{"id":4528,"date":"2023-07-10T08:24:51","date_gmt":"2023-07-10T08:24:51","guid":{"rendered":"https:\/\/statorials.org\/ja\/%e3%81%84%e3%81%8f%e3%81%a4%e3%81%8b%e3%81%ae%e3%83%95%e3%82%9a%e3%83%ad%e3%83%83%e3%83%88%e3%82%b5%e3%82%b9\/"},"modified":"2023-07-10T08:24:51","modified_gmt":"2023-07-10T08:24:51","slug":"%e3%81%84%e3%81%8f%e3%81%a4%e3%81%8b%e3%81%ae%e3%83%95%e3%82%9a%e3%83%ad%e3%83%83%e3%83%88%e3%82%b5%e3%82%b9","status":"publish","type":"post","link":"https:\/\/statorials.org\/ja\/%e3%81%84%e3%81%8f%e3%81%a4%e3%81%8b%e3%81%ae%e3%83%95%e3%82%9a%e3%83%ad%e3%83%83%e3%83%88%e3%82%b5%e3%82%b9\/","title":{"rendered":"Sas \u3067 qq \u30d7\u30ed\u30c3\u30c8\u3092\u4f5c\u6210\u3059\u308b\u65b9\u6cd5"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\u300c\u5206\u4f4d\u6570-\u5206\u4f4d\u6570\u300d\u306e\u7565\u3067\u3042\u308b<strong>QQ \u30d7\u30ed\u30c3\u30c8\u306f<\/strong>\u3001\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u304c\u7406\u8ad6\u7684\u306a\u5206\u5e03\u306b\u7531\u6765\u3059\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u304b\u3069\u3046\u304b\u3092\u8a55\u4fa1\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u307b\u3068\u3093\u3069\u306e\u5834\u5408\u3001\u3053\u306e\u30bf\u30a4\u30d7\u306e\u30d7\u30ed\u30c3\u30c8\u306f\u3001\u30c7\u30fc\u30bf \u30bb\u30c3\u30c8\u304c\u6b63\u898f\u5206\u5e03\u306b\u5f93\u3046\u304b\u3069\u3046\u304b\u3092\u5224\u65ad\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u30c7\u30fc\u30bf\u304c\u6b63\u898f\u5206\u5e03\u3057\u3066\u3044\u308b\u5834\u5408\u3001QQ \u30d7\u30ed\u30c3\u30c8\u4e0a\u306e\u70b9\u306f\u76f4\u7dda\u306e\u5bfe\u89d2\u7dda\u4e0a\u306b\u3042\u308a\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u9006\u306b\u3001\u30b0\u30e9\u30d5\u4e0a\u306e\u70b9\u304c\u76f4\u7dda\u306e\u5bfe\u89d2\u7dda\u304b\u3089\u5927\u304d\u304f\u5916\u308c\u308b\u3068\u3001\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u304c\u6b63\u898f\u5206\u5e03\u306b\u5f93\u3046\u53ef\u80fd\u6027\u304c\u4f4e\u304f\u306a\u308a\u307e\u3059\u3002<br \/><\/span><\/p>\n<p> <span style=\"color: #000000;\">SAS \u3067 QQ \u30d7\u30ed\u30c3\u30c8\u3092\u4f5c\u6210\u3059\u308b\u6700\u3082\u7c21\u5358\u306a\u65b9\u6cd5\u306f\u3001 <strong>PROC UNIVARIATE<\/strong>\u30b9\u30c6\u30fc\u30c8\u30e1\u30f3\u30c8\u3092<strong>QQPLOT<\/strong>\u30b9\u30c6\u30fc\u30c8\u30e1\u30f3\u30c8\u3068\u3068\u3082\u306b\u4f7f\u7528\u3059\u308b\u3053\u3068\u3067\u3059\u3002<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #800080;\">proc univariate<\/span> <span style=\"color: #3366ff;\">data<\/span> =my_data <span style=\"color: #3366ff;\">noprint<\/span> ;\n   <span style=\"color: #3366ff;\">qqplot<\/span> my_variable;\n<span style=\"color: #800080;\">run<\/span> ;<\/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>: <strong>NOPRINT<\/strong>\u30b9\u30c6\u30fc\u30c8\u30e1\u30f3\u30c8\u3092\u4f7f\u7528\u3057\u3066\u3001 <strong>PROC UNIVARIATE<\/strong>\u30b9\u30c6\u30fc\u30c8\u30e1\u30f3\u30c8\u306b\u3088\u3063\u3066\u81ea\u52d5\u7684\u306b\u751f\u6210\u3055\u308c\u305f\u4ed6\u306e\u3059\u3079\u3066\u306e\u8981\u7d04\u7d71\u8a08\u3068\u30c6\u30fc\u30d6\u30eb\u3092\u524a\u9664\u3057\u307e\u3059\u3002<\/span><\/p>\n<h2><span style=\"color: #000000;\"><strong>\u4f8b 1: SAS \u3067\u901a\u5e38\u30c7\u30fc\u30bf\u306e QQ \u30d7\u30ed\u30c3\u30c8\u3092\u4f5c\u6210\u3059\u308b<\/strong><\/span><\/h2>\n<p><span style=\"color: #000000;\">\u6b21\u306e\u30b3\u30fc\u30c9\u306f\u3001\u5e73\u5747 10\u3001\u6a19\u6e96\u504f\u5dee 2 \u306e<a href=\"https:\/\/statorials.org\/ja\/\u6b63\u898f\u5206\u5e03-1\/\" target=\"_blank\" rel=\"noopener\">\u6b63\u898f\u5206\u5e03<\/a>\u304b\u3089\u751f\u6210\u3055\u308c\u305f 1000 \u500b\u306e<a href=\"https:\/\/statorials.org\/ja\/\u7d71\u8a08\u306b\u304a\u3051\u308b\u89b3\u5bdf\/\" target=\"_blank\" rel=\"noopener\">\u89b3\u6e2c\u5024<\/a>\u3092\u542b\u3080\u30c7\u30fc\u30bf \u30bb\u30c3\u30c8\u306e QQ \u30d7\u30ed\u30c3\u30c8\u3092\u4f5c\u6210\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;\">\/*generate 1000 values that follow normal distribution with mean 10 and sd 2 *\/\n<\/span><span style=\"color: #800080;\">data<\/span> normal_data;\n    <span style=\"color: #3366ff;\">do<\/span> i = 1 <span style=\"color: #3366ff;\">to<\/span> 1000;\n\t<span style=\"color: #3366ff;\">x<\/span> = 10 + 2* <span style=\"color: #3366ff;\">rannor<\/span> (1);\n        <span style=\"color: #3366ff;\">output<\/span> ;\n    <span style=\"color: #3366ff;\">end<\/span> ;\n<span style=\"color: #800080;\">run<\/span> ;\n\n<span style=\"color: #008000;\">\/*create some plot*\/\n<\/span><span style=\"color: #800080;\">proc univariate<\/span> <span style=\"color: #3366ff;\">data<\/span> =normal_data <span style=\"color: #3366ff;\">noprint<\/span> ;\n   <span style=\"color: #3366ff;\">qqplot<\/span> x;\n<span style=\"color: #800080;\">run<\/span> ;<\/strong><\/span> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-35406\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/qqsas1.png\" alt=\"SAS \u306e QQ \u30d7\u30ed\u30c3\u30c8\" width=\"604\" height=\"480\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\">\u70b9\u306f\u307b\u3068\u3093\u3069\u76f4\u7dda\u306e\u5bfe\u89d2\u7dda\u306b\u6cbf\u3063\u3066\u914d\u7f6e\u3055\u308c\u3066\u3044\u307e\u3059\u304c\u3001\u5404\u5c3e\u90e8\u306b\u6cbf\u3063\u3066\u591a\u5c11\u306e\u305a\u308c\u304c\u3042\u308b\u3053\u3068\u304c\u308f\u304b\u308a\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u3053\u306e\u30b0\u30e9\u30d5\u306b\u57fa\u3065\u3044\u3066\u3001\u3053\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306f\u6b63\u898f\u5206\u5e03\u3057\u3066\u3044\u308b\u3068\u5b89\u5168\u306b\u4eee\u5b9a\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<h2><span style=\"color: #000000;\"><strong>\u4f8b 2: \u975e\u6b63\u898f\u30c7\u30fc\u30bf\u306e QQ \u30d7\u30ed\u30c3\u30c8<\/strong><\/span><\/h2>\n<p><span style=\"color: #000000;\">\u6b21\u306e\u30b3\u30fc\u30c9\u306f\u3001<a href=\"https:\/\/statorials.org\/ja\/\u6307\u6570\u5206\u5e03-1\/\" target=\"_blank\" rel=\"noopener\">\u6307\u6570\u5206\u5e03<\/a>\u304b\u3089\u751f\u6210\u3055\u308c\u305f 1000 \u500b\u306e\u89b3\u6e2c\u5024\u3092\u542b\u3080\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e QQ \u30d7\u30ed\u30c3\u30c8\u3092\u4f5c\u6210\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;\">\/*generate 1000 values that follow an exponential distribution*\/\n<\/span><span style=\"color: #800080;\">data<\/span> exp_data;\n    <span style=\"color: #3366ff;\">do<\/span> i = 1 <span style=\"color: #3366ff;\">to<\/span> 1000;\n\t<span style=\"color: #3366ff;\">x<\/span> = <span style=\"color: #3366ff;\">ranexp<\/span> (1);\n        <span style=\"color: #3366ff;\">output<\/span> ;\n    <span style=\"color: #3366ff;\">end<\/span> ;\n<span style=\"color: #800080;\">run<\/span> ;\n\n<span style=\"color: #008000;\">\/*create some plot*\/\n<\/span><span style=\"color: #800080;\">proc univariate<\/span> <span style=\"color: #3366ff;\">data<\/span> =exp_data <span style=\"color: #3366ff;\">noprint<\/span> ;\n   <span style=\"color: #3366ff;\">qqplot<\/span> x;\n<span style=\"color: #800080;\">run<\/span> ;<\/strong><\/span> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-35407 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/qqsas2.png\" alt=\"\" width=\"616\" height=\"484\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\">\u70b9\u304c\u76f4\u7dda\u306e\u5bfe\u89d2\u7dda\u304b\u3089\u5927\u304d\u304f\u305a\u308c\u3066\u3044\u308b\u3053\u3068\u304c\u308f\u304b\u308a\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u304c\u6b63\u898f\u5206\u5e03\u3057\u3066\u3044\u306a\u3044\u3053\u3068\u3092\u660e\u78ba\u306b\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u30c7\u30fc\u30bf\u304c\u6307\u6570\u5206\u5e03\u306b\u5f93\u3046\u3088\u3046\u306b\u6307\u5b9a\u3057\u305f\u3053\u3068\u3092\u8003\u3048\u308b\u3068\u3001\u3053\u308c\u306f\u5f53\u7136\u306e\u3053\u3068\u3067\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> <span style=\"color: #000000;\"><a href=\"https:\/\/statorials.org\/ja\/sas-proc\u306e\u4e00\u5909\u91cf\u6b63\u898f\u6027\u30c6\u30b9\u30c8\/\" target=\"_blank\" rel=\"noopener\">SAS \u3067\u6b63\u898f\u6027\u30c6\u30b9\u30c8\u306b Proc Univariate \u3092\u4f7f\u7528\u3059\u308b\u65b9\u6cd5<\/a><br \/><a href=\"https:\/\/statorials.org\/ja\/\u30a8\u30a2\u30ed\u30c3\u30af\u3066\u3099\u306e\u30ed\u30af\u3099\u5909\u63db\/\" target=\"_blank\" rel=\"noopener\">SAS \u3067\u30ed\u30b0\u5909\u63db\u3092\u5b9f\u884c\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><\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u300c\u5206\u4f4d\u6570-\u5206\u4f4d\u6570\u300d\u306e\u7565\u3067\u3042\u308bQQ \u30d7\u30ed\u30c3\u30c8\u306f\u3001\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u304c\u7406\u8ad6\u7684\u306a\u5206\u5e03\u306b\u7531\u6765\u3059\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u304b\u3069\u3046\u304b\u3092\u8a55\u4fa1\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002 \u307b\u3068\u3093\u3069\u306e\u5834\u5408\u3001\u3053\u306e\u30bf\u30a4\u30d7\u306e\u30d7\u30ed\u30c3\u30c8\u306f\u3001\u30c7\u30fc\u30bf \u30bb\u30c3\u30c8\u304c\u6b63\u898f\u5206\u5e03\u306b\u5f93\u3046\u304b\u3069\u3046\u304b\u3092\u5224\u65ad\u3059 [&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-4528","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 QQ \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 QQ \u30d7\u30ed\u30c3\u30c8\u3092\u4f5c\u6210\u3059\u308b\u65b9\u6cd5\u3092\u3044\u304f\u3064\u304b\u306e\u4f8b\u3068\u3068\u3082\u306b\u8aac\u660e\u3057\u307e\u3059\u3002\" \/>\n<meta name=\"robots\" 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