{"id":4615,"date":"2023-07-09T14:23:19","date_gmt":"2023-07-09T14:23:19","guid":{"rendered":"https:\/\/statorials.org\/ja\/sas-proc-%e3%82%af%e3%83%a9%e3%82%b9%e3%82%bf%e3%83%bc\/"},"modified":"2023-07-09T14:23:19","modified_gmt":"2023-07-09T14:23:19","slug":"sas-proc-%e3%82%af%e3%83%a9%e3%82%b9%e3%82%bf%e3%83%bc","status":"publish","type":"post","link":"https:\/\/statorials.org\/ja\/sas-proc-%e3%82%af%e3%83%a9%e3%82%b9%e3%82%bf%e3%83%bc\/","title":{"rendered":"Sas \u3067 proc cluster \u3092\u4f7f\u7528\u3059\u308b\u65b9\u6cd5 (\u4f8b\u3042\u308a)"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><strong>\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u306f<\/strong>\u3001\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u5185\u306e<a href=\"https:\/\/statorials.org\/ja\/\u7d71\u8a08\u306b\u304a\u3051\u308b\u89b3\u5bdf\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u89b3\u6e2c\u5024<\/a>\u306e\u30b0\u30eb\u30fc\u30d7\u3092\u898b\u3064\u3051\u3088\u3046\u3068\u3059\u308b\u6a5f\u68b0\u5b66\u7fd2\u624b\u6cd5\u3067\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u76ee\u6a19\u306f\u3001\u5404\u30af\u30e9\u30b9\u30bf\u30fc\u5185\u306e\u89b3\u6e2c\u5024\u304c\u4e92\u3044\u306b\u975e\u5e38\u306b\u985e\u4f3c\u3057\u3066\u3044\u308b\u4e00\u65b9\u3067\u3001\u7570\u306a\u308b\u30af\u30e9\u30b9\u30bf\u30fc\u5185\u306e\u89b3\u6e2c\u5024\u304c\u4e92\u3044\u306b\u5927\u304d\u304f\u7570\u306a\u308b\u3088\u3046\u306a\u30af\u30e9\u30b9\u30bf\u30fc\u3092\u898b\u3064\u3051\u308b\u3053\u3068\u3067\u3059\u3002<\/span><\/p>\n<p> <span style=\"color: #000000;\">SAS \u3067\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u3092\u884c\u3046\u6700\u3082\u7c21\u5358\u306a\u65b9\u6cd5\u306f\u3001 <strong>PROC CLUSTER<\/strong>\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u3067\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u6b21\u306e\u4f8b\u306f\u3001 <strong>PROC CLUSTER \u3092<\/strong>\u5b9f\u969b\u306b\u4f7f\u7528\u3059\u308b\u65b9\u6cd5\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<h2><span style=\"color: #000000;\"><strong>\u4f8b: SAS \u3067 PROC CLUSTER \u3092\u4f7f\u7528\u3059\u308b\u65b9\u6cd5<\/strong><\/span><\/h2>\n<p><span style=\"color: #000000;\">20 \u4eba\u306e\u7570\u306a\u308b\u30d0\u30b9\u30b1\u30c3\u30c8\u30dc\u30fc\u30eb\u9078\u624b\u306e\u30dd\u30a4\u30f3\u30c8\u3001\u30a2\u30b7\u30b9\u30c8\u3001\u30ea\u30d0\u30a6\u30f3\u30c9\u306b\u95a2\u3059\u308b\u60c5\u5831\u3092\u542b\u3080\u6b21\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u304c\u3042\u308b\u3068\u3057\u307e\u3059\u3002<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008000;\">\/*create dataset*\/             \n<span style=\"color: #800080;\">data<\/span><\/span> my_data;\n    <span style=\"color: #3366ff;\">input<\/span> points assists rebounds;   \n    <span style=\"color: #3366ff;\">datalines<\/span> ;\n18 3 15\n20 3 14\n19 4 14\n14 5 10\n14 4 8\n15 7 14\n20 8 13\n28 7 9\n30 6 5\n31 9 4\n35 12 11\n33 14 6\n29 9 5\n25 9 5\n25 4 3\n27 3 8\n29 4 12\n30 12 7\n19 5 6\n23 11 5\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-36039 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/clusters0.png\" alt=\"\" width=\"312\" height=\"513\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\">\u4e92\u3044\u306b\u540c\u69d8\u306e\u7d71\u8a08\u60c5\u5831\u3092\u6301\u3064\u30d7\u30ec\u30a4\u30e4\u30fc\u306e\u300c\u30af\u30e9\u30b9\u30bf\u30fc\u300d\u3092\u8b58\u5225\u3059\u308b\u305f\u3081\u306b\u3001\u3044\u304f\u3064\u304b\u306e\u30b0\u30eb\u30fc\u30d7\u5316\u3092\u884c\u3044\u305f\u3044\u3068\u3057\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u6b21\u306e\u30b3\u30fc\u30c9\u306f\u3001SAS \u3067<strong>PROC CLUSTER \u3092<\/strong>\u4f7f\u7528\u3057\u3066\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u3092\u5b9f\u884c\u3059\u308b\u65b9\u6cd5\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008000;\">\/*perform clustering using points, assists and rebounds variables*\/             \n<span style=\"color: #000000;\"><span style=\"color: #800080;\">proc cluster<\/span> <span style=\"color: #3366ff;\">data<\/span> =my_data <span style=\"color: #3366ff;\">method<\/span> =average;<\/span>\n<span style=\"color: #000000;\"><span style=\"color: #3366ff;\">var<\/span> points assists rebounds;<\/span>\n<span style=\"color: #000000;\"><span style=\"color: #800080;\">run<\/span> ;<\/span>\n<\/span><\/strong><\/span><\/pre>\n<p><span style=\"color: #000000;\">\u7d50\u679c\u306e\u6700\u521d\u306e\u8868\u306b\u306f\u3001\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u304c\u3069\u306e\u3088\u3046\u306b\u5b9f\u884c\u3055\u308c\u305f\u304b\u306b\u95a2\u3059\u308b\u60c5\u5831\u304c\u793a\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-36033 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/clusters1.png\" alt=\"\" width=\"342\" height=\"728\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\">\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u5185\u306e\u89b3\u5bdf\u9593\u306e\u985e\u4f3c\u6027\u3092\u8996\u899a\u7684\u306b\u691c\u67fb\u3067\u304d\u308b\u3088\u3046\u306b\u3001\u6a39\u5f62\u56f3\u3082\u751f\u6210\u3055\u308c\u307e\u3059\u3002<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-36034 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/clusters2.png\" alt=\"\" width=\"584\" height=\"439\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">Y \u8ef8\u306f\u500b\u3005\u306e\u89b3\u6e2c\u5024\u3092\u793a\u3057\u3001X \u8ef8\u306f\u30af\u30e9\u30b9\u30bf\u30fc\u9593\u306e\u5e73\u5747\u8ddd\u96e2\u3092\u793a\u3057\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u3053\u306e\u6a39\u72b6\u56f3\u3092\u898b\u308b\u3068\u3001\u89b3\u5bdf\u7d50\u679c\u306f\u81ea\u7136\u306b 3 \u3064\u306e\u30b0\u30eb\u30fc\u30d7\u306b\u5206\u985e\u3055\u308c\u308b\u3088\u3046\u3067\u3059\u3002<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-36035\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/clusters3.png\" alt=\"SAS PROC \u30af\u30e9\u30b9\u30bf\u30fc\u306e\u4f8b\" width=\"573\" height=\"423\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\">\u6b21\u306b\u3001 <strong>ncl=3 \u3092<\/strong>\u6307\u5b9a\u3057\u305f<strong>PROC TREE<\/strong>\u30b9\u30c6\u30fc\u30c8\u30e1\u30f3\u30c8\u3092\u4f7f\u7528\u3057\u3066\u3001\u5143\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u5185\u306e\u5404\u89b3\u6e2c\u5024\u3092 3 \u3064\u306e\u30af\u30e9\u30b9\u30bf\u30fc\u306e\u3044\u305a\u308c\u304b\u306b\u5272\u308a\u5f53\u3066\u308b\u3088\u3046\u306b SAS \u306b\u6307\u793a\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008000;\">\/*assign each observation to one of three clusters*\/\n<\/span><span style=\"color: #800080;\">proc tree<\/span> <span style=\"color: #3366ff;\">data<\/span> =clustd <span style=\"color: #3366ff;\">noprint ncl<\/span> =3 <span style=\"color: #3366ff;\">out<\/span> =clusts;\n    <span style=\"color: #3366ff;\">copy<\/span> points assists rebounds;\n    <span style=\"color: #3366ff;\">id<\/span> player_ID;\n<span style=\"color: #800080;\">run<\/span> ;\n<span style=\"color: #800080;\">proc sort<\/span> ;\n   <span style=\"color: #3366ff;\">by<\/span> cluster;\n<span style=\"color: #800080;\">run<\/span> ;\n\n<span style=\"color: #008000;\">\/*view cluster assignments*\/\n<\/span><span style=\"color: #800080;\">proc print<\/span> <span style=\"color: #3366ff;\">data<\/span> = clusters;\n    <span style=\"color: #3366ff;\">id<\/span> player_ID;\n<span style=\"color: #800080;\">run<\/span> ;<\/strong><\/span><\/pre>\n<p><span style=\"color: #000000;\">\u7d50\u679c\u3068\u3057\u3066\u5f97\u3089\u308c\u308b\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u306f\u3001\u5143\u306e\u89b3\u6e2c\u5024\u306e\u305d\u308c\u305e\u308c\u3068\u3001\u305d\u308c\u3089\u304c\u5c5e\u3059\u308b\u30af\u30e9\u30b9\u30bf\u30fc\u304c\u8868\u793a\u3055\u308c\u307e\u3059\u3002<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-36036 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/clusters4.png\" alt=\"\" width=\"415\" height=\"489\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\">\u305f\u3068\u3048\u3070\u3001<\/span> <span style=\"color: #000000;\">ID 2\u30013\u30011\u30014\u30015\u30017\u30016\u3001\u304a\u3088\u3073 19 \u3092\u6301\u3064\u30d7\u30ec\u30fc\u30e4\u30fc\u306f\u3059\u3079\u3066\u30af\u30e9\u30b9\u30bf\u30fc<strong>1<\/strong>\u306b\u5c5e\u3057\u3066\u3044\u308b\u3053\u3068\u304c\u308f\u304b\u308a\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u3053\u308c\u306f\u3001\u3053\u308c\u3089 8 \u4eba\u306e\u9078\u624b\u304c\u5f97\u70b9\u3001\u30a2\u30b7\u30b9\u30c8\u3001\u30ea\u30d0\u30a6\u30f3\u30c9\u306e\u5909\u6570\u306e\u70b9\u3067\u300c\u4f3c\u3066\u3044\u308b\u300d\u3053\u3068\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>\u6ce8<\/strong>: \u3053\u306e\u4f8b\u3067\u306f\u3001\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u306e\u30ea\u30f3\u30af\u65b9\u6cd5\u3068\u3057\u3066<strong>\u5e73\u5747\u5316<\/strong>\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u3092\u9078\u629e\u3057\u307e\u3057\u305f\u3002\u4f7f\u7528\u3067\u304d\u308b\u4ed6\u306e\u30d0\u30a4\u30f3\u30c9\u65b9\u6cd5\u306e\u5b8c\u5168\u306a\u30ea\u30b9\u30c8\u306b\u3064\u3044\u3066\u306f\u3001 <a href=\"https:\/\/documentation.sas.com\/doc\/en\/pgmsascdc\/9.4_3.4\/statug\/statug_cluster_syntax01.htm\" target=\"_blank\" rel=\"noopener\">SAS \u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8<\/a>\u3092\u53c2\u7167\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/span><\/p>\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> <span style=\"color: #000000;\"><a href=\"https:\/\/statorials.org\/ja\/sas-\u3066\u3099\u306e\u4e3b\u6210\u5206\u5206\u6790\/\" target=\"_blank\" rel=\"noopener\">SAS \u3067\u4e3b\u6210\u5206\u5206\u6790\u3092\u5b9f\u884c\u3059\u308b\u65b9\u6cd5<\/a><br \/><a href=\"https:\/\/statorials.org\/ja\/sas-\u3066\u3099\u306e\u91cd\u56de\u5e30\/\" target=\"_blank\" rel=\"noopener\">SAS \u3067\u91cd\u56de\u5e30\u3092\u5b9f\u884c\u3059\u308b\u65b9\u6cd5<\/a><br \/><a href=\"https:\/\/statorials.org\/ja\/\u30a8\u30a2\u30ed\u30c3\u30af\u3066\u3099\u306e\u30ed\u30b7\u3099\u30b9\u30c6\u30a3\u30c3\u30af\u56de\u5e30\/\" target=\"_blank\" rel=\"noopener\">SAS \u3067\u30ed\u30b8\u30b9\u30c6\u30a3\u30c3\u30af\u56de\u5e30\u3092\u5b9f\u884c\u3059\u308b\u65b9\u6cd5<\/a><\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u306f\u3001\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u5185\u306e\u89b3\u6e2c\u5024\u306e\u30b0\u30eb\u30fc\u30d7\u3092\u898b\u3064\u3051\u3088\u3046\u3068\u3059\u308b\u6a5f\u68b0\u5b66\u7fd2\u624b\u6cd5\u3067\u3059\u3002 \u76ee\u6a19\u306f\u3001\u5404\u30af\u30e9\u30b9\u30bf\u30fc\u5185\u306e\u89b3\u6e2c\u5024\u304c\u4e92\u3044\u306b\u975e\u5e38\u306b\u985e\u4f3c\u3057\u3066\u3044\u308b\u4e00\u65b9\u3067\u3001\u7570\u306a\u308b\u30af\u30e9\u30b9\u30bf\u30fc\u5185\u306e\u89b3\u6e2c\u5024\u304c\u4e92\u3044\u306b\u5927\u304d\u304f\u7570\u306a\u308b\u3088\u3046\u306a\u30af\u30e9\u30b9\u30bf\u30fc\u3092\u898b\u3064 [&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-4615","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 PROC CLUSTER \u3092\u4f7f\u7528\u3059\u308b\u65b9\u6cd5 (\u4f8b\u4ed8\u304d) - Statorials<\/title>\n<meta name=\"description\" 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