{"id":871,"date":"2023-07-28T11:33:30","date_gmt":"2023-07-28T11:33:30","guid":{"rendered":"https:\/\/statorials.org\/ja\/python%e3%81%ae%e4%ba%8c%e9%a0%85%e3%83%86%e3%82%b9%e3%83%88\/"},"modified":"2023-07-28T11:33:30","modified_gmt":"2023-07-28T11:33:30","slug":"python%e3%81%ae%e4%ba%8c%e9%a0%85%e3%83%86%e3%82%b9%e3%83%88","status":"publish","type":"post","link":"https:\/\/statorials.org\/ja\/python%e3%81%ae%e4%ba%8c%e9%a0%85%e3%83%86%e3%82%b9%e3%83%88\/","title":{"rendered":"Python \u3067\u4e8c\u9805\u30c6\u30b9\u30c8\u3092\u5b9f\u884c\u3059\u308b\u65b9\u6cd5"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><strong>\u4e8c\u9805\u691c\u5b9a\u3067\u306f\u3001<\/strong>\u30b5\u30f3\u30d7\u30eb\u306e\u5272\u5408\u3068\u4eee\u8aac\u306e\u5272\u5408\u3092\u6bd4\u8f03\u3057\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u305f\u3068\u3048\u3070\u30016 \u9762\u4f53\u306e\u30b5\u30a4\u30b3\u30ed\u304c\u3042\u308b\u3068\u3057\u307e\u3059\u3002 12 \u56de\u6295\u3052\u308b\u3068\u3001\u300c3\u300d\u3068\u3044\u3046\u6570\u5b57\u304c 1\/6 \u306e\u78ba\u7387\u3067\u51fa\u73fe\u3059\u308b\u3068\u4e88\u60f3\u3055\u308c\u300112 * (1\/6) = 2 \u56de\u3068\u306a\u308a\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u5b9f\u969b\u306b\u300c3\u300d\u3068\u3044\u3046\u6570\u5b57\u304c 4 \u56de\u51fa\u73fe\u3057\u305f\u5834\u5408\u3001\u3053\u308c\u306f\u30b5\u30a4\u30b3\u30ed\u306e\u76ee\u304c\u300c3\u300d\u3068\u3044\u3046\u6570\u5b57\u306b\u6709\u5229\u306b\u504f\u3063\u3066\u3044\u308b\u3068\u3044\u3046\u8a3c\u62e0\u3067\u3057\u3087\u3046\u304b?\u3053\u306e\u8cea\u554f\u306b\u7b54\u3048\u308b\u305f\u3081\u306b\u4e8c\u9805\u691c\u5b9a\u3092\u5b9f\u884c\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<p> <span style=\"color: #000000;\">Python \u3067\u306f\u3001scipy.stats \u30e9\u30a4\u30d6\u30e9\u30ea\u306e<a href=\"https:\/\/docs.scipy.org\/doc\/scipy\/reference\/generated\/scipy.stats.binom_test.html\" target=\"_blank\" rel=\"noopener\">binom_test() \u95a2\u6570<\/a>\u3092\u4f7f\u7528\u3057\u3066\u4e8c\u9805\u30c6\u30b9\u30c8\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>binom_test(x, n=\u306a\u3057\u3001p=0.5\u3001alternative=&#8217;2 \u3064\u306e\u9854&#8217;)<\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\">\u91d1\uff1a<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>x:<\/strong> \u300c\u6210\u529f\u300d\u306e\u6570<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>n:<\/strong>\u8a66\u884c\u306e\u7dcf\u6570<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>p:<\/strong>\u5404\u8a66\u884c\u306e\u6210\u529f\u78ba\u7387<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>\u4ee3\u66ff:<\/strong>\u5bfe\u7acb\u4eee\u8aac\u3002\u30c7\u30d5\u30a9\u30eb\u30c8\u306f\u300c\u4e21\u9762\u300d\u3067\u3059\u304c\u3001\u300c\u3088\u308a\u9ad8\u3044\u300d\u307e\u305f\u306f\u300c\u3088\u308a\u5c11\u306a\u3044\u300d\u3092\u6307\u5b9a\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\">\u3053\u306e\u95a2\u6570\u306f\u691c\u5b9a\u306e p \u5024\u3092\u8fd4\u3057\u307e\u3059\u3002\u6b21\u306e\u69cb\u6587\u3092\u4f7f\u7528\u3057\u3066\u3053\u306e\u95a2\u6570\u3092\u30ed\u30fc\u30c9\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\"><span style=\"color: #107d3f;\">from<\/span><\/span> <span style=\"color: #008080;\"><span style=\"color: #000000;\">scipy.stats<\/span> <span style=\"color: #107d3f;\">import<\/span> <span style=\"color: #000000;\">binom_test<\/span>\n<\/span><\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u6b21\u306e\u4f8b\u306f\u3001Python \u3067\u4e8c\u9805\u30c6\u30b9\u30c8\u3092\u5b9f\u884c\u3059\u308b\u65b9\u6cd5\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>\u4f8b 1: 6 \u9762\u4f53\u306e\u30b5\u30a4\u30b3\u30ed\u3092 24 \u56de\u6295\u3052\u3001\u3061\u3087\u3046\u3069 6 \u56de\u300c3\u300d\u306e\u6570\u5b57\u306b\u5f53\u305f\u308a\u307e\u3059\u3002\u4e8c\u9805\u30c6\u30b9\u30c8\u3092\u5b9f\u884c\u3057\u3066\u3001\u30b5\u30a4\u30b3\u30ed\u304c\u6570\u5b57\u300c3\u300d\u306b\u504f\u3063\u3066\u3044\u308b\u304b\u3069\u3046\u304b\u3092\u5224\u65ad\u3057\u307e\u3059\u3002<\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\">\u79c1\u305f\u3061\u306e\u691c\u5b9a\u306e\u5e30\u7121\u4eee\u8aac\u3068\u5bfe\u7acb\u4eee\u8aac\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>H <sub>0<\/sub> :<\/strong> \u03c0 \u2264 1\/6 (\u30b5\u30a4\u30b3\u30ed\u306f\u6570\u5b57\u300c3\u300d\u306b\u504f\u308a\u307e\u305b\u3093)<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>H <sub>A<\/sub> :<\/strong> \u03c0 &gt; 1\/6<\/span><\/p>\n<p> <span style=\"color: #000000;\"><em>\u203b\u03c0\u306f\u4eba\u53e3\u6bd4\u7387\u3092\u8868\u3059\u8a18\u53f7\u3067\u3059\u3002<\/em><\/span><\/p>\n<p> <span style=\"color: #000000;\">Python \u306b\u6b21\u306e\u6570\u5f0f\u3092\u5165\u529b\u3057\u307e\u3059\u3002<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>binom_test(x= <span style=\"color: #008000;\">6<\/span> , n= <span style=\"color: #008000;\">24<\/span> , p= <span style=\"color: #008000;\">1\/6<\/span> , alternative=' <span style=\"color: #008000;\">greater<\/span> ')\n\n0.1995295129479586\n<\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u3053\u306e p \u5024 (0.1995) \u306f 0.05 \u672a\u6e80\u3067\u306f\u306a\u3044\u305f\u3081\u3001\u5e30\u7121\u4eee\u8aac\u3092\u68c4\u5374\u3067\u304d\u307e\u305b\u3093\u3002\u30b5\u30a4\u30b3\u30ed\u304c\u6570\u5b57\u306e\u300c3\u300d\u306b\u504f\u3063\u3066\u3044\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>\u4f8b 2: \u30b3\u30a4\u30f3\u3092 30 \u56de\u6295\u3052\u308b\u3068\u3001\u3061\u3087\u3046\u3069 19 \u56de\u8868\u304c\u51fa\u307e\u3059\u3002\u4e8c\u9805\u30c6\u30b9\u30c8\u3092\u5b9f\u884c\u3057\u3066\u3001\u30b3\u30a4\u30f3\u304c\u8868\u306b\u504f\u3063\u3066\u3044\u308b\u304b\u3069\u3046\u304b\u3092\u5224\u65ad\u3057\u307e\u3059\u3002<\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\">\u79c1\u305f\u3061\u306e\u691c\u5b9a\u306e\u5e30\u7121\u4eee\u8aac\u3068\u5bfe\u7acb\u4eee\u8aac\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>H <sub>0<\/sub> :<\/strong> \u03c0 \u2264 1\/2 (\u30b3\u30a4\u30f3\u304c\u8868\u306b\u504f\u3089\u306a\u3044)<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>H <sub>A<\/sub> :<\/strong> \u03c0 &gt; 1\/2<\/span><\/p>\n<p> <span style=\"color: #000000;\">Python \u306b\u6b21\u306e\u6570\u5f0f\u3092\u5165\u529b\u3057\u307e\u3059\u3002<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>binom_test(x= <span style=\"color: #008000;\">19<\/span> , n= <span style=\"color: #008000;\">30<\/span> , p= <span style=\"color: #008000;\">1\/2<\/span> , alternative=' <span style=\"color: #008000;\">greater<\/span> ')\n\n0.10024421103298661\n<\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u3053\u306e p \u5024 (0.10024) \u306f 0.05 \u672a\u6e80\u3067\u306f\u306a\u3044\u305f\u3081\u3001\u5e30\u7121\u4eee\u8aac\u3092\u68c4\u5374\u3067\u304d\u307e\u305b\u3093\u3002\u30b3\u30a4\u30f3\u304c\u8868\u306b\u6709\u5229\u306b\u504f\u3063\u3066\u3044\u308b\u3068\u8a00\u3048\u308b\u5341\u5206\u306a\u8a3c\u62e0\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/span><\/p>\n<p><strong><span style=\"color: #000000;\">\u4f8b 3: \u30b9\u30c8\u30a2\u306f 80% \u306e\u52b9\u7387\u3067\u30a6\u30a3\u30b8\u30a7\u30c3\u30c8\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002\u5f7c\u3089\u306f\u52b9\u7387\u306e\u5411\u4e0a\u3092\u671f\u5f85\u3057\u3066\u65b0\u3057\u3044\u30b7\u30b9\u30c6\u30e0\u3092\u5c0e\u5165\u3057\u3066\u3044\u307e\u3059\u3002\u6700\u8fd1\u306e\u5236\u4f5c\u7269\u304b\u3089 50 \u500b\u306e\u30a6\u30a3\u30b8\u30a7\u30c3\u30c8\u3092\u30e9\u30f3\u30c0\u30e0\u306b\u9078\u629e\u3057\u3001\u305d\u306e\u3046\u3061 47 \u500b\u304c\u52b9\u679c\u7684\u3067\u3042\u308b\u3053\u3068\u304c\u308f\u304b\u308a\u307e\u3057\u305f\u3002\u4e8c\u9805\u30c6\u30b9\u30c8\u3092\u5b9f\u884c\u3057\u3066\u3001\u65b0\u3057\u3044\u30b7\u30b9\u30c6\u30e0\u304c\u52b9\u7387\u306e\u5411\u4e0a\u306b\u3064\u306a\u304c\u308b\u304b\u3069\u3046\u304b\u3092\u5224\u65ad\u3057\u307e\u3059\u3002<\/span><\/strong><\/p>\n<p><span style=\"color: #000000;\">\u79c1\u305f\u3061\u306e\u691c\u5b9a\u306e\u5e30\u7121\u4eee\u8aac\u3068\u5bfe\u7acb\u4eee\u8aac\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>H <sub>0<\/sub> :<\/strong> \u03c0 \u2264 0.80 (\u65b0\u3057\u3044\u30b7\u30b9\u30c6\u30e0\u306f\u52b9\u7387\u306e\u5411\u4e0a\u306b\u3064\u306a\u304c\u308a\u307e\u305b\u3093)<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>H <sub>A<\/sub> :<\/strong> \u03c0 &gt; 0.80<\/span><\/p>\n<p> <span style=\"color: #000000;\">Python \u306b\u6b21\u306e\u6570\u5f0f\u3092\u5165\u529b\u3057\u307e\u3059\u3002<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>binom_test(x= <span style=\"color: #008000;\">47<\/span> , n= <span style=\"color: #008000;\">50<\/span> , p= <span style=\"color: #008000;\">0.8<\/span> , alternative=' <span style=\"color: #008000;\">greater<\/span> ')\n\n0.005656361012155314\n<\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u3053\u306e p \u5024 (0.00565) \u306f 0.05 \u672a\u6e80\u3067\u3042\u308b\u305f\u3081\u3001\u5e30\u7121\u4eee\u8aac\u306f\u68c4\u5374\u3055\u308c\u307e\u3059\u3002\u65b0\u3057\u3044\u30b7\u30b9\u30c6\u30e0\u306b\u3088\u308a\u52b9\u7387\u304c\u5411\u4e0a\u3059\u308b\u3068\u8a00\u3048\u308b\u5341\u5206\u306a\u8a3c\u62e0\u304c\u3042\u308a\u307e\u3059\u3002<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u4e8c\u9805\u691c\u5b9a\u3067\u306f\u3001\u30b5\u30f3\u30d7\u30eb\u306e\u5272\u5408\u3068\u4eee\u8aac\u306e\u5272\u5408\u3092\u6bd4\u8f03\u3057\u307e\u3059\u3002 \u305f\u3068\u3048\u3070\u30016 \u9762\u4f53\u306e\u30b5\u30a4\u30b3\u30ed\u304c\u3042\u308b\u3068\u3057\u307e\u3059\u3002 12 \u56de\u6295\u3052\u308b\u3068\u3001\u300c3\u300d\u3068\u3044\u3046\u6570\u5b57\u304c 1\/6 \u306e\u78ba\u7387\u3067\u51fa\u73fe\u3059\u308b\u3068\u4e88\u60f3\u3055\u308c\u300112 * (1\/6) = 2 \u56de\u3068\u306a\u308a\u307e\u3059\u3002 [&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-871","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\u4e8c\u9805\u30c6\u30b9\u30c8\u3092\u5b9f\u884c\u3059\u308b\u65b9\u6cd5 - Statology<\/title>\n<meta name=\"description\" content=\"Python\u3067\u4e8c\u9805\u30c6\u30b9\u30c8\u3092\u5b9f\u884c\u3059\u308b\u65b9\u6cd5\u3092\u7c21\u5358\u306b\u8aac\u660e\u3057\u307e\u3059\u3002\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/statorials.org\/ja\/python\u306e\u4e8c\u9805\u30c6\u30b9\u30c8\/\" \/>\n<meta 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