{"id":1539,"date":"2023-07-25T23:30:04","date_gmt":"2023-07-25T23:30:04","guid":{"rendered":"https:\/\/statorials.org\/cn\/python-%e7%b1%bb%e5%86%85%e7%9b%b8%e5%85%b3%e7%b3%bb%e6%95%b0\/"},"modified":"2023-07-25T23:30:04","modified_gmt":"2023-07-25T23:30:04","slug":"python-%e7%b1%bb%e5%86%85%e7%9b%b8%e5%85%b3%e7%b3%bb%e6%95%b0","status":"publish","type":"post","link":"https:\/\/statorials.org\/cn\/python-%e7%b1%bb%e5%86%85%e7%9b%b8%e5%85%b3%e7%b3%bb%e6%95%b0\/","title":{"rendered":"\u5982\u4f55\u7528python\u8ba1\u7b97\u7c7b\u5185\u76f8\u5173\u7cfb\u6570"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><a href=\"https:\/\/statorials.org\/cn\/\u7ec4\u5185\u76f8\u5173\u7cfb\u6570\/\" target=\"_blank\" rel=\"noopener\">\u7c7b\u5185\u76f8\u5173\u7cfb\u6570<\/a>(ICC) \u7528\u4e8e\u786e\u5b9a\u4e0d\u540c\u8bc4\u5206\u8005\u662f\u5426\u53ef\u4ee5\u5bf9\u9879\u76ee\u6216\u4e3b\u9898\u8fdb\u884c\u53ef\u9760\u8bc4\u5206\u3002<\/span><\/p>\n<p> <span style=\"color: #000000;\">ICC \u7684\u503c\u8303\u56f4\u4e3a 0 \u5230 1\uff0c\u5176\u4e2d 0 \u8868\u793a\u8bc4\u5206\u8005\u6ca1\u6709<a href=\"https:\/\/statorials.org\/cn\/\u53ef\u9760\u6027\u5206\u6790\/\" target=\"_blank\" rel=\"noopener\">\u53ef\u9760\u6027<\/a>\uff0c1 \u8868\u793a\u5b8c\u5168\u53ef\u9760\u6027\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u5728Python\u4e2d\u8ba1\u7b97ICC\u7684\u6700\u7b80\u5355\u65b9\u6cd5\u662f\u4f7f\u7528<a href=\"https:\/\/pingouin-stats.org\/index.html\" target=\"_blank\" rel=\"noopener\">penguin\u7edf\u8ba1\u5305<\/a>\u4e2d\u7684<a href=\"https:\/\/pingouin-stats.org\/generated\/pingouin.intraclass_corr.html\" target=\"_blank\" rel=\"noopener\">penguin.intraclass_corr()<\/a>\u51fd\u6570\uff0c\u8be5\u51fd\u6570\u4f7f\u7528\u4ee5\u4e0b\u8bed\u6cd5\uff1a<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>pengouin.intraclass_corr\uff08\u6570\u636e\uff0c\u76ee\u6807\uff0c\u8bc4\u4f30\u8005\uff0c\u6210\u7ee9\uff09<\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\">\u91d1\u5b50\uff1a<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>data\uff1a<\/strong>\u6570\u636e\u6846\u7684\u540d\u79f0<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>\u76ee\u6807\uff1a<\/strong>\u5305\u542b\u201c\u76ee\u6807\u201d\u7684\u5217\u7684\u540d\u79f0\uff08\u8981\u6ce8\u610f\u7684\u4e8b\u9879\uff09<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>\u5ba1\u9605\u8005\uff1a<\/strong>\u5305\u542b\u5ba1\u9605\u8005\u7684\u5217\u7684\u540d\u79f0<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>\u6ce8\u91ca\uff1a<\/strong>\u5305\u542b\u6ce8\u91ca\u7684\u5217\u7684\u540d\u79f0<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\">\u672c\u6559\u7a0b\u63d0\u4f9b\u4e86\u4f7f\u7528\u6b64\u529f\u80fd\u7684\u5b9e\u9645\u793a\u4f8b\u3002<\/span><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u7b2c1\u6b65\uff1a\u5b89\u88c5\u4f01\u9e45<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u9996\u5148\uff0c\u4f60\u9700\u8981\u5b89\u88c5\u4f01\u9e45\uff1a<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><span style=\"color: #000000;\"><b>pip <span style=\"color: #008000;\">install<\/span> penguin<\/b><\/span><\/span><\/pre>\n<h3><span style=\"color: #000000;\"><strong>\u7b2c 2 \u6b65\uff1a\u521b\u5efa\u6570\u636e<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u5047\u8bbe\u8981\u6c42\u56db\u4f4d\u4e0d\u540c\u7684\u6cd5\u5b98\u8bc4\u4f30\u516d\u6b21\u4e0d\u540c\u7684\u9ad8\u8003\u8d28\u91cf\u3002\u6211\u4eec\u53ef\u4ee5\u521b\u5efa\u4ee5\u4e0b\u6570\u636e\u6846\u6765\u4fdd\u5b58\u8bc4\u59d4\u7684\u5206\u6570\uff1a<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008000;\">import<\/span> pandas <span style=\"color: #008000;\">as<\/span> pd\n\n<span style=\"color: #008080;\">#createDataFrame\n<\/span>df = pd. <span style=\"color: #3366ff;\">DataFrame<\/span> ({' <span style=\"color: #ff0000;\">exam<\/span> ': [1, 2, 3, 4, 5, 6, 1, 2, 3, 4, 5, 6,\n                            1, 2, 3, 4, 5, 6, 1, 2, 3, 4, 5, 6],\n                   ' <span style=\"color: #ff0000;\">judge<\/span> ': ['A', 'A', 'A', 'A', 'A', 'A',\n                             'B', 'B', 'B', 'B', 'B', 'B',\n                             'C', 'C', 'C', 'C', 'C', 'C',\n                             'D', 'D', 'D', 'D', 'D', 'D'],\n                   ' <span style=\"color: #ff0000;\">rating<\/span> ': [1, 1, 3, 6, 6, 7, 2, 3, 8, 4, 5, 5,\n                              0, 4, 1, 5, 5, 6, 1, 2, 3, 3, 6, 4]})\n\n<span style=\"color: #008080;\">#view first five rows of DataFrame\n<span style=\"color: #000000;\">df. <span style=\"color: #3366ff;\">head<\/span> ()\n\n\texam judge rating\n0 1 A 1\n1 2 A 1\n2 3 A 3\n3 4 To 6\n4 5 A 6\n<\/span><\/span><\/strong><\/span><\/pre>\n<h3><span style=\"color: #000000;\"><strong>\u6b65\u9aa43\uff1a\u8ba1\u7b97\u7c7b\u5185\u76f8\u5173\u7cfb\u6570<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\"><span style=\"color: #000000;\">\u63a5\u4e0b\u6765\uff0c\u6211\u4eec\u5c06\u4f7f\u7528\u4ee5\u4e0b\u4ee3\u7801\u6765\u8ba1\u7b97\u7c7b\u5185\u76f8\u5173\u7cfb\u6570\uff1a<\/span><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">import<\/span> penguin <span style=\"color: #008000;\">as<\/span> pg\n\nicc = pg. <span style=\"color: #3366ff;\">intraclass_corr<\/span> (data=df, targets=' <span style=\"color: #ff0000;\">exam<\/span> ', raters=' <span style=\"color: #ff0000;\">judge<\/span> ', ratings=' <span style=\"color: #ff0000;\">rating<\/span> ')\n\nicc. <span style=\"color: #3366ff;\">set_index<\/span> (' <span style=\"color: #ff0000;\">Type<\/span> ')\n\n        Description ICC F df1 df2 pval CI95%\nKind\t\t\t\t\t\t\t\nICC1 Single raters absolute 0.505252 5.084916 5 18 0.004430 [0.11, 0.89]\nICC2 Single random raters 0.503054 4.909385 5 15 0.007352 [0.1, 0.89]\nICC3 Single fixed raters 0.494272 4.909385 5 15 0.007352 [0.09, 0.88]\nICC1k Average raters absolute 0.803340 5.084916 5 18 0.004430 [0.33, 0.97]\nICC2k Average random raters 0.801947 4.909385 5 15 0.007352 [0.31, 0.97]\nICC3k Average fixed raters 0.796309 4.909385 5 15 0.007352 [0.27, 0.97]\n<\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u8be5\u51fd\u6570\u8fd4\u56de\u4ee5\u4e0b\u7ed3\u679c\uff1a<\/span><\/p>\n<ul>\n<li><span style=\"color: #000000;\"><strong>\u8bf4\u660e\uff1a<\/strong>\u8ba1\u7b97\u7684ICC\u7c7b\u578b<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>ICC\uff1a<\/strong>\u7ec4\u5185\u76f8\u5173\u7cfb\u6570 (ICC)<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>F\uff1a<\/strong> ICC\u7684F\u503c<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>df1\u3001df2\uff1a<\/strong>\u4e0e\u503c F \u76f8\u5173\u7684\u81ea\u7531\u5ea6<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>pval\uff1a<\/strong>\u4e0eF\u503c\u76f8\u5173\u7684p\u503c<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>CI95%\uff1a<\/strong> ICC \u7684 95% \u7f6e\u4fe1\u533a\u95f4<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\">\u8bf7\u6ce8\u610f\uff0c\u6b64\u5904\u8ba1\u7b97\u4e86\u516d\u79cd\u4e0d\u540c\u7684 ICC\u3002\u4e8b\u5b9e\u4e0a\uff0c\u57fa\u4e8e\u4ee5\u4e0b\u5047\u8bbe\uff0c\u6709\u591a\u79cd\u65b9\u6cd5\u53ef\u4ee5\u8ba1\u7b97 ICC\uff1a<\/span><\/p>\n<ul>\n<li><span style=\"color: #000000;\"><strong>\u6a21\u578b\uff1a<\/strong>\u5355\u5411\u968f\u673a\u6548\u5e94\u3001\u53cc\u5411\u968f\u673a\u6548\u5e94\u6216\u53cc\u5411\u6df7\u5408\u6548\u5e94<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>\u5173\u7cfb\u7c7b\u578b\uff1a<\/strong>\u4e00\u81f4\u6027\u6216\u7edd\u5bf9\u4e00\u81f4<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>\u5355\u4f4d\uff1a<\/strong>\u5355\u4e2a\u8bc4\u4f30\u8005\u6216\u8bc4\u4f30\u8005\u7684\u5e73\u5747\u503c<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\">\u6709\u5173\u8fd9\u4e9b\u5047\u8bbe\u7684\u8be6\u7ec6\u89e3\u91ca\uff0c\u8bf7\u53c2\u9605<a href=\"https:\/\/statorials.org\/cn\/\u7ec4\u5185\u76f8\u5173\u7cfb\u6570\/\" target=\"_blank\" rel=\"noopener\">\u8fd9\u7bc7\u6587\u7ae0<\/a>\u3002<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u7c7b\u5185\u76f8\u5173\u7cfb\u6570(ICC) \u7528\u4e8e\u786e\u5b9a\u4e0d\u540c\u8bc4\u5206\u8005\u662f\u5426\u53ef\u4ee5\u5bf9\u9879\u76ee\u6216\u4e3b\u9898\u8fdb\u884c\u53ef\u9760\u8bc4\u5206\u3002 ICC \u7684\u503c\u8303\u56f4\u4e3a 0 \u5230 1\uff0c [&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-1539","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\u7528Python\u8ba1\u7b97\u7c7b\u5185\u76f8\u5173\u7cfb\u6570<\/title>\n<meta name=\"description\" content=\"\u672c\u6559\u7a0b\u901a\u8fc7\u5206\u6b65\u793a\u4f8b\u89e3\u91ca\u4e86\u5982\u4f55\u5728 Python \u4e2d\u8ba1\u7b97\u7c7b\u5185\u76f8\u5173\u7cfb\u6570\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-\u7c7b\u5185\u76f8\u5173\u7cfb\u6570\/\" \/>\n<meta property=\"og:locale\" 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