{"id":2638,"date":"2023-07-21T09:44:40","date_gmt":"2023-07-21T09:44:40","guid":{"rendered":"https:\/\/statorials.org\/cn\/sas%e5%bc%82%e5%b8%b8%e5%80%bc\/"},"modified":"2023-07-21T09:44:40","modified_gmt":"2023-07-21T09:44:40","slug":"sas%e5%bc%82%e5%b8%b8%e5%80%bc","status":"publish","type":"post","link":"https:\/\/statorials.org\/cn\/sas%e5%bc%82%e5%b8%b8%e5%80%bc\/","title":{"rendered":"\u5982\u4f55\u8bc6\u522b sas \u4e2d\u7684\u5f02\u5e38\u503c\uff08\u9644\u793a\u4f8b\uff09"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><strong>\u5f02\u5e38\u503c<\/strong>\u662f\u4e0e\u6570\u636e\u96c6\u4e2d\u7684\u5176\u4ed6\u503c\u5f02\u5e38\u8fdc\u79bb\u7684\u89c2\u5bdf\u503c\u3002\u5f02\u5e38\u503c\u53ef\u80fd\u4f1a\u4ea7\u751f\u95ee\u9898\uff0c\u56e0\u4e3a\u5b83\u4eec\u4f1a\u5f71\u54cd\u5206\u6790\u7ed3\u679c\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u8bc6\u522b\u6570\u636e\u96c6\u4e2d\u5f02\u5e38\u503c\u7684\u6700\u5e38\u89c1\u65b9\u6cd5\u662f\u4f7f\u7528\u56db\u5206\u4f4d\u8ddd\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u56db\u5206\u4f4d\u8ddd (IQR) \u662f\u6570\u636e\u96c6\u4e2d\u7b2c 75 \u4e2a\u767e\u5206\u4f4d\u6570 (Q3) \u548c\u7b2c 25 \u4e2a\u767e\u5206\u4f4d\u6570 (Q1) \u4e4b\u95f4\u7684\u5dee\u503c\u3002\u5b83\u6d4b\u91cf\u5e73\u5747 50% \u503c\u7684\u5206\u5e03\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u5982\u679c\u89c2\u6d4b\u503c\u662f\u7b2c\u4e09\u4e2a\u56db\u5206\u4f4d (Q3) \u4e0a\u65b9\u56db\u5206\u4f4d\u8ddd\u7684 1.5 \u500d\u6216\u7b2c\u4e00\u4e2a\u56db\u5206\u4f4d (Q1) \u4e0b\u65b9\u56db\u5206\u4f4d\u8ddd\u7684 1.5 \u500d\uff0c\u6211\u4eec\u901a\u5e38\u5c06\u89c2\u6d4b\u503c\u5b9a\u4e49\u4e3a\u5f02\u5e38\u503c\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>\u5f02\u5e38\u503c = \u89c2\u6d4b\u503c &gt; Q3 + 1.5*IQR \u6216 &lt; Q1 \u2013 1.5*IQR<\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\">\u4ee5\u4e0b\u793a\u4f8b\u663e\u793a\u5982\u4f55\u4f7f\u7528\u6b64\u516c\u5f0f\u6765\u8bc6\u522b SAS \u6570\u636e\u96c6\u4e2d\u7684\u5f02\u5e38\u503c\u3002<\/span><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u793a\u4f8b\uff1a\u8bc6\u522b SAS \u4e2d\u7684\u5f02\u5e38\u503c<\/strong><\/span><\/h3>\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: #107d3f;\">\/*create dataset*\/\n<span style=\"color: #000000;\"><span style=\"color: #800080;\">data<\/span> original_data;\n    <span style=\"color: #3366ff;\">input<\/span> team $points;\n    <span style=\"color: #3366ff;\">datalines<\/span> ;\nAt 18\nB24\nC26\nD 34\nE 38\nF45\nG 48\nH 54\nI 60\nDay 73\nK 79\nL 85\nM 94\nNo. 98\nO 221\nP 223\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> = original_data;\n<\/span><\/span><\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-23259 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/valeur-aberrante1-1.jpg\" alt=\"\" width=\"141\" height=\"397\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\">\u5728 SAS \u4e2d\u8bc6\u522b\u5f02\u5e38\u503c\u7684\u6700\u7b80\u5355\u65b9\u6cd5\u662f\u521b\u5efa\u7bb1\u7ebf\u56fe\uff0c\u5b83\u4f1a\u81ea\u52a8\u4f7f\u7528\u524d\u9762\u63d0\u5230\u7684\u516c\u5f0f\u6765\u8bc6\u522b\u6570\u636e\u96c6\u4e2d\u7684\u5f02\u5e38\u503c\u5e76\u5c06\u5176\u663e\u793a\u4e3a\u5c0f\u5706\u5708\uff1a<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #107d3f;\">\/*create boxplot to visualize distribution of points*\/\n<span style=\"color: #000000;\"><span style=\"color: #3366ff;\">ods<\/span> <span style=\"color: #3366ff;\">output<\/span> sgplot=boxplot_data;\n<span style=\"color: #800080;\">proc sgplot<\/span> <span style=\"color: #3366ff;\">data<\/span> =original_data;\n    <span style=\"color: #3366ff;\">vbox<\/span> points;\n<span style=\"color: #800080;\">run<\/span> ;\n\n<span style=\"color: #008000;\">\/*view summary of boxplot descriptive statistics*\/\n<\/span><span style=\"color: #800080;\">proc print<\/span> <span style=\"color: #3366ff;\">data<\/span> =boxplot_data;<\/span><\/span><\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-23260 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/valeur-aberrante2-1.jpg\" alt=\"\" width=\"473\" height=\"355\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-23261 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/valeur-aberrante3.jpg\" alt=\"\" width=\"312\" height=\"383\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\">\u4ece\u7bb1\u7ebf\u56fe\u4e2d\u6211\u4eec\u53ef\u4ee5\u770b\u5230\u56fe\u9876\u90e8\u9644\u8fd1\u6709\u4e24\u4e2a\u5c0f\u5706\u5708\u3002\u8fd9\u8868\u660e\u5b58\u5728\u4e24\u4e2a\u5f02\u5e38\u503c\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u5728\u7bb1\u7ebf\u56fe\u4e0b\u65b9\u7684\u8868\u683c\u4e2d\uff0c\u6211\u4eec\u53ef\u4ee5\u770b\u5230\u4e24\u4e2a\u5f02\u5e38\u503c\u7684\u7cbe\u786e\u503c\uff1a <strong>221<\/strong>\u548c<strong>223<\/strong> \u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u524d\u9762\u7684\u516c\u5f0f\u624b\u52a8\u68c0\u67e5\u8fd9\u4e24\u4e2a\u503c\u662f\u5426\u4e3a\u5f02\u5e38\u503c\uff1a<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>\u5f02\u5e38\u503c = \u89c2\u6d4b\u503c &gt; Q3 + 1.5*IQR \u6216 &lt; Q1 \u2013 1.5*IQR<\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\">\u56db\u5206\u4f4d\u6570\u8303\u56f4\u4e3a\uff1aQ3 \u2013 Q1 = 89.5 \u2013 36 = 53.5\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u5f02\u5e38\u503c\u7684\u4e0a\u9650\u4e3a\uff1aQ3 + 1.5*IQR = 89.5 + 1.5*53.5 = 169.75\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u7531\u4e8e<strong>221<\/strong>\u548c<strong>223<\/strong>\u90fd\u5927\u4e8e\u8be5\u503c\uff0c\u56e0\u6b64\u5b83\u4eec\u88ab\u5f52\u7c7b\u4e3a\u5f02\u5e38\u503c\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u5982\u679c\u9700\u8981\uff0c\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u4ee3\u7801\u4ece\u6570\u636e\u96c6\u4e2d\u5220\u9664\u8fd9\u4e24\u4e2a\u5f02\u5e38\u503c\uff1a<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #107d3f;\">\/*create new dataset with outliers removed*\/\n<span style=\"color: #000000;\"><span style=\"color: #800080;\">data<\/span> new_data;\n    <span style=\"color: #3366ff;\">set<\/span> original_data;\n    <span style=\"color: #3366ff;\">if<\/span> points &gt;= <span style=\"color: #008000;\">221<\/span> <span style=\"color: #3366ff;\">then<\/span> delete;\n<span style=\"color: #800080;\">run<\/span> ;\n\n<span style=\"color: #008000;\">\/*view new dataset*\/\n<\/span><span style=\"color: #800080;\">proc print<\/span> <span style=\"color: #3366ff;\">data<\/span> =new_data;<\/span><\/span><\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-23262 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/valeur-aberrante4.jpg\" alt=\"\" width=\"150\" height=\"368\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\">\u8bf7\u6ce8\u610f\uff0c\u4e24\u4e2a\u5f02\u5e38\u503c\u5df2\u88ab\u5220\u9664\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\u6267\u884c\u5176\u4ed6\u5e38\u89c1\u4efb\u52a1\uff1a<\/span><\/p>\n<p><a href=\"https:\/\/statorials.org\/cn\/sas\u4e2d\u7684\u7b80\u8981\u8fc7\u7a0b\/\" target=\"_blank\" rel=\"noopener\">\u5982\u4f55\u5728SAS\u4e2d\u4f7f\u7528\u8fc7\u7a0b\u6458\u8981<\/a><br \/><a href=\"https:\/\/statorials.org\/cn\/proc-\u8868\u683c-sas\/\" target=\"_blank\" rel=\"noopener\">\u5982\u4f55\u5728 SAS \u4e2d\u4f7f\u7528 Proc Tabulate<\/a><br \/><a href=\"https:\/\/statorials.org\/cn\/\u6c14\u95f8\u5ba4\u7684\u76f8\u5173\u6027\/\" target=\"_blank\" rel=\"noopener\">\u5982\u4f55\u5728SAS\u4e2d\u8ba1\u7b97\u76f8\u5173\u6027<\/a><br \/><a href=\"https:\/\/statorials.org\/cn\/sas\u9891\u7387\u8868\/\" target=\"_blank\" rel=\"noopener\">\u5982\u4f55\u5728SAS\u4e2d\u521b\u5efa\u9891\u7387\u8868<\/a><br \/><a href=\"https:\/\/statorials.org\/cn\/\u65e0\u9700\u7528\u96f6\u66ff\u6362\u7f3a\u5931\u503c\/\" target=\"_blank\" rel=\"noopener\">SAS\u4e2d\u5982\u4f55\u7528\u96f6\u66ff\u6362\u7f3a\u5931\u503c<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5f02\u5e38\u503c\u662f\u4e0e\u6570\u636e\u96c6\u4e2d\u7684\u5176\u4ed6\u503c\u5f02\u5e38\u8fdc\u79bb\u7684\u89c2\u5bdf\u503c\u3002\u5f02\u5e38\u503c\u53ef\u80fd\u4f1a\u4ea7\u751f\u95ee\u9898\uff0c\u56e0\u4e3a\u5b83\u4eec\u4f1a\u5f71\u54cd\u5206\u6790\u7ed3\u679c\u3002 \u8bc6\u522b\u6570\u636e\u96c6\u4e2d\u5f02\u5e38\u503c [&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-2638","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\u8bc6\u522b SAS 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