{"id":2496,"date":"2023-07-22T00:51:41","date_gmt":"2023-07-22T00:51:41","guid":{"rendered":"https:\/\/statorials.org\/cn\/python-%e5%9d%87%e5%8c%80%e5%88%86%e5%b8%83\/"},"modified":"2023-07-22T00:51:41","modified_gmt":"2023-07-22T00:51:41","slug":"python-%e5%9d%87%e5%8c%80%e5%88%86%e5%b8%83","status":"publish","type":"post","link":"https:\/\/statorials.org\/cn\/python-%e5%9d%87%e5%8c%80%e5%88%86%e5%b8%83\/","title":{"rendered":"\u5982\u4f55\u5728 python \u4e2d\u4f7f\u7528\u5747\u5300\u5206\u5e03"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><a href=\"https:\/\/statorials.org\/cn\/\u5747\u5300\u5206\u5e03\/\" target=\"_blank\" rel=\"noopener\">\u5747\u5300\u5206\u5e03<\/a>\u662f\u4e00\u79cd\u6982\u7387\u5206\u5e03\uff0c\u5176\u4e2d\u4ece<em>a<\/em>\u5230<em>b<\/em>\u7684\u533a\u95f4\u5185\u7684\u6bcf\u4e2a\u503c\u90fd\u6709\u76f8\u540c\u7684\u88ab\u9009\u62e9\u6982\u7387\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u5728\u4ece<em>a<\/em>\u5230<em>b<\/em>\u7684\u533a\u95f4\u5185\u83b7\u5f97 x <sub>1<\/sub>\u548c x <sub>2<\/sub>\u4e4b\u95f4\u7684\u503c\u7684\u6982\u7387\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u516c\u5f0f\u6c42\u51fa\uff1a<\/span><\/p>\n<p> <span style=\"color: #000000;\">P(\u83b7\u53d6 x <sub>1<\/sub>\u548c x <sub>2<\/sub>\u4e4b\u95f4\u7684\u503c) = (x <sub>2<\/sub> \u2013 x <sub>1<\/sub> ) \/ (b \u2013 a)<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-1565 size-full\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/uniforme_pic.jpg\" sizes=\"auto, \" srcset=\"\" alt=\"\u5747\u5300\u5206\u5e03\u793a\u4f8b\" width=\"336\" height=\"203\"><\/p>\n<p><span style=\"color: #000000;\">\u8981\u8ba1\u7b97 Python \u4e2d\u4e0e\u5747\u5300\u5206\u5e03\u76f8\u5173\u7684\u6982\u7387\uff0c\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528<a href=\"https:\/\/docs.scipy.org\/doc\/scipy\/reference\/generated\/scipy.stats.uniform.html\" target=\"_blank\" rel=\"noopener\">scipy.stats.uniform()<\/a>\u51fd\u6570\uff0c\u8be5\u51fd\u6570\u4f7f\u7528\u4ee5\u4e0b\u57fa\u672c\u8bed\u6cd5\uff1a<\/span><\/p>\n<p> <strong><span style=\"color: #000000;\">scipy.stats.uniform(x, loc, \u6bd4\u4f8b)<\/span><\/strong><\/p>\n<p><span style=\"color: #000000;\">\u91d1\u5b50\uff1a<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>x<\/strong> \uff1a\u5747\u5300\u5206\u5e03\u7684\u503c<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>loc<\/strong> \uff1a\u6700\u5c0f\u53ef\u80fd\u503c<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>loc + scale<\/strong> : \u6700\u5927\u53ef\u80fd\u503c<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\">\u4ee5\u4e0b\u793a\u4f8b\u5c55\u793a\u4e86\u5982\u4f55\u5728\u5b9e\u8df5\u4e2d\u4f7f\u7528\u6b64\u529f\u80fd\u3002<\/span><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u5b9e\u65bd\u4f8b1<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u5047\u8bbe\u6bcf 20 \u5206\u949f\u5c31\u6709\u4e00\u8f86\u516c\u5171\u6c7d\u8f66\u5230\u8fbe\u4e00\u4e2a\u516c\u5171\u6c7d\u8f66\u7ad9\u3002\u5982\u679c\u60a8\u5230\u8fbe\u516c\u4ea4\u8f66\u7ad9\uff0c\u516c\u4ea4\u8f66\u5728 8 \u5206\u949f\u6216\u66f4\u77ed\u65f6\u95f4\u5185\u5230\u8fbe\u7684\u6982\u7387\u662f\u591a\u5c11\uff1f<\/span><\/p>\n<p><span style=\"color: #000000;\">\u6211\u4eec\u53ef\u4ee5\u5728Python\u4e2d\u4f7f\u7528\u4ee5\u4e0b\u4ee3\u7801\u6765\u8ba1\u7b97\u8fd9\u4e2a\u6982\u7387\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> uniform\n\n<span style=\"color: #008080;\">#calculate uniform probability\n<\/span>uniform. <span style=\"color: #3366ff;\">cdf<\/span> (x=8, loc=0, scale=20) - uniform. <span style=\"color: #3366ff;\">cdf<\/span> (x=0, loc=0, scale=20)\n\n0.4<\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u516c\u5171\u6c7d\u8f66\u5728 8 \u5206\u949f\u6216\u66f4\u77ed\u65f6\u95f4\u5185\u5230\u8fbe\u7684\u6982\u7387\u4e3a<strong>0.4<\/strong> \u3002<\/span><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u5b9e\u65bd\u4f8b2<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u67d0\u79cd\u9752\u86d9\u7684\u4f53\u91cd\u5747\u5300\u5206\u5e03\u572815\u81f325\u514b\u4e4b\u95f4\u3002\u5982\u679c\u4f60\u968f\u673a\u9009\u62e9\u4e00\u53ea\u9752\u86d9\uff0c\u5b83\u7684\u91cd\u91cf\u5728 17 \u5230 19 \u514b\u4e4b\u95f4\u7684\u6982\u7387\u662f\u591a\u5c11\uff1f<\/span><\/p>\n<p><span style=\"color: #000000;\">\u6211\u4eec\u53ef\u4ee5\u5728Python\u4e2d\u4f7f\u7528\u4ee5\u4e0b\u4ee3\u7801\u6765\u8ba1\u7b97\u8fd9\u4e2a\u6982\u7387\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> uniform\n\n<span style=\"color: #008080;\">#calculate uniform probability\n<\/span>uniform. <span style=\"color: #3366ff;\">cdf<\/span> (x=19, loc=15, scale=10) - uniform. <span style=\"color: #3366ff;\">cdf<\/span> (x=17, loc=15, scale=10)\n\n0.2<\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u9752\u86d9\u7684\u91cd\u91cf\u5728 17 \u5230 19 \u514b\u4e4b\u95f4\u7684\u6982\u7387\u662f<strong>0.2<\/strong> \u3002<\/span><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u5b9e\u65bd\u4f8b3<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">NBA\u4e00\u573a\u6bd4\u8d5b\u7684\u6301\u7eed\u65f6\u95f4\u5747\u5300\u5206\u5e03\u5728120\u5230170\u5206\u949f\u4e4b\u95f4\u3002\u968f\u673a\u9009\u62e9\u4e00\u573a NBA \u6bd4\u8d5b\u6301\u7eed\u8d85\u8fc7 150 \u5206\u949f\u7684\u6982\u7387\u662f\u591a\u5c11\uff1f<\/span><\/p>\n<p><span style=\"color: #000000;\">\u6211\u4eec\u53ef\u4ee5\u5728Python\u4e2d\u4f7f\u7528\u4ee5\u4e0b\u4ee3\u7801\u6765\u8ba1\u7b97\u8fd9\u4e2a\u6982\u7387\uff1a<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\"><span style=\"color: #000000;\">from scipy. <span style=\"color: #3366ff;\">stats<\/span> <span style=\"color: #008000;\">import<\/span> uniform<\/span>\n\n#calculate uniform probability \n<span style=\"color: #000000;\">uniform. <span style=\"color: #3366ff;\">cdf<\/span> (x=170, loc=120, scale=50) - uniform. <span style=\"color: #3366ff;\">cdf<\/span> (x=150, loc=120, scale=50)\n\n0.4<\/span><\/span><\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u968f\u673a\u9009\u62e9\u7684\u4e00\u573a NBA \u6bd4\u8d5b\u6301\u7eed\u8d85\u8fc7 150 \u5206\u949f\u7684\u6982\u7387\u4e3a<strong>0.4<\/strong> \u3002<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>\u5956\u52b1\uff1a<\/strong>\u60a8\u53ef\u4ee5\u4f7f\u7528\u5747\u5300\u5206\u5e03\u8ba1\u7b97\u5668\u68c0\u67e5\u6bcf\u4e2a\u793a\u4f8b\u7684\u89e3\u51b3\u65b9\u6848\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\u89e3\u91ca\u4e86\u5982\u4f55\u5728 Python \u4e2d\u4f7f\u7528\u5176\u4ed6\u5e38\u89c1\u53d1\u884c\u7248\uff1a<\/span><\/p>\n<p><a href=\"https:\/\/statorials.org\/cn\/\u4e8c\u9879\u5f0f\u5206\u5e03-python\/\" target=\"_blank\" rel=\"noopener\">\u5982\u4f55\u5728 Python \u4e2d\u4f7f\u7528\u4e8c\u9879\u5f0f\u5206\u5e03<\/a><br \/><a href=\"https:\/\/statorials.org\/cn\/\u9c7c\u7c7b\u5206\u5e03-\u87d2\u86c7\/\" target=\"_blank\" rel=\"noopener\">\u5982\u4f55\u5728Python\u4e2d\u4f7f\u7528\u6cca\u677e\u5206\u5e03<\/a><br \/><a href=\"https:\/\/statorials.org\/cn\/t-python-\u5206\u5e03\/\" target=\"_blank\" rel=\"noopener\">\u5982\u4f55\u5728Python\u4e2d\u4f7f\u7528t\u5206\u5e03<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5747\u5300\u5206\u5e03\u662f\u4e00\u79cd\u6982\u7387\u5206\u5e03\uff0c\u5176\u4e2d\u4ecea\u5230b\u7684\u533a\u95f4\u5185\u7684\u6bcf\u4e2a\u503c\u90fd\u6709\u76f8\u540c\u7684\u88ab\u9009\u62e9\u6982\u7387\u3002 \u5728\u4ecea\u5230b\u7684\u533a\u95f4\u5185\u83b7\u5f97 x 1\u548c  [&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-2496","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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