{"id":874,"date":"2023-07-28T11:33:30","date_gmt":"2023-07-28T11:33:30","guid":{"rendered":"https:\/\/statorials.org\/cn\/python-%e4%ba%8c%e9%a1%b9%e5%bc%8f%e6%b5%8b%e8%af%95\/"},"modified":"2023-07-28T11:33:30","modified_gmt":"2023-07-28T11:33:30","slug":"python-%e4%ba%8c%e9%a1%b9%e5%bc%8f%e6%b5%8b%e8%af%95","status":"publish","type":"post","link":"https:\/\/statorials.org\/cn\/python-%e4%ba%8c%e9%a1%b9%e5%bc%8f%e6%b5%8b%e8%af%95\/","title":{"rendered":"\u5982\u4f55\u5728 python \u4e2d\u6267\u884c\u4e8c\u9879\u5f0f\u68c0\u9a8c"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><strong>\u4e8c\u9879\u5f0f\u68c0\u9a8c<\/strong>\u5c06\u6837\u672c\u6bd4\u4f8b\u4e0e\u5047\u8bbe\u6bd4\u4f8b\u8fdb\u884c\u6bd4\u8f83\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u4f8b\u5982\uff0c\u5047\u8bbe\u6211\u4eec\u6709\u4e00\u4e2a 6 \u9762\u9ab0\u5b50\u3002\u5982\u679c\u6211\u4eec\u629b\u51fa 12 \u6b21\uff0c\u6211\u4eec\u9884\u8ba1\u6570\u5b57\u201c3\u201d\u51fa\u73b0\u7684\u6b21\u6570\u4e3a 1\/6\uff0c\u5373 12 * (1\/6) = 2 \u6b21\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u5982\u679c\u6570\u5b57\u201c3\u201d\u5b9e\u9645\u4e0a\u51fa\u73b0\u4e86 4 \u6b21\uff0c\u8fd9\u662f\u5426\u8bc1\u660e\u9ab0\u5b50\u504f\u5411\u6570\u5b57\u201c3\u201d\uff1f\u6211\u4eec\u53ef\u4ee5\u8fdb\u884c\u4e8c\u9879\u5f0f\u68c0\u9a8c\u6765\u56de\u7b54\u8fd9\u4e2a\u95ee\u9898\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u5728 Python \u4e2d\uff0c\u60a8\u53ef\u4ee5\u4f7f\u7528 scipy.stats \u5e93\u4e2d\u7684<a href=\"https:\/\/docs.scipy.org\/doc\/scipy\/reference\/generated\/scipy.stats.binom_test.html\" target=\"_blank\" rel=\"noopener\">binom_test() \u51fd\u6570<\/a>\u6267\u884c\u4e8c\u9879\u5f0f\u6d4b\u8bd5\uff0c\u8be5\u51fd\u6570\u4f7f\u7528\u4ee5\u4e0b\u8bed\u6cd5\uff1a<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>binom_test(x, n=\u65e0, p=0.5, Alternative=&#8217;\u4e24\u5f20\u8138&#8217;)<\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\">\u91d1\u5b50\uff1a<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>x\uff1a<\/strong> \u201c\u6210\u529f\u201d\u7684\u6b21\u6570<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>n\uff1a<\/strong>\u8bd5\u9a8c\u603b\u6570<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>p\uff1a<\/strong>\u6bcf\u6b21\u8bd5\u9a8c\u6210\u529f\u7684\u6982\u7387<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>\u66ff\u4ee3\u65b9\u6848\uff1a<\/strong>\u66ff\u4ee3\u5047\u8bbe\u3002\u9ed8\u8ba4\u4e3a\u201c\u53cc\u9762\u201d\uff0c\u4f46\u60a8\u4e5f\u53ef\u4ee5\u6307\u5b9a\u201c\u66f4\u9ad8\u201d\u6216\u201c\u66f4\u5c11\u201d\u3002<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\">\u6b64\u51fd\u6570\u8fd4\u56de\u68c0\u9a8c\u7684 p \u503c\u3002\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u8bed\u6cd5\u52a0\u8f7d\u8be5\u51fd\u6570\uff1a<\/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;\">\u4ee5\u4e0b\u793a\u4f8b\u8bf4\u660e\u4e86\u5982\u4f55\u5728 Python \u4e2d\u6267\u884c\u4e8c\u9879\u5f0f\u68c0\u9a8c\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>\u793a\u4f8b 1\uff1a\u63b7\u51fa 6 \u9762\u9ab0\u5b50 24 \u6b21\uff0c\u6070\u597d\u843d\u5728\u6570\u5b57\u201c3\u201d\u4e0a 6 \u6b21\u3002\u6267\u884c\u4e8c\u9879\u5f0f\u6d4b\u8bd5\u4ee5\u786e\u5b9a\u9ab0\u5b50\u662f\u5426\u504f\u5411\u6570\u5b57\u201c3\u201d\u3002<\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\">\u6211\u4eec\u6d4b\u8bd5\u7684\u539f\u5047\u8bbe\u548c\u5907\u62e9\u5047\u8bbe\u5982\u4e0b\uff1a<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>H <sub>0<\/sub> :<\/strong> \u03c0 \u2264 1\/6 (\u9ab0\u5b50\u4e0d\u504f\u5411\u6570\u5b57\u201c3\u201d)<\/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>*\u03c0\u662f\u4eba\u53e3\u6bd4\u4f8b\u7684\u7b26\u53f7\u3002<\/em><\/span><\/p>\n<p><span style=\"color: #000000;\">\u6211\u4eec\u5c06\u5728Python\u4e2d\u8f93\u5165\u4ee5\u4e0b\u516c\u5f0f\uff1a<\/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;\">\u7531\u4e8e\u8be5 p \u503c (0.1995) \u4e0d\u5c0f\u4e8e 0.05\uff0c\u56e0\u6b64\u6211\u4eec\u65e0\u6cd5\u62d2\u7edd\u539f\u5047\u8bbe\u3002\u6211\u4eec\u6ca1\u6709\u8db3\u591f\u7684\u8bc1\u636e\u8868\u660e\u9ab0\u5b50\u504f\u5411\u6570\u5b57\u201c3\u201d\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>\u793a\u4f8b 2\uff1a\u6211\u4eec\u629b\u4e00\u679a\u786c\u5e01 30 \u6b21\uff0c\u6b63\u9762\u671d\u4e0a\u7684\u6b21\u6570\u6070\u597d\u6709 19 \u6b21\u3002\u6267\u884c\u4e8c\u9879\u5f0f\u6d4b\u8bd5\u4ee5\u786e\u5b9a\u786c\u5e01\u662f\u5426\u504f\u5411\u6b63\u9762\u3002<\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\">\u6211\u4eec\u6d4b\u8bd5\u7684\u539f\u5047\u8bbe\u548c\u5907\u62e9\u5047\u8bbe\u5982\u4e0b\uff1a<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>H <sub>0<\/sub> :<\/strong> \u03c0 \u2264 1\/2 (\u786c\u5e01\u4e0d\u504f\u5411\u6b63\u9762)<\/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;\">\u6211\u4eec\u5c06\u5728Python\u4e2d\u8f93\u5165\u4ee5\u4e0b\u516c\u5f0f\uff1a<\/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;\">\u7531\u4e8e\u8be5 p \u503c (0.10024) \u4e0d\u5c0f\u4e8e 0.05\uff0c\u56e0\u6b64\u6211\u4eec\u65e0\u6cd5\u62d2\u7edd\u539f\u5047\u8bbe\u3002\u6211\u4eec\u6ca1\u6709\u8db3\u591f\u7684\u8bc1\u636e\u8868\u660e\u786c\u5e01\u504f\u5411\u4e8e\u6b63\u9762\u3002<\/span><\/p>\n<p><strong><span style=\"color: #000000;\">\u793a\u4f8b 3\uff1a\u4e00\u5bb6\u5546\u5e97\u751f\u4ea7\u5c0f\u90e8\u4ef6\u7684\u6548\u7387\u4e3a 80%\u3002\u4ed6\u4eec\u6b63\u5728\u5b9e\u65bd\u4e00\u4e2a\u65b0\u7cfb\u7edf\uff0c\u5e0c\u671b\u80fd\u591f\u63d0\u9ad8\u6548\u7387\u3002\u4ed6\u4eec\u4ece\u6700\u8fd1\u751f\u4ea7\u7684\u4ea7\u54c1\u4e2d\u968f\u673a\u9009\u62e9 50 \u4e2a\u5c0f\u90e8\u4ef6\uff0c\u5e76\u6ce8\u610f\u5230\u5176\u4e2d 47 \u4e2a\u662f\u6709\u6548\u7684\u3002\u6267\u884c\u4e8c\u9879\u5f0f\u6d4b\u8bd5\u4ee5\u786e\u5b9a\u65b0\u7cfb\u7edf\u662f\u5426\u4f1a\u5e26\u6765\u66f4\u9ad8\u7684\u6548\u7387\u3002<\/span><\/strong><\/p>\n<p><span style=\"color: #000000;\">\u6211\u4eec\u6d4b\u8bd5\u7684\u539f\u5047\u8bbe\u548c\u5907\u62e9\u5047\u8bbe\u5982\u4e0b\uff1a<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>H <sub>0<\/sub> :<\/strong> \u03c0 \u2264 0.80\uff08\u65b0\u7cfb\u7edf\u4e0d\u4f1a\u5bfc\u81f4\u6548\u7387\u63d0\u9ad8\uff09<\/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;\">\u6211\u4eec\u5c06\u5728Python\u4e2d\u8f93\u5165\u4ee5\u4e0b\u516c\u5f0f\uff1a<\/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;\">\u8be5 p \u503c (0.00565) \u5c0f\u4e8e 0.05\uff0c\u6211\u4eec\u62d2\u7edd\u539f\u5047\u8bbe\u3002\u6211\u4eec\u6709\u8db3\u591f\u7684\u8bc1\u636e\u8868\u660e\u65b0\u7cfb\u7edf\u63d0\u9ad8\u4e86\u6548\u7387\u3002<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u4e8c\u9879\u5f0f\u68c0\u9a8c\u5c06\u6837\u672c\u6bd4\u4f8b\u4e0e\u5047\u8bbe\u6bd4\u4f8b\u8fdb\u884c\u6bd4\u8f83\u3002 \u4f8b\u5982\uff0c\u5047\u8bbe\u6211\u4eec\u6709\u4e00\u4e2a 6 \u9762\u9ab0\u5b50\u3002\u5982\u679c\u6211\u4eec\u629b\u51fa 12 \u6b21\uff0c\u6211\u4eec\u9884\u8ba1\u6570 [&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-874","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\u4e8c\u9879\u5f0f\u68c0\u9a8c - Statorials<\/title>\n<meta name=\"description\" content=\"\u5173\u4e8e\u5982\u4f55\u5728 Python \u4e2d\u6267\u884c\u4e8c\u9879\u5f0f\u68c0\u9a8c\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-\u4e8c\u9879\u5f0f\u6d4b\u8bd5\/\" \/>\n<meta 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