{"id":4216,"date":"2023-07-12T18:22:33","date_gmt":"2023-07-12T18:22:33","guid":{"rendered":"https:\/\/statorials.org\/ja\/sas-%e3%81%ae%e8%a8%98%e8%bf%b0%e7%b5%b1%e8%a8%88\/"},"modified":"2023-07-12T18:22:33","modified_gmt":"2023-07-12T18:22:33","slug":"sas-%e3%81%ae%e8%a8%98%e8%bf%b0%e7%b5%b1%e8%a8%88","status":"publish","type":"post","link":"https:\/\/statorials.org\/ja\/sas-%e3%81%ae%e8%a8%98%e8%bf%b0%e7%b5%b1%e8%a8%88\/","title":{"rendered":"Sas \u3067\u8a18\u8ff0\u7d71\u8a08\u3092\u8a08\u7b97\u3059\u308b\u65b9\u6cd5"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><strong>\u8a18\u8ff0\u7d71\u8a08\u306f\u3001<\/strong>\u4e00\u9023\u306e\u30c7\u30fc\u30bf\u3092\u8aac\u660e\u3059\u308b\u5024\u3067\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u3053\u308c\u3089\u306f\u3001\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e<a href=\"https:\/\/statorials.org\/ja\/\u4e2d\u5fc3\u50be\u5411\u3092\u6e2c\u5b9a\u3059\u308b\/\" target=\"_blank\" rel=\"noopener\">\u4e2d\u5fc3\u304c<\/a>\u3069\u3053\u306b\u3042\u308b\u306e\u304b\u3001\u307e\u305f\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u5185\u306e\u5024\u306e\u5206\u5e03\u3092\u7406\u89e3\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/span><\/p>\n<p> <span style=\"color: #000000;\">SAS \u3067\u5909\u6570\u306e\u8a18\u8ff0\u7d71\u8a08\u3092\u8a08\u7b97\u3059\u308b\u306b\u306f\u3001\u6b21\u306e 2 \u3064\u306e\u4e00\u822c\u7684\u306a\u65b9\u6cd5\u304c\u3042\u308a\u307e\u3059\u3002<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>1.<\/strong> <strong>PROC MEANS \u3092<\/strong>\u4f7f\u7528\u3057\u3066\u8981\u7d04\u7d71\u8a08\u91cf\u3092\u8a08\u7b97\u3057\u307e\u3059\u3002<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>2.<\/strong> <strong>PROC UNIVARIATE<\/strong>\u3092\u4f7f\u7528\u3057\u3066\u8a73\u7d30\u306a\u8a18\u8ff0\u7d71\u8a08\u3092\u8a08\u7b97\u3057\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u6b21\u306e\u4f8b\u306f\u3001SAS \u306e\u6b21\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3067\u5404\u30e1\u30bd\u30c3\u30c9\u3092\u5b9f\u969b\u306b\u4f7f\u7528\u3059\u308b\u65b9\u6cd5\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/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> team $points assists;\n    <span style=\"color: #3366ff;\">datalines<\/span> ;\nAt 10 2\nAt 17 5\nAt 17 6\nAt 18 3\nAt 15 0\nB 10 2\nB 14 5\nB 13 4\nB 29 0\nB 25 2\nC 12 1\nC 30 1\nC 34 3\nC 12 4\nC 11 7\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;<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-33383 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/desc1.jpg\" alt=\"\" width=\"212\" height=\"405\" srcset=\"\" sizes=\"auto, \"><\/p>\n<h2><strong><span style=\"color: #000000;\">\u4f8b 1. PROC MEANS \u3092\u4f7f\u7528\u3057\u3066\u8981\u7d04\u7d71\u8a08\u91cf\u3092\u8a08\u7b97\u3059\u308b<\/span><\/strong><\/h2>\n<p><span style=\"color: #000000;\">\u6b21\u306e\u30b3\u30fc\u30c9\u306f\u3001 <strong>PROC MEANS \u3092<\/strong>\u4f7f\u7528\u3057\u3066\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u5185\u306e<strong>\u30dd\u30a4\u30f3\u30c8<\/strong>\u5909\u6570\u306e\u8981\u7d04\u7d71\u8a08\u91cf\u3092\u8a08\u7b97\u3059\u308b\u65b9\u6cd5\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">\/*calculate summary statistics for points variable*\/\n<\/span><span style=\"color: #800080;\">proc means<\/span> <span style=\"color: #3366ff;\">data<\/span> =my_data;\n    <span style=\"color: #3366ff;\">var<\/span> points;\n<span style=\"color: #800080;\">run<\/span> ;<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-33385\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/desc2.jpg\" alt=\"PROC MEANS\u3092\u4f7f\u7528\u3057\u305fSAS\u306e\u8a18\u8ff0\u7d71\u8a08\" width=\"423\" height=\"130\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\"><strong>PROC MEANS<\/strong>\u30d7\u30ed\u30b7\u30fc\u30b8\u30e3\u306f\u3001\u6b21\u306e\u8a18\u8ff0\u7d71\u8a08\u3092\u8a08\u7b97\u3057\u307e\u3059\u3002<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>N<\/strong> : \u89b3\u6e2c\u5024\u306e\u7dcf\u6570<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>\u5e73\u5747<\/strong>: \u30dd\u30a4\u30f3\u30c8\u306e\u5e73\u5747\u5024<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>Std<\/strong> Dev: \u30dd\u30a4\u30f3\u30c8\u306e\u6a19\u6e96\u504f\u5dee<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>\u6700\u5c0f\u5024<\/strong>: \u30dd\u30a4\u30f3\u30c8\u306e\u6700\u5c0f\u5024<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>\u6700\u5927\u5024<\/strong>: \u30dd\u30a4\u30f3\u30c8\u306e\u6700\u5927\u5024<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\">\u307e\u305f\u3001class \u30b9\u30c6\u30fc\u30c8\u30e1\u30f3\u30c8\u3092\u4f7f\u7528\u3057\u3066\u3001\u3042\u308b\u5909\u6570\u306e\u8a18\u8ff0\u7d71\u8a08\u3092\u5225\u306e\u5909\u6570\u3067\u30b0\u30eb\u30fc\u30d7\u5316\u3057\u3066\u8a08\u7b97\u3067\u304d\u308b\u3053\u3068\u306b\u3082\u6ce8\u610f\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u305f\u3068\u3048\u3070\u3001\u6b21\u306e\u30b3\u30fc\u30c9\u3092\u4f7f\u7528\u3057\u3066\u3001<strong>\u30c1\u30fc\u30e0<\/strong>\u5909\u6570\u3054\u3068\u306b\u30b0\u30eb\u30fc\u30d7\u5316\u3055\u308c\u305f<strong>\u30dd\u30a4\u30f3\u30c8<\/strong>\u5909\u6570\u306e\u6982\u8981\u7d71\u8a08\u3092\u8a08\u7b97\u3067\u304d\u307e\u3059\u3002<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">\/*calculate summary statistics for points, grouped by team*\/\n<\/span><span style=\"color: #800080;\">proc means<\/span> <span style=\"color: #3366ff;\">data<\/span> =my_data;\n    <span style=\"color: #3366ff;\">classteam<\/span> ;\n    <span style=\"color: #3366ff;\">var<\/span> points;\n<span style=\"color: #800080;\">run<\/span> ;<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-33386 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/desc3.jpg\" alt=\"\" width=\"504\" height=\"177\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\">\u51fa\u529b\u306b\u306f\u3001<strong>\u30dd\u30a4\u30f3\u30c8<\/strong>\u5909\u6570\u306e\u6982\u8981\u7d71\u8a08\u304c\u3001\u4e00\u610f\u306e<strong>\u30c1\u30fc\u30e0<\/strong>\u5024\u3054\u3068\u306b\u30b0\u30eb\u30fc\u30d7\u5316\u3055\u308c\u3066\u8868\u793a\u3055\u308c\u307e\u3059<\/span><span style=\"color: #000000;\">\u3002<\/span><\/p>\n<h2><strong><span style=\"color: #000000;\">\u4f8b 2. PROC UNIVARIATE \u3092\u4f7f\u7528\u3057\u3066\u8a73\u7d30\u306a\u8a18\u8ff0\u7d71\u8a08\u3092\u8a08\u7b97\u3059\u308b<\/span><\/strong><\/h2>\n<p><span style=\"color: #000000;\">\u6b21\u306e\u30b3\u30fc\u30c9\u306f\u3001 <strong>PROC UNIVARIATE<\/strong>\u3092\u4f7f\u7528\u3057\u3066<strong>\u30dd\u30a4\u30f3\u30c8<\/strong>\u5909\u6570\u306e\u8a73\u7d30\u306a\u8a18\u8ff0\u7d71\u8a08\u3092\u8a08\u7b97\u3059\u308b\u65b9\u6cd5\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">\/*calculate detailed descriptive statistics for points variable*\/\n<\/span><span style=\"color: #800080;\">proc univariate<\/span> <span style=\"color: #3366ff;\">data<\/span> =my_data;\n    <span style=\"color: #3366ff;\">var<\/span> points;\n<span style=\"color: #800080;\">run<\/span> ;<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-33387 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/desc4.jpg\" alt=\"\" width=\"419\" height=\"531\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-33388 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/desc5.jpg\" alt=\"\" width=\"215\" height=\"509\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\"><strong>PROC UNIVARIATE<\/strong>\u30d7\u30ed\u30b7\u30fc\u30b8\u30e3\u306f\u3001\u5e73\u5747\u3001\u4e2d\u592e\u5024\u3001\u6700\u983b\u5024\u3001\u6a19\u6e96\u504f\u5dee\u3001\u5206\u6563\u3001\u7bc4\u56f2\u3001\u56db\u5206\u4f4d\u7bc4\u56f2\u306a\u3069\u3092\u542b\u3080<strong>\u70b9<\/strong>\u5909\u6570\u306e\u8a73\u7d30\u306a\u8a18\u8ff0\u7d71\u8a08\u3092\u8a08\u7b97\u3057\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u307e\u305f\u3001<strong>\u30af\u30e9\u30b9<\/strong>\u30b9\u30c6\u30fc\u30c8\u30e1\u30f3\u30c8\u3092\u4f7f\u7528\u3057\u3066\u3001<strong>\u30c1\u30fc\u30e0<\/strong>\u5909\u6570\u3054\u3068\u306b\u30b0\u30eb\u30fc\u30d7\u5316\u3055\u308c\u305f<strong>\u30dd\u30a4\u30f3\u30c8<\/strong>\u5909\u6570\u306e\u8a73\u7d30\u306a\u8a18\u8ff0\u7d71\u8a08\u3092\u8a08\u7b97\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">\/*calculate detailed descriptive statistics for points, grouped by team*\/\n<\/span><span style=\"color: #800080;\">proc univariate<\/span> <span style=\"color: #3366ff;\">data<\/span> =my_data;\n    <span style=\"color: #3366ff;\">classteam<\/span> ;\n    <span style=\"color: #3366ff;\">var<\/span> points;\n<span style=\"color: #800080;\">run<\/span> ;<\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u3053\u308c\u306b\u3088\u308a\u3001<strong>\u30c1\u30fc\u30e0\u306e<\/strong>\u4e00\u610f\u306e\u5024\u3054\u3068\u306b\u30b0\u30eb\u30fc\u30d7\u5316\u3055\u308c\u305f\u3001<strong>\u30dd\u30a4\u30f3\u30c8<\/strong>\u5909\u6570\u306e\u8a73\u7d30\u306a\u8a18\u8ff0\u7d71\u8a08\u3092\u8868\u793a\u3059\u308b 3 \u3064\u306e\u30b0\u30eb\u30fc\u30d7\u306e\u51fa\u529b\u30c6\u30fc\u30d6\u30eb\u304c\u751f\u6210\u3055\u308c\u307e\u3059\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> <a href=\"https:\/\/statorials.org\/ja\/sas\u983b\u5ea6\u8868\/\" target=\"_blank\" rel=\"noopener\">SAS \u3067\u5ea6\u6570\u8868\u3092\u4f5c\u6210\u3059\u308b\u65b9\u6cd5<\/a><br \/><a href=\"https:\/\/statorials.org\/ja\/sa-\u30cf\u309a\u30fc\u30bb\u30f3\u30bf\u30a4\u30eb\/\" target=\"_blank\" rel=\"noopener\">SAS \u3067\u30d1\u30fc\u30bb\u30f3\u30bf\u30a4\u30eb\u3092\u8a08\u7b97\u3059\u308b\u65b9\u6cd5<\/a><br \/><a href=\"https:\/\/statorials.org\/ja\/\u30d2\u309a\u30db\u3099\u30c3\u30c8\u30c6\u30fc\u30d5\u3099\u30ebsas\/\" target=\"_blank\" rel=\"noopener\">SAS \u3067\u30d4\u30dc\u30c3\u30c8\u30c6\u30fc\u30d6\u30eb\u3092\u4f5c\u6210\u3059\u308b\u65b9\u6cd5<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u8a18\u8ff0\u7d71\u8a08\u306f\u3001\u4e00\u9023\u306e\u30c7\u30fc\u30bf\u3092\u8aac\u660e\u3059\u308b\u5024\u3067\u3059\u3002 \u3053\u308c\u3089\u306f\u3001\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u4e2d\u5fc3\u304c\u3069\u3053\u306b\u3042\u308b\u306e\u304b\u3001\u307e\u305f\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u5185\u306e\u5024\u306e\u5206\u5e03\u3092\u7406\u89e3\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002 SAS \u3067\u5909\u6570\u306e\u8a18\u8ff0\u7d71\u8a08\u3092\u8a08\u7b97\u3059\u308b\u306b\u306f\u3001\u6b21\u306e 2 \u3064\u306e\u4e00\u822c\u7684\u306a\u65b9\u6cd5\u304c\u3042\u308a\u307e [&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-4216","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 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