{"id":849,"date":"2023-07-28T13:18:31","date_gmt":"2023-07-28T13:18:31","guid":{"rendered":"https:\/\/statorials.org\/ja\/%e3%82%a6%e3%82%a3%e3%83%ab%e3%82%b3%e3%82%af%e3%82%bd%e3%83%b3%e3%81%ae%e3%82%b5%e3%82%a4%e3%83%b3%e3%83%a9%e3%83%b3%e3%82%af%e3%83%86%e3%82%b9%e3%83%88python\/"},"modified":"2023-07-28T13:18:31","modified_gmt":"2023-07-28T13:18:31","slug":"%e3%82%a6%e3%82%a3%e3%83%ab%e3%82%b3%e3%82%af%e3%82%bd%e3%83%b3%e3%81%ae%e3%82%b5%e3%82%a4%e3%83%b3%e3%83%a9%e3%83%b3%e3%82%af%e3%83%86%e3%82%b9%e3%83%88python","status":"publish","type":"post","link":"https:\/\/statorials.org\/ja\/%e3%82%a6%e3%82%a3%e3%83%ab%e3%82%b3%e3%82%af%e3%82%bd%e3%83%b3%e3%81%ae%e3%82%b5%e3%82%a4%e3%83%b3%e3%83%a9%e3%83%b3%e3%82%af%e3%83%86%e3%82%b9%e3%83%88python\/","title":{"rendered":"Python \u3067 wilcoxon \u7f72\u540d\u4ed8\u304d\u9806\u4f4d\u30c6\u30b9\u30c8\u3092\u5b9f\u884c\u3059\u308b\u65b9\u6cd5"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><a href=\"https:\/\/statorials.org\/ja\/\u30a6\u30a3\u30eb\u30b3\u30af\u30bd\u30f3\u30b5\u30a4\u30f3\u30e9\u30f3\u30af\u30c6\u30b9\u30c8\/\" target=\"_blank\" rel=\"noopener\">\u30a6\u30a3\u30eb\u30b3\u30af\u30bd\u30f3\u306e\u7b26\u53f7\u4ed8\u304d\u30e9\u30f3\u30af\u691c\u5b9a\u306f\u3001<\/a> <a href=\"https:\/\/statorials.org\/ja\/\u30d8\u309a\u30a2\u306e\u3042\u308b\u30b5\u30f3\u30d5\u309a\u30ebt\u30c6\u30b9\u30c8python\/\" target=\"_blank\" rel=\"noopener\">\u5bfe\u5fdc\u306e\u3042\u308b\u30b5\u30f3\u30d7\u30eb\u306e t \u691c\u5b9a<\/a>\u306e\u30ce\u30f3\u30d1\u30e9\u30e1\u30c8\u30ea\u30c3\u30af \u30d0\u30fc\u30b8\u30e7\u30f3\u3067\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u3053\u308c\u306f\u30012 \u3064\u306e\u30b5\u30f3\u30d7\u30eb\u9593\u306e\u5dee\u306e\u5206\u5e03\u304c\u6b63\u898f\u3068\u307f\u306a\u3055\u308c\u306a\u3044\u5834\u5408\u306b\u30012 \u3064\u306e\u6bcd\u96c6\u56e3\u306e\u5e73\u5747\u9593\u306b\u6709\u610f\u306a\u5dee\u304c\u3042\u308b\u304b\u3069\u3046\u304b\u3092\u691c\u5b9a\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u3053\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3067\u306f\u3001Python \u3067 Wilcoxon \u7b26\u53f7\u4ed8\u304d\u9806\u4f4d\u30c6\u30b9\u30c8\u3092\u5b9f\u884c\u3059\u308b\u65b9\u6cd5\u3092\u8aac\u660e\u3057\u307e\u3059\u3002<\/span><\/p>\n<h3><strong>\u4f8b: Python \u3067\u306e Wilcoxon \u7f72\u540d\u4ed8\u304d\u30e9\u30f3\u30af \u30c6\u30b9\u30c8<\/strong><\/h3>\n<p><span style=\"color: #000000;\">\u7814\u7a76\u8005\u306f\u3001\u65b0\u3057\u3044\u71c3\u6599\u51e6\u7406\u306b\u3088\u3063\u3066\u7279\u5b9a\u306e\u8eca\u306e\u5e73\u5747 mpg \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\u5834\u5408\u3068\u884c\u308f\u306a\u3044\u5834\u5408\u306e 12 \u53f0\u306e\u8eca\u306e\u71c3\u8cbb\u3092\u6e2c\u5b9a\u3057\u307e\u3057\u305f\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u6b21\u306e\u624b\u9806\u3092\u4f7f\u7528\u3057\u3066\u3001Python \u3067 Wilcoxon \u7b26\u53f7\u4ed8\u304d\u30e9\u30f3\u30af \u30c6\u30b9\u30c8\u3092\u5b9f\u884c\u3057\u30012 \u3064\u306e\u30b0\u30eb\u30fc\u30d7\u9593\u306b\u5e73\u5747 mpg \u306b\u9055\u3044\u304c\u3042\u308b\u304b\u3069\u3046\u304b\u3092\u5224\u65ad\u3057\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>\u30b9\u30c6\u30c3\u30d7 1: \u30c7\u30fc\u30bf\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002<\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\">\u307e\u305a\u3001\u5404\u8eca\u30b0\u30eb\u30fc\u30d7\u306e\u71c3\u8cbb\u5024\u3092\u4fdd\u6301\u3059\u308b 2 \u3064\u306e\u30c6\u30fc\u30d6\u30eb\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>group1 = [20, 23, 21, 25, 18, 17, 18, 24, 20, 24, 23, 19]\ngroup2 = [24, 25, 21, 22, 23, 18, 17, 28, 24, 27, 21, 23]<\/strong><\/pre>\n<p><span style=\"color: #000000;\"><strong>\u30b9\u30c6\u30c3\u30d7 2: Wilcoxon \u306e\u7b26\u53f7\u4ed8\u304d\u9806\u4f4d\u30c6\u30b9\u30c8\u3092\u5b9f\u884c\u3057\u307e\u3059\u3002<\/strong><\/span><\/p>\n<p>\u6b21\u306b\u3001 <span style=\"color: #000000;\">scipy.stats \u30e9\u30a4\u30d6\u30e9\u30ea\u306e<\/span><a href=\"https:\/\/docs.scipy.org\/doc\/scipy\/reference\/generated\/scipy.stats.wilcoxon.html\" target=\"_blank\" rel=\"noopener\">wilcoxon() \u95a2\u6570<\/a><span style=\"color: #000000;\">\u3092\u4f7f\u7528\u3057\u3066\u3001<\/span>\u6b21\u306e\u69cb\u6587\u3092\u4f7f\u7528\u3059\u308b Wilcoxon \u7b26\u53f7\u4ed8\u304d\u30e9\u30f3\u30af \u30c6\u30b9\u30c8\u3092\u5b9f\u884c\u3057\u307e\u3059\u3002<\/p>\n<p><span style=\"color: #000000;\"><strong>\u30a6\u30a3\u30eb\u30b3\u30af\u30bd\u30f3(x, y, \u4ee3\u66ff = &#8216;2 \u3064\u306e\u9854&#8217;)<\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\">\u91d1\uff1a<\/span><\/p>\n<ul data-slot-rendered-dynamic=\"true\">\n<li> <span style=\"color: #000000;\"><strong>x:<\/strong>\u30b0\u30eb\u30fc\u30d7 1 \u304b\u3089\u306e\u30b5\u30f3\u30d7\u30eb\u89b3\u5bdf\u306e\u8868<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>y:<\/strong>\u30b0\u30eb\u30fc\u30d7 2 \u304b\u3089\u306e\u30b5\u30f3\u30d7\u30eb\u89b3\u5bdf\u306e\u8868<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>\u4ee3\u66ff:<\/strong>\u5bfe\u7acb\u4eee\u8aac\u3092\u5b9a\u7fa9\u3057\u307e\u3059\u3002\u30c7\u30d5\u30a9\u30eb\u30c8\u306f\u300c\u4e21\u9762\u300d\u3067\u3059\u304c\u3001\u4ed6\u306e\u30aa\u30d7\u30b7\u30e7\u30f3\u306b\u306f\u300c\u7e2e\u5c0f\u300d\u3068\u300c\u62e1\u5927\u300d\u304c\u542b\u307e\u308c\u307e\u3059\u3002<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\">\u7279\u5b9a\u306e\u4f8b\u3067\u3053\u306e\u95a2\u6570\u3092\u4f7f\u7528\u3059\u308b\u65b9\u6cd5\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #107d3f;\">import<\/span> scipy.stats <span style=\"color: #107d3f;\">as<\/span> stats\n\n<span style=\"color: #008080;\">#perform the Wilcoxon-Signed Rank Test<\/span>\nstats.wilcoxon(group1, group2)\n\n(statistic=10.5, pvalue=0.044)\n<\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u691c\u5b9a\u7d71\u8a08\u91cf\u306f<strong>10.5<\/strong>\u3067\u3001\u5bfe\u5fdc\u3059\u308b\u4e21\u5074 p \u5024\u306f<strong>0.044<\/strong>\u3067\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>\u30b9\u30c6\u30c3\u30d7 3: \u7d50\u679c\u3092\u89e3\u91c8\u3057\u307e\u3059\u3002<\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\">\u3053\u306e\u4f8b\u3067\u306f\u3001Wilcoxon \u306e\u7b26\u53f7\u4ed8\u304d\u30e9\u30f3\u30af\u691c\u5b9a\u3067\u6b21\u306e\u5e30\u7121\u4eee\u8aac\u3068\u5bfe\u7acb\u4eee\u8aac\u304c\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>H <sub>0<\/sub> :<\/strong> MPG \u306f 2 \u3064\u306e\u30b0\u30eb\u30fc\u30d7\u9593\u3067\u7b49\u3057\u3044<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>H <sub>A<\/sub> :<\/strong> MPG \u306f 2 \u3064\u306e\u30b0\u30eb\u30fc\u30d7\u9593\u3067\u7b49\u3057\u304f<em>\u3042\u308a\u307e\u305b\u3093<\/em><\/span><\/p>\n<p><span style=\"color: #000000;\">p \u5024 ( <strong>0.044<\/strong> ) \u306f 0.05 \u672a\u6e80\u3067\u3042\u308b\u305f\u3081\u3001\u5e30\u7121\u4eee\u8aac\u3092\u68c4\u5374\u3057\u307e\u3059\u3002\u771f\u306e\u5e73\u5747 mpg \u304c 2 \u3064\u306e\u30b0\u30eb\u30fc\u30d7\u9593\u3067\u7b49\u3057\u304f\u306a\u3044\u3053\u3068\u3092\u793a\u3059\u5341\u5206\u306a\u8a3c\u62e0\u304c\u3042\u308a\u307e\u3059\u3002<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u30a6\u30a3\u30eb\u30b3\u30af\u30bd\u30f3\u306e\u7b26\u53f7\u4ed8\u304d\u30e9\u30f3\u30af\u691c\u5b9a\u306f\u3001 \u5bfe\u5fdc\u306e\u3042\u308b\u30b5\u30f3\u30d7\u30eb\u306e t \u691c\u5b9a\u306e\u30ce\u30f3\u30d1\u30e9\u30e1\u30c8\u30ea\u30c3\u30af \u30d0\u30fc\u30b8\u30e7\u30f3\u3067\u3059\u3002 \u3053\u308c\u306f\u30012 \u3064\u306e\u30b5\u30f3\u30d7\u30eb\u9593\u306e\u5dee\u306e\u5206\u5e03\u304c\u6b63\u898f\u3068\u307f\u306a\u3055\u308c\u306a\u3044\u5834\u5408\u306b\u30012 \u3064\u306e\u6bcd\u96c6\u56e3\u306e\u5e73\u5747\u9593\u306b\u6709\u610f\u306a\u5dee\u304c\u3042\u308b\u304b\u3069\u3046\u304b [&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-849","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>Python \u3067 Wilcoxon \u7f72\u540d\u4ed8\u304d\u9806\u4f4d\u30c6\u30b9\u30c8\u3092\u5b9f\u884c\u3059\u308b\u65b9\u6cd5 - \u7d71\u8a08<\/title>\n<meta name=\"description\" content=\"Python \u3067 Wilcoxon \u7b26\u53f7\u4ed8\u304d\u9806\u4f4d\u691c\u5b9a\u3092\u5b9f\u884c\u3059\u308b\u65b9\u6cd5\u3092\u7c21\u5358\u306b\u8aac\u660e\u3057\u307e\u3059\u3002\" \/>\n<meta name=\"robots\" content=\"index, follow, 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