{"id":2489,"date":"2023-07-22T01:31:41","date_gmt":"2023-07-22T01:31:41","guid":{"rendered":"https:\/\/statorials.org\/cn\/python-%e4%b8%ad%e7%9a%84%e5%a4%9a%e9%a1%b9%e5%bc%8f%e5%88%86%e5%b8%83\/"},"modified":"2023-07-22T01:31:41","modified_gmt":"2023-07-22T01:31:41","slug":"python-%e4%b8%ad%e7%9a%84%e5%a4%9a%e9%a1%b9%e5%bc%8f%e5%88%86%e5%b8%83","status":"publish","type":"post","link":"https:\/\/statorials.org\/cn\/python-%e4%b8%ad%e7%9a%84%e5%a4%9a%e9%a1%b9%e5%bc%8f%e5%88%86%e5%b8%83\/","title":{"rendered":"\u5982\u4f55\u5728 python \u4e2d\u4f7f\u7528\u591a\u9879\u5206\u5e03"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><a href=\"https:\/\/statorials.org\/cn\/\u591a\u9879\u5206\u5e03-1\/\" target=\"_blank\" rel=\"noopener\">\u591a\u9879\u5206\u5e03<\/a>\u63cf\u8ff0\u4e86\u5f53\u6bcf\u4e2a\u7ed3\u679c\u5177\u6709\u56fa\u5b9a\u7684\u53d1\u751f\u6982\u7387\u65f6\uff0c\u83b7\u5f97<em>k \u4e2a<\/em>\u4e0d\u540c\u7ed3\u679c\u7684\u7279\u5b9a\u8ba1\u6570\u7684\u6982\u7387\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\"><sub>\u5982\u679c<\/sub><sub>\u4e00\u4e2a<\/sub><em>\u968f\u673a<\/em><a href=\"https:\/\/statorials.org\/cn\/\u968f\u673a\u53d8\u91cf-1\/\" target=\"_blank\" rel=\"noopener\">\u53d8\u91cf<\/a>\u53ef\u4ee5\u901a\u8fc7\u4e0b\u9762\u7684\u516c\u5f0f\u6c42\u5f97\uff1a<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>\u6982\u7387=<\/strong> <strong>n\uff01 * (p <sub>1<\/sub> <sup>x <sub>1<\/sub><\/sup> * p <sub>2<\/sub> <sup>x <sub>2<\/sub><\/sup> * \u2026 * p <sub>k<\/sub> <sup>x <sub>k<\/sub><\/sup> ) \/ (x <sub>1<\/sub> !* x <sub>2<\/sub> ! \u2026 * x <sub>k<\/sub> !)<\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\">\u91d1\u5b50\uff1a<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>n\uff1a<\/strong>\u4e8b\u4ef6\u603b\u6570<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>x <sub>1<\/sub> :<\/strong>\u7ed3\u679c 1 \u51fa\u73b0\u7684\u6b21\u6570<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>p <sub>1<\/sub> \uff1a<\/strong>\u5728\u7ed9\u5b9a\u8bd5\u9a8c\u4e2d\u7ed3\u679c 1 \u53d1\u751f\u7684\u6982\u7387<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\">\u4ee5\u4e0b\u793a\u4f8b\u6f14\u793a\u5982\u4f55\u4f7f\u7528 Python \u4e2d\u7684<a href=\"https:\/\/docs.scipy.org\/doc\/scipy\/reference\/generated\/scipy.stats.multinomial.html\" target=\"_blank\" rel=\"noopener\">scipy.stats.multinomial()<\/a>\u51fd\u6570\u6765\u56de\u7b54\u6709\u5173\u591a\u9879\u5206\u5e03\u7684\u4e0d\u540c\u6982\u7387\u95ee\u9898\u3002<\/span><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u5b9e\u65bd\u4f8b1<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u5728\u5e02\u957f\u4e09\u9009\u5236\u4e2d\uff0c\u5019\u9009\u4eba A \u83b7\u5f97 10% \u7684\u9009\u7968\uff0c\u5019\u9009\u4eba B \u83b7\u5f97 40% \u7684\u9009\u7968\uff0c\u5019\u9009\u4eba C \u83b7\u5f97 50% \u7684\u9009\u7968\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u5982\u679c\u6211\u4eec\u968f\u673a\u62bd\u53d6 10 \u540d\u9009\u6c11\uff0c\u90a3\u4e48 2 \u4eba\u6295\u7968\u7ed9\u5019\u9009\u4eba A\u30014 \u4eba\u6295\u7968\u7ed9\u5019\u9009\u4eba B\u30014 \u4eba\u6295\u7968\u7ed9\u5019\u9009\u4eba C \u7684\u6982\u7387\u662f\u591a\u5c11\uff1f<\/span><\/p>\n<p><span style=\"color: #000000;\">\u6211\u4eec\u53ef\u4ee5\u7528Python\u4e2d\u7684\u4ee5\u4e0b\u4ee3\u7801\u6765\u56de\u7b54\u8fd9\u4e2a\u95ee\u9898\uff1a<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">from<\/span> scipy. <span style=\"color: #3366ff;\">stats<\/span> <span style=\"color: #008000;\">import<\/span> multinomial\n\n<span style=\"color: #008080;\">#calculate multinomial probability\n<\/span>multinomial. <span style=\"color: #3366ff;\">pmf<\/span> (x=[2, 4, 4], n=10, p=[.1, .4, .5])\n\n0.05040000000000001<\/strong><\/pre>\n<p data-slot-rendered-dynamic=\"true\"><span style=\"color: #000000;\">\u6070\u597d\u6709 2 \u4eba\u6295\u7968\u7ed9 A\u30014 \u4eba\u6295\u7968\u7ed9 B\u30014 \u4eba\u6295\u7968\u7ed9 C \u7684\u6982\u7387\u662f<strong>0.0504<\/strong> \u3002<\/span><\/p>\n<h3 data-slot-rendered-dynamic=\"true\"><span style=\"color: #000000;\"><strong>\u5b9e\u65bd\u4f8b2<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u5047\u8bbe\u4e00\u4e2a\u74ee\u4e2d\u6709 6 \u4e2a\u9ec4\u8272\u5f39\u73e0\u30012 \u4e2a\u7ea2\u8272\u5f39\u73e0\u548c 2 \u4e2a\u7c89\u8272\u5f39\u73e0\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u5982\u679c\u6211\u4eec\u4ece\u74ee\u4e2d\u968f\u673a\u9009\u62e9 4 \u4e2a\u7403\uff0c\u8fdb\u884c\u653e\u56de\uff0c\u90a3\u4e48\u8fd9 4 \u4e2a\u7403\u90fd\u662f\u9ec4\u8272\u7684\u6982\u7387\u662f\u591a\u5c11\uff1f<\/span><\/p>\n<p><span style=\"color: #000000;\">\u6211\u4eec\u53ef\u4ee5\u7528Python\u4e2d\u7684\u4ee5\u4e0b\u4ee3\u7801\u6765\u56de\u7b54\u8fd9\u4e2a\u95ee\u9898\uff1a<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">from<\/span> scipy. <span style=\"color: #3366ff;\">stats<\/span> <span style=\"color: #008000;\">import<\/span> multinomial\n\n<span style=\"color: #008080;\">#calculate multinomial probability\n<\/span>multinomial. <span style=\"color: #3366ff;\">pmf<\/span> (x=[4, 0, 0], n=4, p=[.6, .2, .2])\n\n0.1295999999999999<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">4 \u4e2a\u7403\u5168\u90e8\u4e3a\u9ec4\u8272\u7684\u6982\u7387\u7ea6\u4e3a<strong>0.1296<\/strong> \u3002<\/span><\/p>\n<h3 data-slot-rendered-dynamic=\"true\"><span style=\"color: #000000;\"><strong>\u5b9e\u65bd\u4f8b3<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u5047\u8bbe\u4e24\u4e2a\u5b66\u751f\u6b63\u5728\u4e92\u76f8\u4e0b\u68cb\u3002\u5b66\u751f A \u5728\u7ed9\u5b9a\u6e38\u620f\u4e2d\u83b7\u80dc\u7684\u6982\u7387\u4e3a 0.5\uff0c\u5b66\u751f B \u5728\u7ed9\u5b9a\u6e38\u620f\u4e2d\u83b7\u80dc\u7684\u6982\u7387\u4e3a 0.3\uff0c\u5728\u7ed9\u5b9a\u6e38\u620f\u4e2d\u5e73\u5c40\u7684\u6982\u7387\u4e3a 0.2\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u5982\u679c\u4ed6\u4eec\u73a9 10 \u573a\u6bd4\u8d5b\uff0c\u73a9\u5bb6 A \u8d62 4 \u6b21\u3001\u73a9\u5bb6 B \u8d62 5 \u6b21\u3001\u5e73\u5c40 1 \u6b21\u7684\u6982\u7387\u662f\u591a\u5c11\uff1f<\/span><\/p>\n<p><span style=\"color: #000000;\">\u6211\u4eec\u53ef\u4ee5\u7528Python\u4e2d\u7684\u4ee5\u4e0b\u4ee3\u7801\u6765\u56de\u7b54\u8fd9\u4e2a\u95ee\u9898\uff1a<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">from<\/span> scipy. <span style=\"color: #3366ff;\">stats<\/span> <span style=\"color: #008000;\">import<\/span> multinomial\n\n<span style=\"color: #008080;\">#calculate multinomial probability\n<\/span>multinomial. <span style=\"color: #3366ff;\">pmf<\/span> (x=[4, 5, 1], n=10, p=[.5, .3, .2])\n\n0.03827249999999997\n<\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u73a9\u5bb6 A \u83b7\u80dc 4 \u6b21\u3001\u73a9\u5bb6 B \u83b7\u80dc 5 \u6b21\u3001\u5e73\u5c40 1 \u6b21\u7684\u6982\u7387\u7ea6\u4e3a<strong>0.038<\/strong> \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\u591a\u9879\u5206\u5e03\u7684\u66f4\u591a\u4fe1\u606f\uff1a<\/span><\/p>\n<p><a href=\"https:\/\/statorials.org\/cn\/\u591a\u9879\u5206\u5e03-1\/\" target=\"_blank\" rel=\"noopener\">\u591a\u9879\u5f0f\u5206\u5e03\u7b80\u4ecb<\/a><br \/><a href=\"https:\/\/statorials.org\/cn\/\u591a\u9879\u5f0f\u5206\u5e03\u8ba1\u7b97\u5668\/\" target=\"_blank\" rel=\"noopener\">\u591a\u9879\u5206\u5e03\u8ba1\u7b97\u5668<\/a><br \/><a href=\"https:\/\/statorials.org\/cn\/\u591a\u9879\u5f0f\u68c0\u9a8c\/\" target=\"_blank\" rel=\"noopener\">\u4ec0\u4e48\u662f\u591a\u9879\u5f0f\u68c0\u9a8c\uff1f \uff08\u5b9a\u4e49\u548c\u4f8b\u5b50\uff09<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u591a\u9879\u5206\u5e03\u63cf\u8ff0\u4e86\u5f53\u6bcf\u4e2a\u7ed3\u679c\u5177\u6709\u56fa\u5b9a\u7684\u53d1\u751f\u6982\u7387\u65f6\uff0c\u83b7\u5f97k \u4e2a\u4e0d\u540c\u7ed3\u679c\u7684\u7279\u5b9a\u8ba1\u6570\u7684\u6982\u7387\u3002 \u5982\u679c\u4e00\u4e2a\u968f\u673a\u53d8\u91cf\u53ef\u4ee5\u901a\u8fc7\u4e0b [&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-2489","post","type-post","status-publish","format-standard","hentry","category-11"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - 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