{"id":3636,"date":"2023-07-16T09:38:48","date_gmt":"2023-07-16T09:38:48","guid":{"rendered":"https:\/\/statorials.org\/ja\/%e6%ae%8b%e7%95%99%e3%82%af%e3%82%99%e3%83%a9%e3%83%95%e3%82%a3%e3%83%83%e3%82%af%e3%82%a8%e3%82%a2%e3%83%ad%e3%83%83%e3%82%af\/"},"modified":"2023-07-16T09:38:48","modified_gmt":"2023-07-16T09:38:48","slug":"%e6%ae%8b%e7%95%99%e3%82%af%e3%82%99%e3%83%a9%e3%83%95%e3%82%a3%e3%83%83%e3%82%af%e3%82%a8%e3%82%a2%e3%83%ad%e3%83%83%e3%82%af","status":"publish","type":"post","link":"https:\/\/statorials.org\/ja\/%e6%ae%8b%e7%95%99%e3%82%af%e3%82%99%e3%83%a9%e3%83%95%e3%82%a3%e3%83%83%e3%82%af%e3%82%a8%e3%82%a2%e3%83%ad%e3%83%83%e3%82%af\/","title":{"rendered":"Sas \u3067\u6b8b\u5dee\u30d7\u30ed\u30c3\u30c8\u3092\u4f5c\u6210\u3059\u308b\u65b9\u6cd5"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><strong>\u6b8b\u5dee\u30d7\u30ed\u30c3\u30c8\u306f\u3001<\/strong>\u56de\u5e30\u30e2\u30c7\u30eb\u306e<a href=\"https:\/\/statorials.org\/ja\/\u6b8b\u57fa\/\" target=\"_blank\" rel=\"noopener\">\u6b8b\u5dee\u304c<\/a>\u6b63\u898f\u5206\u5e03\u3057\u3066\u3044\u308b\u304b\u3069\u3046\u304b\u3001\u307e\u305f\u6b8b\u5dee\u304c<a href=\"https:\/\/statorials.org\/ja\/-10\/\" target=\"_blank\" rel=\"noopener\">\u4e0d\u5747\u4e00\u5206\u6563\u6027\u3092<\/a>\u793a\u3057\u3066\u3044\u308b\u304b\u3069\u3046\u304b\u3092\u8a55\u4fa1\u3059\u308b\u305f\u3081\u306b\u3088\u304f\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u6b21\u306e\u57fa\u672c\u69cb\u6587\u3092\u4f7f\u7528\u3057\u3066\u3001SAS \u3067\u56de\u5e30\u30e2\u30c7\u30eb\u3092\u8fd1\u4f3c\u3057\u3001\u30e2\u30c7\u30eb\u306e\u6b8b\u5dee\u30d7\u30ed\u30c3\u30c8\u3092\u751f\u6210\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<pre style=\"background-color: #e5e5e5; font-size: 15px;\"> <strong><span style=\"color: #3366ff;\">symbol value<\/span> = circle;\n\n<span style=\"color: #800080;\">proc reg<\/span> data=my_data;\n    <span style=\"color: #3366ff;\">model<\/span> y = x;\n    plot residual. * predicted.;\n<span style=\"color: #800080;\">run<\/span> ;\n<\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u6b21\u306e\u4f8b\u306f\u3001\u3053\u306e\u69cb\u6587\u3092\u5b9f\u969b\u306b\u4f7f\u7528\u3059\u308b\u65b9\u6cd5\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>\u6ce8<\/strong>: \u30b7\u30f3\u30dc\u30eb \u30b9\u30c6\u30fc\u30c8\u30e1\u30f3\u30c8\u306f\u3001\u6b8b\u5dee\u30d7\u30ed\u30c3\u30c8 \u30dd\u30a4\u30f3\u30c8\u3092\u5186\u3068\u3057\u3066\u8868\u793a\u3059\u308b\u3053\u3068\u3092\u6307\u5b9a\u3057\u307e\u3059\u3002\u30c7\u30d5\u30a9\u30eb\u30c8\u306e\u5f62\u5f0f\u306f\u30d7\u30e9\u30b9\u8a18\u53f7\u3067\u3059\u3002<\/span><\/p>\n<h2><strong>\u4f8b: SAS \u3067\u6b8b\u5dee\u30d7\u30ed\u30c3\u30c8\u3092\u4f5c\u6210\u3059\u308b<\/strong><\/h2>\n<p><span style=\"color: #000000;\"><span style=\"color: #000000;\">SAS \u306b\u6b21\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u304c\u3042\u308b\u3068\u4eee\u5b9a\u3057\u307e\u3059\u3002<\/span><\/span> <\/p>\n<pre style=\"background-color: #e5e5e5; font-size: 15px;\"> <span style=\"color: #000000;\"><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> ;\n8 41\n12 42\n12 39\n13 37\n14 35\n16 39\n17 45\n22 46\n24 39\n26 49\n29 55\n30 57\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><\/span><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-29889 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/reside1.jpg\" alt=\"\" width=\"114\" height=\"326\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\">\u6b21\u306e\u69cb\u6587\u3092\u4f7f\u7528\u3057\u3066\u3001<a href=\"https:\/\/statorials.org\/ja\/\u7dda\u5f62\u56de\u5e30-1\/\" target=\"_blank\" rel=\"noopener\">\u5358\u7d14\u306a\u7dda\u5f62\u56de\u5e30\u30e2\u30c7\u30eb\u3092<\/a>\u3053\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u8fd1\u4f3c\u3057\u3001\u6b8b\u5dee\u30d7\u30ed\u30c3\u30c8\u3092\u4f5c\u6210\u3057\u3066\u3001\u4e88\u6e2c\u5024\u306b\u5bfe\u3059\u308b\u6b8b\u5dee\u3092\u8996\u899a\u5316\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<pre style=\"background-color: #e5e5e5; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008000;\">\/*fit simple linear regression model and create residual plot*\/\n<\/span><span style=\"color: #3366ff;\">symbol<\/span> <span style=\"color: #3366ff;\">value<\/span> = circle;\n<span style=\"color: #800080;\">proc reg<\/span> <span style=\"color: #3366ff;\">data<\/span> =my_data;\n   <span style=\"color: #3366ff;\">model<\/span> y = x;\n   plot residual. * predicted.;\n<span style=\"color: #800080;\">run<\/span> ;\n<\/strong><\/span><\/pre>\n<p><span style=\"color: #000000;\">\u6b8b\u5dee\u30d7\u30ed\u30c3\u30c8\u304c\u51fa\u529b\u306e\u4e0b\u90e8\u306b\u8868\u793a\u3055\u308c\u307e\u3059\u3002<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-29890\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/resident2.jpg\" alt=\"SAS\u6b8b\u7559\u75d5\u8de1\" width=\"663\" height=\"517\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">X \u8ef8\u306f\u4e88\u6e2c\u5024\u3092\u8868\u793a\u3057\u3001Y \u8ef8\u306f\u6b8b\u5dee\u3092\u8868\u793a\u3057\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u6b8b\u5dee\u306f\u30bc\u30ed\u5024\u306e\u5468\u56f2\u306b\u30e9\u30f3\u30c0\u30e0\u306b\u5206\u6563\u3057\u3066\u304a\u308a\u3001\u5206\u6563\u306e\u5897\u52a0\u307e\u305f\u306f\u6e1b\u5c11\u306e\u660e\u78ba\u306a\u50be\u5411\u304c\u306a\u3044\u305f\u3081\u3001<a href=\"https:\/\/statorials.org\/ja\/\u4e0d\u5747\u4e00\u5206\u6563\u6027\u56de\u5e30\/\" target=\"_blank\" rel=\"noopener\">\u6b8b\u5dee\u306e\u7b49\u5206\u6563\u6027<\/a>\u306e\u4eee\u5b9a\u306f\u6e80\u305f\u3055\u308c\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u30b0\u30e9\u30d5\u306e\u4e0a\u90e8\u306b\u306f\u3001\u8fd1\u4f3c\u3055\u308c\u305f\u56de\u5e30\u5f0f\u3082\u8868\u793a\u3055\u308c\u307e\u3059\u3002<\/span><\/p>\n<p> <span style=\"color: #000000;\">y = 29.631 + 0.7553x<\/span><\/p>\n<p><span style=\"color: #000000;\">\u307e\u305f\u3001\u30b0\u30e9\u30d5\u306e\u53f3\u5074\u306b\u306f\u3001\u56de\u5e30\u30e2\u30c7\u30eb\u306e\u6b21\u306e\u6307\u6a19\u3082\u8868\u793a\u3055\u308c\u307e\u3059\u3002<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>N<\/strong> : \u89b3\u6e2c\u5024\u306e\u7dcf\u6570 (12)<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>Rsq<\/strong> : R2\u4e57\u30e2\u30c7\u30eb(0.6324)<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>AdjRsq<\/strong> : \u30e2\u30c7\u30eb\u8abf\u6574\u6e08\u307f R2 \u4e57 (0.5956)<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>RMSE<\/strong> : \u30e2\u30c7\u30eb\u306e\u4e8c\u4e57\u5e73\u5747\u5e73\u65b9\u6839\u8aa4\u5dee (4.4417)<\/span><\/li>\n<\/ul>\n<h2><span style=\"color: #000000;\"><strong>\u8ffd\u52a0\u30ea\u30bd\u30fc\u30b9<\/strong><\/span><\/h2>\n<p><span style=\"color: #000000;\">\u6b21\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3067\u306f\u3001SAS \u3067\u4ed6\u306e\u4e00\u822c\u7684\u306a\u30bf\u30b9\u30af\u3092\u5b9f\u884c\u3059\u308b\u65b9\u6cd5\u306b\u3064\u3044\u3066\u8aac\u660e\u3057\u307e\u3059\u3002<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/ja\/\u30a8\u30a2\u30ed\u30c3\u30af\u306e\u30d2\u30b9\u30c8\u30af\u3099\u30e9\u30e0\/\" target=\"_blank\" rel=\"noopener\">SAS \u3067\u30d2\u30b9\u30c8\u30b0\u30e9\u30e0\u3092\u4f5c\u6210\u3059\u308b\u65b9\u6cd5<\/a><br \/><a href=\"https:\/\/statorials.org\/ja\/\u30a8\u30a2\u30ed\u30c3\u30af\u70b9\u7fa4\/\" target=\"_blank\" rel=\"noopener\">SAS \u3067\u70b9\u7fa4\u3092\u4f5c\u6210\u3059\u308b\u65b9\u6cd5<\/a><br \/><a href=\"https:\/\/statorials.org\/ja\/\u5916\u308c\u5024-1\/\" target=\"_blank\" rel=\"noopener\">SAS \u3067\u5916\u308c\u5024\u3092\u7279\u5b9a\u3059\u308b\u65b9\u6cd5<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6b8b\u5dee\u30d7\u30ed\u30c3\u30c8\u306f\u3001\u56de\u5e30\u30e2\u30c7\u30eb\u306e\u6b8b\u5dee\u304c\u6b63\u898f\u5206\u5e03\u3057\u3066\u3044\u308b\u304b\u3069\u3046\u304b\u3001\u307e\u305f\u6b8b\u5dee\u304c\u4e0d\u5747\u4e00\u5206\u6563\u6027\u3092\u793a\u3057\u3066\u3044\u308b\u304b\u3069\u3046\u304b\u3092\u8a55\u4fa1\u3059\u308b\u305f\u3081\u306b\u3088\u304f\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002 \u6b21\u306e\u57fa\u672c\u69cb\u6587\u3092\u4f7f\u7528\u3057\u3066\u3001SAS \u3067\u56de\u5e30\u30e2\u30c7\u30eb\u3092\u8fd1\u4f3c\u3057\u3001\u30e2\u30c7\u30eb\u306e\u6b8b\u5dee\u30d7\u30ed\u30c3\u30c8\u3092\u751f\u6210\u3067 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[16],"tags":[],"class_list":["post-3636","post","type-post","status-publish","format-standard","hentry","category-16"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>SAS \u3067\u6b8b\u5dee\u30d7\u30ed\u30c3\u30c8\u3092\u4f5c\u6210\u3059\u308b\u65b9\u6cd5 - Statorials<\/title>\n<meta name=\"description\" content=\"\u3053\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3067\u306f\u3001SAS \u3067\u6b8b\u5dee\u30d7\u30ed\u30c3\u30c8\u3092\u4f5c\u6210\u3059\u308b\u65b9\u6cd5\u3092\u4f8b\u3092\u6319\u3052\u3066\u8aac\u660e\u3057\u307e\u3059\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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\u3067\u6b8b\u5dee\u30d7\u30ed\u30c3\u30c8\u3092\u4f5c\u6210\u3059\u308b\u65b9\u6cd5 - Statorials\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/ja\/#website\"},\"datePublished\":\"2023-07-16T09:38:48+00:00\",\"dateModified\":\"2023-07-16T09:38:48+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/ja\/#\/schema\/person\/86b92d2dd87368b26360d19d9c6a5d83\"},\"description\":\"\u3053\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3067\u306f\u3001SAS 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