{"id":854,"date":"2023-07-28T13:09:22","date_gmt":"2023-07-28T13:09:22","guid":{"rendered":"https:\/\/statorials.org\/cn\/python-%e5%8d%95%e5%90%91%e6%96%b9%e5%b7%ae%e5%88%86%e6%9e%90\/"},"modified":"2023-07-28T13:09:22","modified_gmt":"2023-07-28T13:09:22","slug":"python-%e5%8d%95%e5%90%91%e6%96%b9%e5%b7%ae%e5%88%86%e6%9e%90","status":"publish","type":"post","link":"https:\/\/statorials.org\/cn\/python-%e5%8d%95%e5%90%91%e6%96%b9%e5%b7%ae%e5%88%86%e6%9e%90\/","title":{"rendered":"\u5982\u4f55\u5728 python \u4e2d\u6267\u884c\u5355\u5411\u65b9\u5dee\u5206\u6790"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><a href=\"https:\/\/statorials.org\/cn\/\u5355\u5411\u65b9\u5dee\u5206\u6790\/\" target=\"_blank\" rel=\"noopener\">\u5355\u5411\u65b9\u5dee\u5206\u6790<\/a>\uff08\u201c\u65b9\u5dee\u5206\u6790\u201d\uff09\u7528\u4e8e\u786e\u5b9a\u4e09\u4e2a\u6216\u66f4\u591a\u72ec\u7acb\u7ec4\u7684\u5e73\u5747\u503c\u4e4b\u95f4\u662f\u5426\u5b58\u5728\u7edf\u8ba1\u663e\u7740\u5dee\u5f02\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u672c\u6559\u7a0b\u4ecb\u7ecd\u5982\u4f55\u5728 Python \u4e2d\u6267\u884c\u5355\u5411\u65b9\u5dee\u5206\u6790\u3002<\/span><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u793a\u4f8b\uff1aPython \u4e2d\u7684\u5355\u5411\u65b9\u5dee\u5206\u6790<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u4e00\u4f4d\u7814\u7a76\u4eba\u5458\u62db\u52df\u4e86 30 \u540d\u5b66\u751f\u53c2\u52a0\u4e00\u9879\u7814\u7a76\u3002\u5b66\u751f\u88ab<a href=\"https:\/\/statorials.org\/cn\/\u968f\u673a\u9009\u62e9\u4e0e\u968f\u673a\u5206\u914d\/\" target=\"_blank\" rel=\"noopener\">\u968f\u673a\u5206\u914d<\/a>\u5728\u63a5\u4e0b\u6765\u7684\u4e09\u5468\u5185\u4f7f\u7528\u4e09\u79cd\u5b66\u4e60\u6280\u5de7\u4e4b\u4e00\u6765\u51c6\u5907\u8003\u8bd5\u3002\u4e09\u5468\u7ed3\u675f\u65f6\uff0c\u6240\u6709\u5b66\u751f\u90fd\u53c2\u52a0\u76f8\u540c\u7684\u8003\u8bd5\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u4f7f\u7528\u4ee5\u4e0b\u6b65\u9aa4\u6267\u884c\u5355\u5411\u65b9\u5dee\u5206\u6790\u4ee5\u786e\u5b9a\u4e09\u7ec4\u7684\u5e73\u5747\u5206\u6570\u662f\u5426\u76f8\u540c\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>\u7b2c 1 \u6b65\uff1a\u8f93\u5165\u6570\u636e\u3002<\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\">\u9996\u5148\uff0c\u6211\u4eec\u5c06\u6bcf\u7ec4\u7684\u8003\u8bd5\u7ed3\u679c\u8f93\u5165\u5230\u4e09\u4e2a\u5355\u72ec\u7684\u8868\u4e2d\uff1a<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#enter exam scores for each group<\/span>\ngroup1 = [85, 86, 88, 75, 78, 94, 98, 79, 71, 80]\ngroup2 = [91, 92, 93, 85, 87, 84, 82, 88, 95, 96]\ngroup3 = [79, 78, 88, 94, 92, 85, 83, 85, 82, 81]\n<\/strong><\/pre>\n<p><span style=\"color: #000000;\"><strong>\u7b2c 2 \u6b65\uff1a\u6267\u884c\u5355\u5411\u65b9\u5dee\u5206\u6790\u3002<\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\">\u63a5\u4e0b\u6765\uff0c\u6211\u4eec\u5c06\u4f7f\u7528 SciPy \u5e93\u4e2d\u7684<a href=\"https:\/\/docs.scipy.org\/doc\/scipy\/reference\/generated\/scipy.stats.f_oneway.html\" target=\"_blank\" rel=\"noopener\">f_oneway() \u51fd\u6570<\/a>\u6765\u6267\u884c\u5355\u5411\u65b9\u5dee\u5206\u6790\uff1a<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #107d3f;\">from<\/span> scipy.stats <span style=\"color: #107d3f;\">import<\/span> f_oneway\n\n<span style=\"color: #008080;\">#perform one-way ANOVA<\/span>\nf_oneway(group1, group2, group3)\n\n(statistic=2.3575, pvalue=0.1138)\n<\/strong><\/pre>\n<p><span style=\"color: #000000;\"><strong>\u7b2c 3 \u6b65\uff1a\u89e3\u91ca\u7ed3\u679c\u3002<\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\">\u5355\u5411\u65b9\u5dee\u5206\u6790\u4f7f\u7528\u4ee5\u4e0b\u539f\u5047\u8bbe\u548c\u5907\u62e9<a href=\"https:\/\/statorials.org\/cn\/\u5047\u8bbe\u68c0\u9a8c1\/\" target=\"_blank\" rel=\"noopener\">\u5047\u8bbe<\/a>\uff1a<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>H <sub>0<\/sub> \uff08\u96f6\u5047\u8bbe\uff09\uff1a<\/strong> \u03bc <sub>1<\/sub> = \u03bc <sub>2<\/sub> = \u03bc <sub>3<\/sub> = \u2026 = \u03bc <sub>k<\/sub> \uff08\u6240\u6709\u603b\u4f53\u5e73\u5747\u503c\u76f8\u7b49\uff09<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>H <sub>1<\/sub> \uff08\u96f6\u5047\u8bbe\uff09\uff1a<\/strong>\u81f3\u5c11\u6709\u4e00\u4e2a\u603b\u4f53\u5e73\u5747\u503c\u4e0d\u540c<sub>&nbsp;<\/sub>\u4f11\u606f<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\"><a href=\"https:\/\/statorials.org\/cn\/\u65b9\u5dee\u5206\u6790-f-\u503c-p-\u503c\/\" target=\"_blank\" rel=\"noopener\">F \u68c0\u9a8c\u7edf\u8ba1\u91cf<\/a>\u4e3a<strong>2.3575<\/strong> \uff0c\u76f8\u5e94\u7684 p \u503c\u4e3a<strong>0.1138<\/strong> \u3002\u7531\u4e8e p \u503c\u4e0d\u5c0f\u4e8e 0.05\uff0c\u56e0\u6b64\u6211\u4eec\u65e0\u6cd5\u62d2\u7edd\u539f\u5047\u8bbe\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u8fd9\u610f\u5473\u7740\u6211\u4eec\u6ca1\u6709\u8db3\u591f\u7684\u8bc1\u636e\u8868\u660e\u4e09\u79cd\u5b66\u4e60\u6280\u5de7\u4e4b\u95f4\u7684\u8003\u8bd5\u6210\u7ee9\u5b58\u5728\u5dee\u5f02\u3002<\/span><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u5176\u4ed6\u8d44\u6e90<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u4ee5\u4e0b\u6559\u7a0b\u63d0\u4f9b\u6709\u5173\u5355\u5411\u65b9\u5dee\u5206\u6790\u7684\u66f4\u591a\u4fe1\u606f\uff1a<\/span><\/p>\n<p><a href=\"https:\/\/statorials.org\/cn\/\u5355\u5411\u65b9\u5dee\u5206\u6790\/\" target=\"_blank\" rel=\"noopener\">\u5355\u56e0\u7d20\u65b9\u5dee\u5206\u6790\u7b80\u4ecb<\/a><br \/><a href=\"https:\/\/statorials.org\/cn\/\u5355\u5411\u8fbe\u8bfa\u74e6\u8ba1\u7b97\u5668\/\" target=\"_blank\" rel=\"noopener\">\u5355\u5411\u65b9\u5dee\u5206\u6790\u8ba1\u7b97\u5668<\/a><br \/> <a href=\"https:\/\/statorials.org\/cn\/\u5982\u4f55\u62a5\u544a\u65b9\u5dee\u5206\u6790\u7ed3\u679c\/\" target=\"_blank\" rel=\"noopener\">\u5b8c\u6574\u6307\u5357\uff1a\u5982\u4f55\u62a5\u544a\u65b9\u5dee\u5206\u6790\u7ed3\u679c<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5355\u5411\u65b9\u5dee\u5206\u6790\uff08\u201c\u65b9\u5dee\u5206\u6790\u201d\uff09\u7528\u4e8e\u786e\u5b9a\u4e09\u4e2a\u6216\u66f4\u591a\u72ec\u7acb\u7ec4\u7684\u5e73\u5747\u503c\u4e4b\u95f4\u662f\u5426\u5b58\u5728\u7edf\u8ba1\u663e\u7740\u5dee\u5f02\u3002 \u672c\u6559\u7a0b\u4ecb\u7ecd\u5982\u4f55\u5728 Py [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[11],"tags":[],"class_list":["post-854","post","type-post","status-publish","format-standard","hentry","category-11"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u5982\u4f55\u5728 Python \u4e2d\u6267\u884c\u5355\u5411\u65b9\u5dee\u5206\u6790 \u2013 Statorials<\/title>\n<meta name=\"description\" content=\"\u5173\u4e8e\u5982\u4f55\u5728 Python \u4e2d\u6267\u884c\u548c\u89e3\u91ca\u5355\u5411\u65b9\u5dee\u5206\u6790\u7684\u7b80\u5355\u8bf4\u660e\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\/cn\/python-\u5355\u5411\u65b9\u5dee\u5206\u6790\/\" \/>\n<meta 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