{"id":609,"date":"2023-07-29T08:18:55","date_gmt":"2023-07-29T08:18:55","guid":{"rendered":"https:\/\/statorials.org\/ja\/%e3%83%9e%e3%83%b3%e3%83%bb%e3%83%9b%e3%82%a4%e3%83%83%e3%83%88%e3%83%8b%e3%83%bc%e3%81%ae%e3%83%86%e3%82%b9%e3%83%88%e3%82%b9%e3%83%86%e3%83%bc%e3%82%bf%e3%82%b9\/"},"modified":"2023-07-29T08:18:55","modified_gmt":"2023-07-29T08:18:55","slug":"%e3%83%9e%e3%83%b3%e3%83%bb%e3%83%9b%e3%82%a4%e3%83%83%e3%83%88%e3%83%8b%e3%83%bc%e3%81%ae%e3%83%86%e3%82%b9%e3%83%88%e3%82%b9%e3%83%86%e3%83%bc%e3%82%bf%e3%82%b9","status":"publish","type":"post","link":"https:\/\/statorials.org\/ja\/%e3%83%9e%e3%83%b3%e3%83%bb%e3%83%9b%e3%82%a4%e3%83%83%e3%83%88%e3%83%8b%e3%83%bc%e3%81%ae%e3%83%86%e3%82%b9%e3%83%88%e3%82%b9%e3%83%86%e3%83%bc%e3%82%bf%e3%82%b9\/","title":{"rendered":"Stata \u3067\u30de\u30f3-\u30db\u30a4\u30c3\u30c8\u30cb\u30fc u \u691c\u5b9a\u3092\u5b9f\u884c\u3059\u308b\u65b9\u6cd5"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\u30de\u30f3<\/span><a href=\"https:\/\/statorials.org\/ja\/\u30de\u30f3\u30fb\u30db\u30a4\u30c3\u30c8\u30cb\u30fc\u306e\u30e6\u30fc\u30c6\u30b9\u30c8\/\" target=\"_blank\" rel=\"noopener\"><strong>-\u30db\u30a4\u30c3\u30c8\u30cb\u30fc U \u691c\u5b9a<\/strong><\/a><span style=\"color: #000000;\">(\u30a6\u30a3\u30eb\u30b3\u30af\u30bd\u30f3\u9806\u4f4d\u548c\u691c\u5b9a\u3068\u3082\u547c\u3070\u308c\u307e\u3059) \u306f\u3001\u6a19\u672c\u5206\u5e03\u304c\u6b63\u898f\u5206\u5e03\u3057\u3066\u304a\u3089\u305a\u3001\u6a19\u672c\u30b5\u30a4\u30ba\u304c\u5c0f\u3055\u3044 (n &lt; 30) \u5834\u5408\u306b\u30012 \u3064\u306e\u6a19\u672c\u9593\u306e\u5dee\u7570\u3092\u6bd4\u8f03\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002\u3053\u308c\u306f<a href=\"https:\/\/statorials.org\/ja\/2-\u3064\u306e\u30b5\u30f3\u30d5\u309a\u30eb-t-\u691c\u5b9a\u306e\u7d71\u8a08\/\" target=\"_blank\" rel=\"noopener\"><strong>\u30012 \u30b5\u30f3\u30d7\u30eb t \u691c\u5b9a<\/strong><\/a>\u3068\u540c\u7b49\u306e\u30ce\u30f3\u30d1\u30e9\u30e1\u30c8\u30ea\u30c3\u30af\u3068\u307f\u306a\u3055\u308c\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u3053\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3067\u306f\u3001Stata \u3067\u30de\u30f3-\u30db\u30a4\u30c3\u30c8\u30cb\u30fc U \u691c\u5b9a\u3092\u5b9f\u884c\u3059\u308b\u65b9\u6cd5\u3092\u8aac\u660e\u3057\u307e\u3059\u3002<\/span><\/p>\n<h2><span style=\"color: #000000;\"><strong>\u4f8b: Stata \u3067\u306e Mann-Whitney U \u691c\u5b9a<\/strong><\/span><\/h2>\n<p><span style=\"color: #000000;\">\u7814\u7a76\u8005\u3089\u306f\u3001\u71c3\u6599\u51e6\u7406\u306b\u3088\u3063\u3066\u8eca\u306e\u5e73\u5747\u71c3\u8cbb\u304c\u5909\u5316\u3059\u308b\u304b\u3069\u3046\u304b\u3092\u77e5\u308a\u305f\u3044\u3068\u8003\u3048\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u3092\u30c6\u30b9\u30c8\u3059\u308b\u305f\u3081\u306b\u3001\u71c3\u6599\u51e6\u7406\u3092\u884c\u3063\u305f 12 \u53f0\u306e\u8eca\u3068\u51e6\u7406\u3092\u884c\u308f\u306a\u304b\u3063\u305f 12 \u53f0\u306e\u8eca\u306e\u71c3\u8cbb\u3092\u6e2c\u5b9a\u3059\u308b\u5b9f\u9a13\u3092\u5b9f\u65bd\u3057\u307e\u3057\u305f\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u30b5\u30f3\u30d7\u30eb \u30b5\u30a4\u30ba\u304c\u5c0f\u3055\u304f\u3001\u30b5\u30f3\u30d7\u30eb\u5206\u5e03\u304c\u6b63\u898f\u5206\u5e03\u3067\u306f\u306a\u3044\u306e\u3067\u306f\u306a\u3044\u304b\u3068\u8003\u3048\u3089\u308c\u308b\u305f\u3081\u3001\u30de\u30f3-\u30db\u30a4\u30c3\u30c8\u30cb\u30fc U \u691c\u5b9a\u3092\u5b9f\u884c\u3057\u3066\u30012 \u3064\u306e\u30b0\u30eb\u30fc\u30d7\u9593\u306b mpg \u306b\u7d71\u8a08\u7684\u306b\u6709\u610f\u306a\u5dee\u304c\u3042\u308b\u304b\u3069\u3046\u304b\u3092\u5224\u65ad\u3059\u308b\u3053\u3068\u306b\u3057\u307e\u3057\u305f\u3002<\/span><\/p>\n<p> <span style=\"color: #000000;\">Stata \u3067\u30de\u30f3-\u30db\u30a4\u30c3\u30c8\u30cb\u30fc U \u691c\u5b9a\u3092\u5b9f\u884c\u3059\u308b\u306b\u306f\u3001\u6b21\u306e\u624b\u9806\u3092\u5b9f\u884c\u3057\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>\u30b9\u30c6\u30c3\u30d7 1: \u30c7\u30fc\u30bf\u3092\u30ed\u30fc\u30c9\u3057\u307e\u3059\u3002<\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\">\u307e\u305a\u3001\u30b3\u30de\u30f3\u30c9 \u30dc\u30c3\u30af\u30b9\u306b<strong>use https:\/\/www.stata-press.com\/data\/r13\/fuel2<\/strong>\u3068\u5165\u529b\u3057\u3001Enter \u3092\u30af\u30ea\u30c3\u30af\u3057\u3066\u30c7\u30fc\u30bf\u3092\u30ed\u30fc\u30c9\u3057\u307e\u3059\u3002<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-5727 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/mannwhitneystata1.png\" alt=\"Stata \u8aad\u307f\u8fbc\u307f\u30c7\u30fc\u30bf\u3067\u306e Mann Whitney U \u30c6\u30b9\u30c8\" width=\"561\" height=\"518\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\"><strong>\u30b9\u30c6\u30c3\u30d7<\/strong><strong>2: \u751f\u30c7\u30fc\u30bf\u3092\u8868\u793a\u3057\u307e\u3059\u3002<\/strong><\/span><\/p>\n<p data-slot-rendered-dynamic=\"true\"><span style=\"color: #000000;\">\u30de\u30f3\u30fb\u30db\u30a4\u30c3\u30c8\u30cb\u30fc U \u691c\u5b9a\u3092\u5b9f\u884c\u3059\u308b\u524d\u306b\u3001\u307e\u305a\u751f\u30c7\u30fc\u30bf\u3092\u898b\u3066\u307f\u307e\u3057\u3087\u3046\u3002\u4e0a\u90e8\u306e\u30e1\u30cb\u30e5\u30fc \u30d0\u30fc\u304b\u3089\u3001 <strong>[\u30c7\u30fc\u30bf] &gt; [\u30c7\u30fc\u30bf \u30a8\u30c7\u30a3\u30bf\u30fc] &gt; [\u30c7\u30fc\u30bf \u30a8\u30c7\u30a3\u30bf\u30fc (\u53c2\u7167)]<\/strong>\u306b\u79fb\u52d5\u3057\u307e\u3059\u3002\u6700\u521d\u306e\u5217<em>mpg \u306f<\/em>\u7279\u5b9a\u306e\u8eca\u306e mpg \u3092\u793a\u3057\u30012 \u756a\u76ee\u306e\u5217<em>Treat<\/em>\u306f\u8eca\u304c\u71c3\u6599\u51e6\u7406\u3092\u53d7\u3051\u305f\u304b\u3069\u3046\u304b\u3092\u793a\u3057\u307e\u3059\u3002<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-5728 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/mannwhitneystata2.png\" alt=\"Stata \u3067\u751f\u30c7\u30fc\u30bf\u3092\u8868\u793a\u3059\u308b\" width=\"474\" height=\"705\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\"><strong>\u30b9\u30c6\u30c3\u30d7 3: \u30de\u30f3\u30fb\u30db\u30a4\u30c3\u30c8\u30cb\u30fc U \u691c\u5b9a\u3092\u5b9f\u884c\u3057\u307e\u3059\u3002<\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\">\u4e0a\u90e8\u306e\u30e1\u30cb\u30e5\u30fc \u30d0\u30fc\u304b\u3089\u3001 <strong>[\u7d71\u8a08] &gt; [\u8981\u7d04\u3001\u8868\u3001\u691c\u5b9a] &gt; [\u30ce\u30f3\u30d1\u30e9\u30e1\u30c8\u30ea\u30c3\u30af\u4eee\u8aac\u691c\u5b9a] &gt; [Wilcoxon Rank Sum Test]<\/strong>\u306b\u79fb\u52d5\u3057\u307e\u3059\u3002<\/span><\/p>\n<p> <span style=\"color: #000000;\">[\u5909\u6570] \u3067\u3001 <em>mpg<\/em>\u3092\u9078\u629e\u3057\u307e\u3059\u3002 [\u30b0\u30eb\u30fc\u30d7\u5316\u5909\u6570] \u3067\u3001 <em>[\u51e6\u7406]<\/em>\u3092\u9078\u629e\u3057\u307e\u3059\u3002\u4ee5\u4e0b\u306e\u4e21\u65b9\u306e\u30dc\u30c3\u30af\u30b9\u3092\u30c1\u30a7\u30c3\u30af\u3059\u308b\u3068\u3001\u6b63\u78ba\u691c\u5b9a\u306e p \u5024\u304c\u8868\u793a\u3055\u308c\u3001\u6700\u521d\u306e\u30b0\u30eb\u30fc\u30d7\u306e\u5909\u6570\u304c 2 \u756a\u76ee\u306e\u30b0\u30eb\u30fc\u30d7\u306e\u5909\u6570\u3088\u308a\u3082\u5927\u304d\u3044\u78ba\u7387\u306e\u63a8\u5b9a\u5024\u304c\u8868\u793a\u3055\u308c\u307e\u3059\u3002\u6700\u5f8c\u306b\u3001 <em>\u300cOK\u300d<\/em>\u3092\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059\u3002<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-5729 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/mannwhitneystata3.png\" alt=\"Stata \u3067\u306e Mann Whitney U \u30c6\u30b9\u30c8\" width=\"513\" height=\"387\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\">\u30c6\u30b9\u30c8\u7d50\u679c\u304c\u8868\u793a\u3055\u308c\u307e\u3059\u3002<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-5730 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/mannwhitneystata4.png\" alt=\"Stata \u3067\u306e\u30de\u30f3-\u30db\u30a4\u30c3\u30c8\u30cb\u30fc U \u30c6\u30b9\u30c8\u7d50\u679c\u306e\u89e3\u91c8\" width=\"494\" height=\"463\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\">\u79c1\u305f\u3061\u304c\u4e3b\u306b\u95a2\u5fc3\u306e\u3042\u308b\u5024\u306f\u3001 <strong>z<\/strong> = -1.279 \u3068<strong>Prob &gt; |z|<\/strong>\u3067\u3059\u3002 = 0.2010\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u691c\u5b9a\u306e p \u5024 (0.2010) \u306f\u6709\u610f\u6c34\u6e96 0.05 \u3092\u4e0b\u56de\u3089\u306a\u3044\u305f\u3081\u3001\u5e30\u7121\u4eee\u8aac\u3092\u68c4\u5374\u3067\u304d\u307e\u305b\u3093\u3002\u771f\u306e\u5e73\u5747mpg\u304c2\u3064\u306e\u30b0\u30eb\u30fc\u30d7\u9593\u3067\u7570\u306a\u308b\u3068\u8a00\u3048\u308b\u5341\u5206\u306a\u8a3c\u62e0\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>\u30b9\u30c6\u30c3\u30d7 5: \u7d50\u679c\u3092\u5831\u544a\u3057\u307e\u3059\u3002<\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\">\u6700\u5f8c\u306b\u3001Mann-Whitney U \u691c\u5b9a\u306e\u7d50\u679c\u3092\u5831\u544a\u3057\u307e\u3059\u3002\u3053\u308c\u3092\u884c\u3046\u65b9\u6cd5\u306e\u4f8b\u3092\u6b21\u306b\u793a\u3057\u307e\u3059\u3002<\/span><\/p>\n<blockquote data-slot-rendered-dynamic=\"true\">\n<p><span style=\"color: #000000;\">\u30de\u30f3\u30fb\u30db\u30a4\u30c3\u30c8\u30cb\u30fc U \u30c6\u30b9\u30c8\u306f\u3001\u65b0\u3057\u3044\u71c3\u6599\u51e6\u7406\u306b\u3088\u3063\u3066\u30ac\u30ed\u30f3\u3042\u305f\u308a\u306e\u5e73\u5747\u30de\u30a4\u30eb\u6570\u306b\u9055\u3044\u304c\u751f\u3058\u308b\u304b\u3069\u3046\u304b\u3092\u5224\u65ad\u3059\u308b\u305f\u3081\u306b\u300124 \u53f0\u306e\u8eca\u306b\u5bfe\u3057\u3066\u5b9f\u884c\u3055\u308c\u307e\u3057\u305f\u3002\u5404\u30b0\u30eb\u30fc\u30d7\u306b\u306f12\u53f0\u306e\u8eca\u304c\u3042\u308a\u307e\u3057\u305f\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u7d50\u679c\u306f\u3001\u5e73\u5747 mpg \u304c 2 \u3064\u306e\u30b0\u30eb\u30fc\u30d7\u9593\u3067\u7d71\u8a08\u7684\u306b\u5dee\u304c\u306a\u304f (z = -1.279\u3001p = 0.2010)\u3001\u6709\u610f\u6c34\u6e96 0.05 \u3067\u3042\u308b\u3053\u3068\u3092\u793a\u3057\u307e\u3057\u305f\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u3053\u308c\u3089\u306e\u7d50\u679c\u306b\u57fa\u3065\u304f\u3068\u3001\u65b0\u3057\u3044\u71c3\u6599\u51e6\u7406\u306f\u81ea\u52d5\u8eca\u306e\u30ac\u30ed\u30f3\u3042\u305f\u308a\u306e\u8d70\u884c\u8ddd\u96e2\u306b\u5927\u304d\u306a\u5f71\u97ff\u3092\u4e0e\u3048\u307e\u305b\u3093\u3002<\/span><\/p>\n<\/blockquote>\n","protected":false},"excerpt":{"rendered":"<p>\u30de\u30f3-\u30db\u30a4\u30c3\u30c8\u30cb\u30fc U \u691c\u5b9a(\u30a6\u30a3\u30eb\u30b3\u30af\u30bd\u30f3\u9806\u4f4d\u548c\u691c\u5b9a\u3068\u3082\u547c\u3070\u308c\u307e\u3059) \u306f\u3001\u6a19\u672c\u5206\u5e03\u304c\u6b63\u898f\u5206\u5e03\u3057\u3066\u304a\u3089\u305a\u3001\u6a19\u672c\u30b5\u30a4\u30ba\u304c\u5c0f\u3055\u3044 (n &lt; 30) \u5834\u5408\u306b\u30012 \u3064\u306e\u6a19\u672c\u9593\u306e\u5dee\u7570\u3092\u6bd4\u8f03\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002\u3053\u308c\u306f\u30012  [&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-609","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>Stata \u3067\u30de\u30f3-\u30db\u30a4\u30c3\u30c8\u30cb\u30fc U \u691c\u5b9a\u3092\u5b9f\u884c\u3059\u308b\u65b9\u6cd5 - Statorials<\/title>\n<meta name=\"description\" content=\"Stata \u3067\u30de\u30f3-\u30db\u30a4\u30c3\u30c8\u30cb\u30fc U \u691c\u5b9a\u3092\u5b9f\u884c\u3059\u308b\u65b9\u6cd5\u306b\u3064\u3044\u3066\u3001\u30b9\u30c6\u30c3\u30d7\u30d0\u30a4\u30b9\u30c6\u30c3\u30d7\u306e\u4f8b\u3092\u542b\u3081\u3066\u7c21\u5358\u306b\u8aac\u660e\u3057\u307e\u3059\u3002\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, 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