{"id":840,"date":"2023-07-28T14:01:36","date_gmt":"2023-07-28T14:01:36","guid":{"rendered":"https:\/\/statorials.org\/ja\/%e6%bc%81%e5%b8%ab%e3%81%ae-python-%e3%81%ae%e6%ad%a3%e7%a2%ba%e3%81%aa%e3%83%86%e3%82%b9%e3%83%88\/"},"modified":"2023-07-28T14:01:36","modified_gmt":"2023-07-28T14:01:36","slug":"%e6%bc%81%e5%b8%ab%e3%81%ae-python-%e3%81%ae%e6%ad%a3%e7%a2%ba%e3%81%aa%e3%83%86%e3%82%b9%e3%83%88","status":"publish","type":"post","link":"https:\/\/statorials.org\/ja\/%e6%bc%81%e5%b8%ab%e3%81%ae-python-%e3%81%ae%e6%ad%a3%e7%a2%ba%e3%81%aa%e3%83%86%e3%82%b9%e3%83%88\/","title":{"rendered":"Python \u3067\u30d5\u30a3\u30c3\u30b7\u30e3\u30fc\u306e\u6b63\u78ba\u30c6\u30b9\u30c8\u3092\u5b9f\u884c\u3059\u308b\u65b9\u6cd5"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><a href=\"https:\/\/statorials.org\/ja\/\u6f01\u5e2b\u306e\u6b63\u78ba\u306a\u691c\u67fb\/\" target=\"_blank\" rel=\"noopener\">\u30d5\u30a3\u30c3\u30b7\u30e3\u30fc\u306e\u76f4\u63a5\u78ba\u7387\u691c\u5b9a\u306f\u3001<\/a> <span style=\"color: #000000;\">2 \u3064\u306e\u30ab\u30c6\u30b4\u30ea\u5909\u6570\u9593\u306b\u6709\u610f\u306a\u95a2\u9023\u304c\u3042\u308b\u304b\u3069\u3046\u304b\u3092\u5224\u65ad\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002<\/span><\/p>\n<p>\u3053\u308c\u306f\u901a\u5e38<span style=\"color: #000000;\">\u30012 \u00d7 2 \u30c6\u30fc\u30d6\u30eb\u5185\u306e 1 \u3064\u4ee5\u4e0a\u306e\u30bb\u30eb\u6570\u304c 5 \u672a\u6e80\u3067\u3042\u308b\u5834\u5408\u306b\u3001<\/span><a href=\"https:\/\/statorials.org\/ja\/\u30ab\u30a4\u4e8c\u4e57\u72ec\u7acb\u6027\u691c\u5b9a\/\" target=\"_blank\" rel=\"noopener\">\u72ec\u7acb\u6027\u306e\u30ab\u30a4\u4e8c\u4e57\u691c\u5b9a\u306e<\/a><span style=\"color: #000000;\">\u4ee3\u66ff\u3068\u3057\u3066\u4f7f\u7528\u3055\u308c\u307e\u3059<\/span>\u3002<\/p>\n<p><span style=\"color: #000000;\">\u3053\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3067\u306f\u3001Python \u3067\u30d5\u30a3\u30c3\u30b7\u30e3\u30fc\u306e\u6b63\u78ba\u78ba\u7387\u30c6\u30b9\u30c8\u3092\u5b9f\u884c\u3059\u308b\u65b9\u6cd5\u306b\u3064\u3044\u3066\u8aac\u660e\u3057\u307e\u3059\u3002<\/span><\/p>\n<h3><strong>\u4f8b: Python \u3067\u306e\u30d5\u30a3\u30c3\u30b7\u30e3\u30fc\u306e\u6b63\u78ba\u691c\u5b9a<\/strong><\/h3>\n<p><span style=\"color: #000000;\">\u7279\u5b9a\u306e\u5927\u5b66\u3067\u306e\u653f\u515a\u3078\u306e\u9078\u597d\u306b\u6027\u5225\u304c\u95a2\u9023\u3057\u3066\u3044\u308b\u304b\u3069\u3046\u304b\u3092\u77e5\u308a\u305f\u3044\u3068\u3057\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u3053\u308c\u3092\u8abf\u67fb\u3059\u308b\u305f\u3081\u306b\u3001\u30ad\u30e3\u30f3\u30d1\u30b9\u5185\u306e 25 \u4eba\u306e\u5b66\u751f\u3092\u30e9\u30f3\u30c0\u30e0\u306b\u8abf\u67fb\u3057\u307e\u3057\u305f\u3002\u6027\u5225\u306b\u57fa\u3065\u3044\u305f\u6c11\u4e3b\u515a\u307e\u305f\u306f\u5171\u548c\u515a\u306e\u5b66\u751f\u6570\u3092\u4ee5\u4e0b\u306e\u8868\u306b\u793a\u3057\u307e\u3059\u3002<\/span><\/p>\n<table>\n<tbody>\n<tr>\n<th><\/th>\n<th><span style=\"color: #000000;\"><strong>\u6c11\u4e3b\u515a<\/strong><\/span><\/th>\n<th><span style=\"color: #000000;\"><strong>\u5171\u548c\u515a<\/strong><\/span><\/th>\n<\/tr>\n<tr>\n<td><span style=\"color: #000000;\"><strong>\u5973\u6027<\/strong><\/span><\/td>\n<td><span style=\"color: #000000;\">8<\/span><\/td>\n<td> <span style=\"color: #000000;\">4<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"color: #000000;\"><strong>\u7537<\/strong><\/span><\/td>\n<td><span style=\"color: #000000;\">4<\/span><\/td>\n<td> <span style=\"color: #000000;\">9<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><span style=\"color: #000000;\">\u6027\u5225\u3068\u653f\u515a\u306e\u597d\u307f\u306e\u9593\u306b\u7d71\u8a08\u7684\u306b\u6709\u610f\u306a\u95a2\u9023\u304c\u3042\u308b\u304b\u3069\u3046\u304b\u3092\u5224\u65ad\u3059\u308b\u306b\u306f\u3001\u6b21\u306e\u624b\u9806\u3092\u4f7f\u7528\u3057\u3066 Python \u3067\u30d5\u30a3\u30c3\u30b7\u30e3\u30fc\u306e\u6b63\u78ba\u78ba\u7387\u691c\u5b9a\u3092\u5b9f\u884c\u3057\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>\u30b9\u30c6\u30c3\u30d7 1:<\/strong><strong>\u30c7\u30fc\u30bf\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002<\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\">\u307e\u305a\u3001\u30c7\u30fc\u30bf\u3092\u4fdd\u6301\u3059\u308b\u30c6\u30fc\u30d6\u30eb\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>data = [[8, 4],\n         [4, 9]]<\/strong><\/pre>\n<p><span style=\"color: #000000;\"><strong>\u30b9\u30c6\u30c3\u30d7 2: \u30d5\u30a3\u30c3\u30b7\u30e3\u30fc\u306e\u6b63\u78ba\u78ba\u7387\u691c\u5b9a\u3092\u5b9f\u884c\u3057\u307e\u3059\u3002<\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\">\u6b21\u306b\u3001SciPy \u30e9\u30a4\u30d6\u30e9\u30ea\u306e<a href=\"https:\/\/docs.scipy.org\/doc\/scipy\/reference\/generated\/scipy.stats.fisher_exact.html\" target=\"_blank\" rel=\"noopener\">Fisher_exact \u95a2\u6570<\/a>\u3092\u4f7f\u7528\u3057\u3066\u30d5\u30a3\u30c3\u30b7\u30e3\u30fc\u306e\u6b63\u78ba\u691c\u5b9a\u3092\u5b9f\u884c\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u95a2\u6570\u306f\u6b21\u306e\u69cb\u6587\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>fisher_exact(\u30c6\u30fc\u30d6\u30eb\u3001alternative=&#8217;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>\u8868:<\/strong> 2\u00d72 \u5206\u5272\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\u5074\u300d\u3067\u3059\u304c\u3001\u7247\u5074\u30c6\u30b9\u30c8\u306e\u5834\u5408\u306f\u300c\u3088\u308a\u5c11\u306a\u3044\u300d\u307e\u305f\u306f\u300c\u3088\u308a\u5927\u304d\u3044\u300d\u3092\u9078\u629e\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\">\u6b21\u306e\u30b3\u30fc\u30c9\u306f\u3001\u7279\u5b9a\u306e\u4f8b\u3067\u3053\u306e\u95a2\u6570\u3092\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: #107d3f;\">import<\/span> scipy.stats <span style=\"color: #107d3f;\">as<\/span> stats\n\nprint(stats.fisher_exact(data))\n\n(4.5, 0.1152)\n<\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u691c\u5b9a\u306e p \u5024\u306f<strong>0.1152<\/strong>\u3067\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u30d5\u30a3\u30c3\u30b7\u30e3\u30fc\u306e\u6b63\u78ba\u691c\u5b9a\u3067\u306f\u3001\u6b21\u306e\u5e30\u7121\u4eee\u8aac\u3068\u5bfe\u7acb\u4eee\u8aac\u304c\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>H <sub>0<\/sub> : (\u5e30\u7121\u4eee\u8aac)<\/strong> 2 \u3064\u306e\u5909\u6570\u306f\u72ec\u7acb\u3057\u3066\u3044\u307e\u3059\u3002<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>H <sub>1<\/sub> : (\u5bfe\u7acb\u4eee\u8aac)<\/strong> 2 \u3064\u306e\u5909\u6570\u306f\u72ec\u7acb<em>\u3057\u3066\u3044\u307e\u305b\u3093<\/em>\u3002<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\">\u3053\u306e p \u5024\u306f 0.05 \u672a\u6e80\u3067\u306f\u306a\u3044\u305f\u3081\u3001\u5e30\u7121\u4eee\u8aac\u306f\u68c4\u5374\u3055\u308c\u307e\u305b\u3093\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u3057\u305f\u304c\u3063\u3066\u3001\u6027\u5225\u3068\u653f\u515a\u306e\u597d\u307f\u306e\u9593\u306b\u91cd\u5927\u306a\u95a2\u9023\u304c\u3042\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;\">\u8a00\u3044\u63db\u3048\u308c\u3070\u3001\u6027\u5225\u3068\u653f\u515a\u306e\u597d\u307f\u306f\u72ec\u7acb\u3057\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u30d5\u30a3\u30c3\u30b7\u30e3\u30fc\u306e\u76f4\u63a5\u78ba\u7387\u691c\u5b9a\u306f\u3001 2 \u3064\u306e\u30ab\u30c6\u30b4\u30ea\u5909\u6570\u9593\u306b\u6709\u610f\u306a\u95a2\u9023\u304c\u3042\u308b\u304b\u3069\u3046\u304b\u3092\u5224\u65ad\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002 \u3053\u308c\u306f\u901a\u5e38\u30012 \u00d7 2 \u30c6\u30fc\u30d6\u30eb\u5185\u306e 1 \u3064\u4ee5\u4e0a\u306e\u30bb\u30eb\u6570\u304c 5 \u672a\u6e80\u3067\u3042\u308b\u5834\u5408\u306b\u3001\u72ec\u7acb\u6027\u306e\u30ab\u30a4\u4e8c\u4e57\u691c\u5b9a\u306e\u4ee3\u66ff [&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-840","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\u30d5\u30a3\u30c3\u30b7\u30e3\u30fc\u306e\u6b63\u78ba\u30c6\u30b9\u30c8\u3092\u5b9f\u884c\u3059\u308b\u65b9\u6cd5 - \u7d71\u8a08<\/title>\n<meta name=\"description\" content=\"Python 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