e5%bc%8f%e5%9b%9e%e5%bd%92\/"},"modified":"2023-07-14T22:45:13","modified_gmt":"2023-07-14T22:45:13","slug":"sas%e4%b8%ad%e7%9a%84%e5%a4%9a%e9%a1%b9%e5%bc%8f%e5%9b%9e%e5%bd%92","status":"publish","type":"post","link":"https:\/\/statorials.org\/cn\/sas%e4%b8%ad%e7%9a%84%e5%a4%9a%e9%a1%b9%e5%bc%8f%e5%9b%9e%e5%bd%92\/","title":{"rendered":"\u5982\u4f55\u5728 sas \u4e2d\u6267\u884c\u591a\u9879\u5f0f\u56de\u5f52"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\u6700\u5e38\u89c1\u7684\u56de\u5f52\u5206\u6790\u7c7b\u578b\u662f<a href=\"https:\/\/statorials.org\/cn\/\u7ebf\u6027\u56de\u5f521\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u7b80\u5355\u7ebf\u6027\u56de\u5f52<\/a>\uff0c\u5f53\u9884\u6d4b\u53d8\u91cf\u548c<a href=\"https:\/\/statorials.org\/cn\/\u53d8\u91cf\u89e3\u91ca\u6027\u53cd\u5e94\/\" target=\"_blank\" rel=\"noopener\">\u54cd\u5e94\u53d8\u91cf<\/a>\u5177\u6709\u7ebf\u6027\u5173\u7cfb\u65f6\u4f7f\u7528\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u7136\u800c\uff0c\u6709\u65f6\u9884\u6d4b\u53d8\u91cf\u548c\u54cd\u5e94\u53d8\u91cf\u4e4b\u95f4\u7684\u5173\u7cfb\u662f\u975e\u7ebf\u6027\u7684\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u5728\u8fd9\u4e9b\u60c5\u51b5\u4e0b\uff0c\u4f7f\u7528<strong>\u591a\u9879\u5f0f\u56de\u5f52<\/strong>\u662f\u6709\u610f\u4e49\u7684\uff0c\u5b83\u53ef\u4ee5\u89e3\u91ca\u53d8\u91cf\u4e4b\u95f4\u7684\u975e\u7ebf\u6027\u5173\u7cfb\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u4ee5\u4e0b\u793a\u4f8b\u663e\u793a\u5982\u4f55\u5728 SAS \u4e2d\u6267\u884c\u591a\u9879\u5f0f\u56de\u5f52\u3002<\/span><\/p>\n<h2><span style=\"color: #000000;\"><strong>\u793a\u4f8b\uff1aSAS \u4e2d\u7684\u591a\u9879\u5f0f\u56de\u5f52<\/strong><\/span><\/h2>\n<p><span style=\"color: #000000;\">\u5047\u8bbe\u6211\u4eec\u5728 SAS \u4e2d\u6709\u4ee5\u4e0b\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> my_data;\n    <span style=\"color: #3366ff;\">input<\/span> xy;\n    <span style=\"color: #3366ff;\">datalines<\/span> ;\n2 18\n4 14\n4 16\n5 17\n6 18\n7 23\n7 25\n8 28\n9 32\n12 29\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-31346 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/polysas1.jpg\" alt=\"\" width=\"118\" height=\"292\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\">\u73b0\u5728\u5047\u8bbe\u6211\u4eec\u521b\u5efa\u4e00\u4e2a\u6563\u70b9\u56fe\u6765\u53ef\u89c6\u5316\u6570\u636e\u96c6\u4e2d\u53d8\u91cf x \u548c y \u4e4b\u95f4\u7684\u5173\u7cfb\uff1a<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">\/*create scatter plot of x vs. y*\/\n<span style=\"color: #000000;\"><span style=\"color: #800080;\">proc sgplot<\/span> <span style=\"color: #3366ff;\">data<\/span> =my_data;\n    scatter <span style=\"color: #3366ff;\">x<\/span> =x <span style=\"color: #3366ff;\">y<\/span> =y;\n<span style=\"color: #800080;\">run<\/span> ;<\/span><\/span><\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-31347 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/polysas2.jpg\" alt=\"\" width=\"592\" height=\"440\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\">\u4ece\u56fe\u4e2d\u6211\u4eec\u53ef\u4ee5\u770b\u51fa\uff0cx \u548c y \u4e4b\u95f4\u5448\u4e09\u6b21\u5173\u7cfb\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u56e0\u6b64\uff0c\u6211\u4eec\u53ef\u4ee5\u5728\u6570\u636e\u96c6\u4e2d\u5b9a\u4e49\u4e24\u4e2a\u65b0\u7684\u9884\u6d4b\u53d8\u91cf\uff08x <sup>2<\/sup>\u548c x <sup>3<\/sup> \uff09\uff0c\u7136\u540e\u4f7f\u7528<strong>proc reg<\/strong>\u4f7f\u7528\u8fd9\u4e9b\u9884\u6d4b\u53d8\u91cf\u6765\u62df\u5408\u591a\u9879\u5f0f\u56de\u5f52\u6a21\u578b\uff1a<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">\/*create dataset with new predictor variables*\/\n<\/span><span style=\"color: #800080;\">data<\/span> my_data;\n    <span style=\"color: #3366ff;\">input<\/span> xy;\n    x2 = x** <span style=\"color: #008000;\">2<\/span> ;\n    x3 = x** <span style=\"color: #008000;\">3<\/span> ;\n    <span style=\"color: #3366ff;\">datalines<\/span> ;\n2 18\n4 14\n4 16\n5 17\n6 18\n7 23\n7 25\n8 28\n9 32\n12 29\n;\n<span style=\"color: #800080;\">run<\/span> ;\n\n<span style=\"color: #008000;\">\/*fit polynomial regression model*\/\n<\/span><span style=\"color: #800080;\">proc reg<\/span> <span style=\"color: #3366ff;\">data<\/span> =my_data;\n    <span style=\"color: #3366ff;\">model<\/span> y = x x2 x3;\n<span style=\"color: #800080;\">run<\/span> ;\n<\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-31349 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/polysas3.jpg\" alt=\"\" width=\"413\" height=\"542\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"c\/*create scatter plot*\/ proc sgplot data=my_data; scatter x=x y=y; run;olor: #000000;\">\u4ece<strong>\u53c2\u6570\u4f30\u8ba1<\/strong>\u8868\u4e2d\uff0c\u6211\u4eec\u53ef\u4ee5\u627e\u5230\u7cfb\u6570\u4f30\u8ba1\u5e76\u5c06\u6211\u4eec\u7684\u62df\u5408\u591a\u9879\u5f0f\u56de\u5f52\u65b9\u7a0b\u5199\u4e3a\uff1a<\/span><\/p>\n<p> <span style=\"color: #000000;\">y = 37.213 \u2013 14.238x + 2.648x <sup>2<\/sup> \u2013 0.126x <sup>3<\/sup><\/span><\/p>\n<p><span style=\"color: #000000;\">\u5728\u7ed9\u5b9a\u9884\u6d4b\u53d8\u91cf\u503c\u7684\u60c5\u51b5\u4e0b\uff0c\u8be5\u65b9\u7a0b\u53ef\u7528\u4e8e\u67e5\u627e\u54cd\u5e94\u53d8\u91cf\u7684\u671f\u671b\u503c\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u4f8b\u5982\uff0c\u5982\u679c xa \u7684\u503c\u4e3a 4\uff0c\u5219 y \u7684\u503c\u4e3a 14.565\uff1a<\/span><\/p>\n<p> <span style=\"color: #000000;\">y = 37.213 \u2013 14.238(4) + 2.648(4) <sup>2<\/sup> \u2013 0.126(4) <sup>3<\/sup> = <strong>14.565<\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\">\u6211\u4eec\u8fd8\u53ef\u4ee5\u770b\u5230\uff0c\u591a\u9879\u5f0f\u56de\u5f52\u6a21\u578b\u7684\u8c03\u6574\u540e R \u5e73\u65b9\u503c\u4e3a<strong>0.9636<\/strong> \uff0c\u8be5\u503c\u975e\u5e38\u63a5\u8fd1 1\uff0c\u8fd9\u8868\u660e\u8be5\u6a21\u578b\u5728\u62df\u5408\u6570\u636e\u96c6\u65b9\u9762\u505a\u5f97\u975e\u5e38\u51fa\u8272\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>\u76f8\u5173\uff1a<\/strong><a href=\"https:\/\/statorials.org\/cn\/\u8c03\u6574\u540e\u7684-r-\u5e73\u65b9\u89e3\u91ca\/\" target=\"_blank\" rel=\"noopener\">\u5982\u4f55\u89e3\u91ca\u8c03\u6574\u540e\u7684 R \u5e73\u65b9\uff08\u9644\u793a\u4f8b\uff09<\/a><\/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\u5206\u4f4d\u6570\u56de\u5f52\/\" target=\"_blank\" rel=\"noopener\">\u5982\u4f55\u5728 SAS \u4e2d\u6267\u884c\u5206\u4f4d\u6570\u56de\u5f52<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6700\u5e38\u89c1\u7684\u56de\u5f52\u5206\u6790\u7c7b\u578b\u662f\u7b80\u5355\u7ebf\u6027\u56de\u5f52\uff0c\u5f53\u9884\u6d4b\u53d8\u91cf\u548c\u54cd\u5e94\u53d8\u91cf\u5177\u6709\u7ebf\u6027\u5173\u7cfb\u65f6\u4f7f\u7528\u3002 \u7136\u800c\uff0c\u6709\u65f6\u9884\u6d4b\u53d8\u91cf\u548c\u54cd\u5e94\u53d8\u91cf\u4e4b\u95f4 [&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-3892","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\u591a\u9879\u5f0f\u56de\u5f52 - Statorials<\/title>\n<meta name=\"description\" content=\"\u672c\u6559\u7a0b\u901a\u8fc7\u4e00\u4e2a\u793a\u4f8b\u89e3\u91ca\u4e86\u5982\u4f55\u5728 SAS \u4e2d\u6267\u884c\u591a\u9879\u5f0f\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\" 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