{"id":839,"date":"2023-07-28T14:09:15","date_gmt":"2023-07-28T14:09:15","guid":{"rendered":"https:\/\/statorials.org\/ko\/%e1%84%86%e1%85%a2%e1%86%a8%e1%84%82%e1%85%a6%e1%84%86%e1%85%a1%e1%84%89%e1%85%b3-%e1%84%91%e1%85%a1%e1%84%8b%e1%85%b5%e1%84%8a%e1%85%a5%e1%86%ab-%e1%84%90%e1%85%a6%e1%84%89%e1%85%b3%e1%84%90%e1%85%b3\/"},"modified":"2023-07-28T14:09:15","modified_gmt":"2023-07-28T14:09:15","slug":"%e1%84%86%e1%85%a2%e1%86%a8%e1%84%82%e1%85%a6%e1%84%86%e1%85%a1%e1%84%89%e1%85%b3-%e1%84%91%e1%85%a1%e1%84%8b%e1%85%b5%e1%84%8a%e1%85%a5%e1%86%ab-%e1%84%90%e1%85%a6%e1%84%89%e1%85%b3%e1%84%90%e1%85%b3","status":"publish","type":"post","link":"https:\/\/statorials.org\/ko\/%e1%84%86%e1%85%a2%e1%86%a8%e1%84%82%e1%85%a6%e1%84%86%e1%85%a1%e1%84%89%e1%85%b3-%e1%84%91%e1%85%a1%e1%84%8b%e1%85%b5%e1%84%8a%e1%85%a5%e1%86%ab-%e1%84%90%e1%85%a6%e1%84%89%e1%85%b3%e1%84%90%e1%85%b3\/","title":{"rendered":"Python\uc5d0\uc11c mcnemar \ud14c\uc2a4\ud2b8\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><strong>McNemar \ud14c\uc2a4\ud2b8\ub294<\/strong> \uc30d\uc744 \uc774\ub8e8\ub294 \ub370\uc774\ud130 \uac04\uc758 \ube44\uc728\uc5d0 \ud1b5\uacc4\uc801\uc73c\ub85c \uc720\uc758\ubbf8\ud55c \ucc28\uc774\uac00 \uc788\ub294\uc9c0 \ud655\uc778\ud558\ub294 \ub370 \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc774 \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 Python\uc5d0\uc11c McNemar \ud14c\uc2a4\ud2b8\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95\uc744 \uc124\uba85\ud569\ub2c8\ub2e4.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\uc608: Python\uc758 McNemar \ud14c\uc2a4\ud2b8<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\uc5f0\uad6c\uc790\ub4e4\uc774 \ud2b9\uc815 \ub9c8\ucf00\ud305 \ube44\ub514\uc624\uac00 \ud2b9\uc815 \ubc95\ub960\uc5d0 \ub300\ud55c \uc0ac\ub78c\ub4e4\uc758 \uc758\uacac\uc744 \ubc14\uafc0 \uc218 \uc788\ub294\uc9c0 \uc54c\uace0 \uc2f6\uc5b4\ud55c\ub2e4\uace0 \uac00\uc815\ud574 \ubcf4\uaca0\uc2b5\ub2c8\ub2e4. \uadf8\ub4e4\uc740 \ubc95\uc744 \uc9c0\uc9c0\ud558\ub294\uc9c0 \uc5ec\ubd80\ub97c \uc54c\uc544\ubcf4\uae30 \uc704\ud574 100\uba85\uc744 \ub300\uc0c1\uc73c\ub85c \uc124\ubb38\uc870\uc0ac\ub97c \ud588\uc2b5\ub2c8\ub2e4. \uadf8\ub7f0 \ub2e4\uc74c \ub9c8\ucf00\ud305 \uc601\uc0c1\uc744 100\uba85 \ubaa8\ub450\uc5d0\uac8c \ubcf4\uc5ec\uc8fc\uace0 \uc601\uc0c1\uc774 \ub05d\ub09c \ud6c4 \ub2e4\uc2dc \uc124\ubb38\uc870\uc0ac\ub97c \uc2e4\uc2dc\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \ud45c\ub294 \uc601\uc0c1 \uc2dc\uccad \uc804\uacfc \uc2dc\uccad \ud6c4 \ubc95\uc744 \uc9c0\uc9c0\ud55c \ucd1d \uc778\uc6d0\uc218\ub97c \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/span><\/p>\n<table>\n<tbody>\n<tr>\n<th><\/th>\n<th colspan=\"2\"> <span style=\"color: #000000;\">\ub9c8\ucf00\ud305 \uc804 \uc601\uc0c1<\/span><\/th>\n<\/tr>\n<tr>\n<td> <span style=\"color: #000000;\">\ub9c8\ucf00\ud305 \ud6c4 \uc601\uc0c1<\/span><\/td>\n<td> <span style=\"color: #000000;\"><strong>\uc9c0\uc6d0\ud558\ub2e4<\/strong><\/span><\/td>\n<td> <span style=\"color: #000000;\"><strong>\ucc38\uc744 \uc218 \uc5c6\uc5b4<\/strong><\/span><\/td>\n<\/tr>\n<tr>\n<td> <span style=\"color: #000000;\"><strong>\uc9c0\uc6d0\ud558\ub2e4<\/strong><\/span><\/td>\n<td> <span style=\"color: #000000;\">30<\/span><\/td>\n<td> <span style=\"color: #000000;\">40<\/span><\/td>\n<\/tr>\n<tr>\n<td> <span style=\"color: #000000;\"><strong>\ucc38\uc744 \uc218 \uc5c6\uc5b4<\/strong><\/span><\/td>\n<td> <span style=\"color: #000000;\">12<\/span><\/td>\n<td> <span style=\"color: #000000;\">18<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p> <span style=\"color: #000000;\">\ub3d9\uc601\uc0c1 \uc2dc\uccad \uc804\ud6c4\uc5d0 \ubc95\uc744 \uc9c0\uc9c0\ud558\ub294 \uc0ac\ub78c\ub4e4\uc758 \ube44\uc728\uc5d0 \ud1b5\uacc4\uc801\uc73c\ub85c \uc720\uc758\ubbf8\ud55c \ucc28\uc774\uac00 \uc788\ub294\uc9c0 \ud655\uc778\ud558\uae30 \uc704\ud574 McNemar \ud14c\uc2a4\ud2b8\ub97c \uc218\ud589\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>1\ub2e8\uacc4: \ub370\uc774\ud130\ub97c \uc0dd\uc131\ud569\ub2c8\ub2e4.<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\">\uba3c\uc800 \ub370\uc774\ud130\ub97c \ubcf4\uad00\ud560 \ud14c\uc774\ube14\uc744 \ub9cc\ub4ed\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>data = [[30, 40],\n         [12, 18]]\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><strong>2\ub2e8\uacc4: McNemar \ud14c\uc2a4\ud2b8 \uc218\ud589<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c\uc73c\ub85c, \ub2e4\uc74c \uad6c\ubb38\uc744 \uc0ac\uc6a9\ud558\ub294 Python statsmodels \ub77c\uc774\ube0c\ub7ec\ub9ac\uc758 <a href=\"https:\/\/www.statsmodels.org\/dev\/generated\/statsmodels.stats.contingency_tables.mcnemar.html\" target=\"_blank\" rel=\"noopener\">mcnemar() \ud568\uc218\ub97c<\/a> \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>mcnemar(\ubc30\uc5f4, \uc815\ud655\ud55c=True, \uc218\uc815=True)<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\">\uae08:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>\ud14c\uc774\ube14:<\/strong> \uc815\uc0ac\uac01\ud615 \uc6b0\ubc1c\ud45c<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>\uc815\ud655:<\/strong> \uc815\ud655\uc774 \ucc38\uc774\uba74 \uc774\ud56d \ubd84\ud3ec\uac00 \uc0ac\uc6a9\ub429\ub2c8\ub2e4. \uc815\ud655\uc774 \uac70\uc9d3\uc774\uba74 \uce74\uc774\uc81c\uacf1 \ubd84\ud3ec\uac00 \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>\uc218\uc815:<\/strong> true\uc778 \uacbd\uc6b0 \uc5f0\uc18d\uc131 \uc218\uc815\uc774 \uc0ac\uc6a9\ub429\ub2c8\ub2e4. \uc77c\ubc18\uc801\uc73c\ub85c \uc774 \uc218\uc815\uc740 \uc77c\ubc18\uc801\uc73c\ub85c \ud14c\uc774\ube14 \uc140 \uc218\uac00 5\uac1c \ubbf8\ub9cc\uc77c \ub54c \uc801\uc6a9\ub429\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \ucf54\ub4dc\ub294 \ud2b9\uc815 \uc608\uc5d0\uc11c \uc774 \ud568\uc218\ub97c \uc0ac\uc6a9\ud558\ub294 \ubc29\ubc95\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">from<\/span> statsmodels.stats.contingency_tables <span style=\"color: #008000;\">import<\/span> mcnemar\n\n<span style=\"color: #008080;\">#McNemar's Test with no continuity correction<\/span>\nprint(mcnemar(data, exact=False))\n\npvalue 0.000181\nstatistic 14.019\n\n<span style=\"color: #008080;\">#McNemar's Test with continuity correction<\/span>\nprint(mcnemar(data, exact=False, correction=False))\n\npvalue 0.000103\nstatistic 15,077<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\uc5f0\uc18d\uc131 \uc218\uc815 \uc801\uc6a9 \uc5ec\ubd80\uc5d0 \uad00\uacc4\uc5c6\uc774 \ub450 \uacbd\uc6b0 \ubaa8\ub450 \ud14c\uc2a4\ud2b8\uc758 p-\uac12\uc740 0.05\ubcf4\ub2e4 \uc791\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc774\ub294 \ub450 \uacbd\uc6b0 \ubaa8\ub450 \uadc0\ubb34\uac00\uc124\uc744 \uae30\uac01\ud558\uace0 \ub9c8\ucf00\ud305 \ub3d9\uc601\uc0c1 \uc2dc\uccad \uc804\ud6c4\uc5d0 \ubc95\uc744 \uc9c0\uc9c0\ud558\ub294 \uc0ac\ub78c\ub4e4\uc758 \ube44\uc728\uc774 \ud1b5\uacc4\uc801\uc73c\ub85c \ub2e4\ub974\ub2e4\ub294 \uacb0\ub860\uc744 \ub0b4\ub9b4 \uc218 \uc788\uc74c\uc744 \uc758\ubbf8\ud569\ub2c8\ub2e4.<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>McNemar \ud14c\uc2a4\ud2b8\ub294 \uc30d\uc744 \uc774\ub8e8\ub294 \ub370\uc774\ud130 \uac04\uc758 \ube44\uc728\uc5d0 \ud1b5\uacc4\uc801\uc73c\ub85c \uc720\uc758\ubbf8\ud55c \ucc28\uc774\uac00 \uc788\ub294\uc9c0 \ud655\uc778\ud558\ub294 \ub370 \uc0ac\uc6a9\ub429\ub2c8\ub2e4. \uc774 \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 Python\uc5d0\uc11c McNemar \ud14c\uc2a4\ud2b8\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95\uc744 \uc124\uba85\ud569\ub2c8\ub2e4. \uc608: Python\uc758 McNemar \ud14c\uc2a4\ud2b8 \uc5f0\uad6c\uc790\ub4e4\uc774 \ud2b9\uc815 \ub9c8\ucf00\ud305 \ube44\ub514\uc624\uac00 \ud2b9\uc815 \ubc95\ub960\uc5d0 \ub300\ud55c \uc0ac\ub78c\ub4e4\uc758 \uc758\uacac\uc744 \ubc14\uafc0 \uc218 \uc788\ub294\uc9c0 \uc54c\uace0 \uc2f6\uc5b4\ud55c\ub2e4\uace0 \uac00\uc815\ud574 \ubcf4\uaca0\uc2b5\ub2c8\ub2e4. \uadf8\ub4e4\uc740 \ubc95\uc744 \uc9c0\uc9c0\ud558\ub294\uc9c0 \uc5ec\ubd80\ub97c \uc54c\uc544\ubcf4\uae30 \uc704\ud574 100\uba85\uc744 \ub300\uc0c1\uc73c\ub85c \uc124\ubb38\uc870\uc0ac\ub97c \ud588\uc2b5\ub2c8\ub2e4. \uadf8\ub7f0 \ub2e4\uc74c \ub9c8\ucf00\ud305 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[20],"tags":[],"class_list":["post-839","post","type-post","status-publish","format-standard","hentry","category-20"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Python\uc5d0\uc11c McNemar \ud14c\uc2a4\ud2b8\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95 - \ud1b5\uacc4\ud559<\/title>\n<meta name=\"description\" content=\"Python\uc5d0\uc11c McNemar \ud14c\uc2a4\ud2b8\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95\uc5d0 \ub300\ud55c \uac04\ub2e8\ud55c \uc124\uba85\uc785\ub2c8\ub2e4.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" 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