{"id":3585,"date":"2023-07-16T16:47:42","date_gmt":"2023-07-16T16:47:42","guid":{"rendered":"https:\/\/statorials.org\/ko\/r%e1%84%8b%e1%85%b4-%e1%84%89%e1%85%b3%e1%86%bc%e1%84%89%e1%85%a1%e1%86%ab%e1%84%87%e1%85%b5\/"},"modified":"2023-07-16T16:47:42","modified_gmt":"2023-07-16T16:47:42","slug":"r%e1%84%8b%e1%85%b4-%e1%84%89%e1%85%b3%e1%86%bc%e1%84%89%e1%85%a1%e1%86%ab%e1%84%87%e1%85%b5","status":"publish","type":"post","link":"https:\/\/statorials.org\/ko\/r%e1%84%8b%e1%85%b4-%e1%84%89%e1%85%b3%e1%86%bc%e1%84%89%e1%85%a1%e1%86%ab%e1%84%87%e1%85%b5\/","title":{"rendered":"R\uc5d0\uc11c \uc2b9\uc0b0\ube44\ub97c \uacc4\uc0b0\ud558\ub294 \ubc29\ubc95(\uc608\uc81c \ud3ec\ud568)"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\ud1b5\uacc4\uc5d0\uc11c <strong>\uc2b9\uc0b0\ube44\ub294<\/strong> \ucc98\ub9ac \uadf8\ub8f9\uc5d0\uc11c \uc0ac\uac74\uc774 \ubc1c\uc0dd\ud560 \ud655\ub960\uacfc \ub300\uc870 \uadf8\ub8f9\uc5d0\uc11c \uc0ac\uac74\uc774 \ubc1c\uc0dd\ud560 \ud655\ub960\uc758 \ube44\uc728\uc744 \ub098\ud0c0\ub0c5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">2&#215;2 \ud14c\uc774\ube14\uc5d0\uc11c \ubd84\uc11d\uc744 \uc218\ud589\ud560 \ub54c \uc2b9\uc0b0\ube44\ub97c \uacc4\uc0b0\ud558\ub294 \uacbd\uc6b0\uac00 \ub9ce\uc73c\uba70 \ub2e4\uc74c \ud615\uc2dd\uc744 \uc0ac\uc6a9\ud569\ub2c8\ub2e4.<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-6327 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/cotesratioexcel0.png\" alt=\"\" width=\"284\" height=\"87\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">R\uc5d0\uc11c \uc2b9\uc0b0\ube44\ub97c \uacc4\uc0b0\ud558\ub824\uba74 <strong>Epitools<\/strong> \ud328\ud0a4\uc9c0\uc758 <strong>\uc2b9\uc0b0\ube44()<\/strong> \ud568\uc218\ub97c \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \uc608\uc5d0\uc11c\ub294 \uc2e4\uc81c\ub85c \uc774 \uad6c\ubb38\uc744 \uc0ac\uc6a9\ud558\ub294 \ubc29\ubc95\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>\uc608: R\uc5d0\uc11c \uc2b9\uc0b0\ube44 \uacc4\uc0b0<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">50\uba85\uc758 \ub18d\uad6c \uc120\uc218\uac00 \uc0c8\ub85c\uc6b4 \ud6c8\ub828 \ud504\ub85c\uadf8\ub7a8\uc744 \uc0ac\uc6a9\ud558\uace0 \uc788\uace0 50\uba85\uc758 \uc120\uc218\uac00 \uae30\uc874 \ud6c8\ub828 \ud504\ub85c\uadf8\ub7a8\uc744 \uc0ac\uc6a9\ud558\uace0 \uc788\ub2e4\uace0 \uac00\uc815\ud574 \ubcf4\uaca0\uc2b5\ub2c8\ub2e4. \ud504\ub85c\uadf8\ub7a8\uc774 \ub05d\ub098\uba74 \uac01 \ud50c\ub808\uc774\uc5b4\ub97c \ud14c\uc2a4\ud2b8\ud558\uc5ec \ud2b9\uc815 \uae30\uc220 \ud14c\uc2a4\ud2b8\ub97c \ud1b5\uacfc\ud588\ub294\uc9c0 \ud655\uc778\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \ud45c\ub294 \uc0ac\uc6a9\ud55c \ud504\ub85c\uadf8\ub7a8\uc5d0 \ub530\ub77c \ud569\uaca9 \ubc0f \ubd88\ud569\uaca9\ud55c \ud50c\ub808\uc774\uc5b4\uc758 \uc218\ub97c \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-19676 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/cotes1.png\" alt=\"\" width=\"250\" height=\"102\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">\ud50c\ub808\uc774\uc5b4\uac00 \uc0c8 \ud504\ub85c\uadf8\ub7a8\uc744 \uc0ac\uc6a9\ud558\uc5ec \uae30\uc220 \ud14c\uc2a4\ud2b8\ub97c \ud1b5\uacfc\ud560 \ud655\ub960\uacfc \uc774\uc804 \ud504\ub85c\uadf8\ub7a8\uc744 \uc0ac\uc6a9\ud558\uc5ec \uae30\uc220 \ud14c\uc2a4\ud2b8\ub97c \ud1b5\uacfc\ud560 \ud655\ub960\uc744 \ube44\uad50\ud558\uae30 \uc704\ud574 \uc2b9\uc0b0\ube44\ub97c \uacc4\uc0b0\ud55c\ub2e4\uace0 \uac00\uc815\ud574 \ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">R\uc5d0\uc11c \uc774 \ud589\ub82c\uc744 \ub9cc\ub4dc\ub294 \ubc29\ubc95\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create matrix<\/span>\nprogram &lt;- c(' <span style=\"color: #ff0000;\">New Program<\/span> ', ' <span style=\"color: #ff0000;\">Old Program<\/span> ')\noutcome &lt;- c(' <span style=\"color: #ff0000;\">Pass<\/span> ', ' <span style=\"color: #ff0000;\">Fail<\/span> ')\ndata &lt;- matrix(c(34, 16, 39, 11), nrow= <span style=\"color: #008000;\">2<\/span> , ncol= <span style=\"color: #008000;\">2<\/span> , byrow= <span style=\"color: #008000;\">TRUE<\/span> )\ndimnames(data) &lt;- list(' <span style=\"color: #ff0000;\">Program<\/span> '=program, ' <span style=\"color: #ff0000;\">Outcome<\/span> '=outcome)\n\n<span style=\"color: #008080;\">#view matrix\n<\/span>data\n\n             Outcome\nProgram Pass Fail\n  New Program 34 16\n  Old Program 39 11<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c\uc740 <strong>Epitools<\/strong> \ud328\ud0a4\uc9c0\uc758 <strong>oddsratio()<\/strong> \ud568\uc218\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc2b9\uc0b0\ube44\ub97c \uacc4\uc0b0\ud558\ub294 \ubc29\ubc95\uc785\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #107d3f;\"><span style=\"color: #000000;\">install. <span style=\"color: #3366ff;\">packages<\/span> (' <span style=\"color: #ff0000;\">epitools<\/span> ')<\/span>\n\n<\/span><span style=\"color: #008000;\">library<\/span> (epitools)\n\n<span style=\"color: #008080;\">#calculate odds ratio<\/span>\noddsratio(data)\n\n$measure\n             odds ratio with 95% CI\nProgram estimate lower upper\n  New Program 1.0000000 NA NA\n  Old Program 0.6045506 0.2395879 1.480143\n\n$p.value\n             two-sided\nProgram midp.exact fisher.exact chi.square\n  New Program NA NA NA\n  Old Program 0.271899 0.3678219 0.2600686\n\n$correction\n[1] FALSE\n\nattr(,\"method\")\n[1] \u201cmedian-unbiased estimate &amp; mid-p exact CI\u201d\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\uc2b9\uc0b0\ube44\ub294 <strong>0.6045506<\/strong> \uc785\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc6b0\ub9ac\ub294 \uc774\uac83\uc744 \uc0c8\ub85c\uc6b4 \ud504\ub85c\uadf8\ub7a8\uc744 \uc0ac\uc6a9\ud558\uc5ec \ud50c\ub808\uc774\uc5b4\uac00 \ud14c\uc2a4\ud2b8\ub97c \ud1b5\uacfc\ud560 \ud655\ub960\uc774 \uae30\uc874 \ud504\ub85c\uadf8\ub7a8\uc744 \uc0ac\uc6a9\ud558\uc5ec \ud14c\uc2a4\ud2b8\ub97c \ud1b5\uacfc\ud560 <strong>\ud655\ub960\uc758 0.6045506\ubc30\uc5d0<\/strong> \ubd88\uacfc\ud558\ub2e4\ub294 \uc758\ubbf8\ub85c \ud574\uc11d\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc989, \uc0c8\ub85c\uc6b4 \ud504\ub85c\uadf8\ub7a8\uc744 \uc0ac\uc6a9\ud558\uba74 \uc2e4\uc81c\ub85c \ud50c\ub808\uc774\uc5b4\uac00 \ud14c\uc2a4\ud2b8\uc5d0 \ud569\uaca9\ud560 \ud655\ub960\uc774 \uc57d 39.6% \uac10\uc18c\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\ub610\ud55c \uacb0\uacfc\uc758 <strong>\ud558\ub2e8<\/strong> \ubc0f <strong>\uc0c1\ub2e8<\/strong> \uc5f4\uc5d0 \uc788\ub294 \uac12\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc2b9\uc0b0\ube44\uc5d0 \ub300\ud55c \ub2e4\uc74c\uacfc \uac19\uc740 95% \uc2e0\ub8b0 \uad6c\uac04\uc744 \uad6c\uc131\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc2b9\uc0b0\ube44\uc5d0 \ub300\ud55c 95% \uc2e0\ub8b0\uad6c\uac04: <strong>[0.24, 1.48]<\/strong> .<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc6b0\ub9ac\ub294 \uc0c8\ub85c\uc6b4 \ud6c8\ub828 \ud504\ub85c\uadf8\ub7a8\uacfc \uae30\uc874 \ud6c8\ub828 \ud504\ub85c\uadf8\ub7a8 \uc0ac\uc774\uc758 \uc2e4\uc81c \uc2b9\uc0b0\ube44\uac00 \uc774 \uad6c\uac04 \ub0b4\uc5d0 \ud3ec\ud568\ub418\uc5b4 \uc788\ub2e4\uace0 95% \ud655\uc2e0\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\ucd9c\ub825\uc758 <strong>midp.exact<\/strong> \uc5f4\uc5d0\ub294 \uc2b9\uc0b0\ube44\uc640 \uad00\ub828\ub41c p-\uac12\ub3c4 \ud45c\uc2dc\ub429\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc774 p-\uac12\uc740 <strong>0.271899<\/strong> \uc785\ub2c8\ub2e4. \uc774 \uac12\uc740 0.05 \uc774\uc0c1\uc774\ubbc0\ub85c \uc2b9\uc0b0\ube44\uac00 \ud1b5\uacc4\uc801\uc73c\ub85c \uc720\uc758\ud558\uc9c0 \uc54a\ub2e4\ub294 \uacb0\ub860\uc744 \ub0b4\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc989, \uc0c8\ub85c\uc6b4 \ud504\ub85c\uadf8\ub7a8\uc744 \uc0ac\uc6a9\ud55c \ud50c\ub808\uc774\uc5b4\uc758 \uc131\uacf5 \ud655\ub960\uc774 \uc774\uc804 \ud504\ub85c\uadf8\ub7a8\uc744 \uc0ac\uc6a9\ud55c \uc131\uacf5 \ud655\ub960\ubcf4\ub2e4 \ub0ae\ub2e4\ub294 \uac83\uc744 \uc2b9\uc0b0\ube44\ub97c \ud1b5\ud574 \uc54c \uc218 \uc788\uc9c0\ub9cc \uc774\ub7ec\ud55c \ud655\ub960\uc758 \ucc28\uc774\ub294 \uc2e4\uc81c\ub85c \ud1b5\uacc4\uc801\uc73c\ub85c \uc720\uc758\ubbf8\ud558\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>\ucd94\uac00 \ub9ac\uc18c\uc2a4<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 \uc2b9\uc0b0\ube44\uc5d0 \ub300\ud55c \ucd94\uac00 \uc815\ubcf4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/ko\/\u1109\u1173\u11bc\u1109\u1161\u11ab\u1107\u1175-\u1103\u1162-\u1109\u1161\u11bc\u1103\u1162-\u110b\u1171\u1112\u1165\u11b7\/\" target=\"_blank\" rel=\"noopener\">\uc2b9\uc0b0\ube44 \ub300 \uc0c1\ub300 \uc704\ud5d8: \ucc28\uc774\uc810\uc740 \ubb34\uc5c7\uc785\ub2c8\uae4c?<\/a><br \/> <a href=\"https:\/\/statorials.org\/ko\/\u1109\u1173\u11bc\u1109\u1161\u11ab\u1107\u1175\u1105\u1173\u11af-\u1107\u1169\u1100\u1169\u1112\u1161\u1102\u1173\u11ab-\u1107\u1161\u11bc\u1107\u1165\u11b8\/\" target=\"_blank\" rel=\"noopener\">\uc804\uccb4 \uac00\uc774\ub4dc: \uc2b9\uc0b0\ube44 \ubcf4\uace0 \ubc29\ubc95<\/a><br \/> <a href=\"https:\/\/statorials.org\/ko\/\u1109\u1173\u11bc\u1109\u1161\u11ab\u1107\u1175\u110b\u1166-\u1103\u1162\u1112\u1161\u11ab-\u1109\u1175\u11ab\u1105\u116c-\u1100\u116e\u1100\u1161\u11ab\/\" target=\"_blank\" rel=\"noopener\">\uc2b9\uc0b0\ube44\uc5d0 \ub300\ud55c \uc2e0\ub8b0 \uad6c\uac04\uc744 \uacc4\uc0b0\ud558\ub294 \ubc29\ubc95<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\ud1b5\uacc4\uc5d0\uc11c \uc2b9\uc0b0\ube44\ub294 \ucc98\ub9ac \uadf8\ub8f9\uc5d0\uc11c \uc0ac\uac74\uc774 \ubc1c\uc0dd\ud560 \ud655\ub960\uacfc \ub300\uc870 \uadf8\ub8f9\uc5d0\uc11c \uc0ac\uac74\uc774 \ubc1c\uc0dd\ud560 \ud655\ub960\uc758 \ube44\uc728\uc744 \ub098\ud0c0\ub0c5\ub2c8\ub2e4. 2&#215;2 \ud14c\uc774\ube14\uc5d0\uc11c \ubd84\uc11d\uc744 \uc218\ud589\ud560 \ub54c \uc2b9\uc0b0\ube44\ub97c \uacc4\uc0b0\ud558\ub294 \uacbd\uc6b0\uac00 \ub9ce\uc73c\uba70 \ub2e4\uc74c \ud615\uc2dd\uc744 \uc0ac\uc6a9\ud569\ub2c8\ub2e4. R\uc5d0\uc11c \uc2b9\uc0b0\ube44\ub97c \uacc4\uc0b0\ud558\ub824\uba74 Epitools \ud328\ud0a4\uc9c0\uc758 \uc2b9\uc0b0\ube44() \ud568\uc218\ub97c \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub2e4\uc74c \uc608\uc5d0\uc11c\ub294 \uc2e4\uc81c\ub85c \uc774 \uad6c\ubb38\uc744 \uc0ac\uc6a9\ud558\ub294 \ubc29\ubc95\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4. \uc608: R\uc5d0\uc11c \uc2b9\uc0b0\ube44 \uacc4\uc0b0 50\uba85\uc758 \ub18d\uad6c \uc120\uc218\uac00 \uc0c8\ub85c\uc6b4 \ud6c8\ub828 \ud504\ub85c\uadf8\ub7a8\uc744 \uc0ac\uc6a9\ud558\uace0 [&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-3585","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>R\uc5d0\uc11c \uc2b9\uc0b0\ube44\ub97c \uacc4\uc0b0\ud558\ub294 \ubc29\ubc95(\uc608\uc81c \ud3ec\ud568) - 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