{"id":1540,"date":"2023-07-25T23:14:40","date_gmt":"2023-07-25T23:14:40","guid":{"rendered":"https:\/\/statorials.org\/ko\/%e1%84%91%e1%85%a6%e1%84%8b%e1%85%b5%e1%84%83%e1%85%b3-%e1%84%8b%e1%85%a1%e1%86%af%e1%84%90%e1%85%b3%e1%84%86%e1%85%a1%e1%86%ab-%e1%84%91%e1%85%b3%e1%86%af%e1%84%85%e1%85%a9%e1%86%ba-r\/"},"modified":"2023-07-25T23:14:40","modified_gmt":"2023-07-25T23:14:40","slug":"%e1%84%91%e1%85%a6%e1%84%8b%e1%85%b5%e1%84%83%e1%85%b3-%e1%84%8b%e1%85%a1%e1%86%af%e1%84%90%e1%85%b3%e1%84%86%e1%85%a1%e1%86%ab-%e1%84%91%e1%85%b3%e1%86%af%e1%84%85%e1%85%a9%e1%86%ba-r","status":"publish","type":"post","link":"https:\/\/statorials.org\/ko\/%e1%84%91%e1%85%a6%e1%84%8b%e1%85%b5%e1%84%83%e1%85%b3-%e1%84%8b%e1%85%a1%e1%86%af%e1%84%90%e1%85%b3%e1%84%86%e1%85%a1%e1%86%ab-%e1%84%91%e1%85%b3%e1%86%af%e1%84%85%e1%85%a9%e1%86%ba-r\/","title":{"rendered":"R\uc5d0\uc11c bland-altman \ud50c\ub86f\uc744 \uc0dd\uc131\ud558\ub294 \ubc29\ubc95(\ub2e8\uacc4\ubcc4)"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><a href=\"https:\/\/statorials.org\/ko\/\u1110\u1173\u1105\u1166\u110b\u1175\u1109\u1173-\u110b\u1161\u11af\u1110\u1173\u1106\u1161\u11ab-\u1111\u1166\u110b\u1175\u1103\u1173\/\" target=\"_blank\" rel=\"noopener\">Bland-Altman \ud50c\ub86f\uc740<\/a> \ub450 \uac1c\uc758 \uc11c\ub85c \ub2e4\ub978 \uc7a5\ube44 \ub610\ub294 \ub450 \uac1c\uc758 \uc11c\ub85c \ub2e4\ub978 \uce21\uc815 \uae30\uc220 \uac04\uc758 \uce21\uc815 \ucc28\uc774\ub97c \uc2dc\uac01\ud654\ud558\ub294 \ub370 \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\ub3d9\uc77c\ud55c \uac1c\ub150\uc744 \uce21\uc815\ud560 \ub54c \ub450 \ub3c4\uad6c\ub098 \uae30\uc220\uc774 \uc5bc\ub9c8\ub098 \uc720\uc0ac\ud55c\uc9c0 \ud655\uc778\ud558\ub294 \ub370 \uc720\uc6a9\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc774 \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 R\uc5d0\uc11c Bland-Altman \ud50c\ub86f\uc744 \uc0dd\uc131\ud558\ub294 \ubc29\ubc95\uc5d0 \ub300\ud55c \ub2e8\uacc4\ubcc4 \uc608\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>1\ub2e8\uacc4: \ub370\uc774\ud130 \uc0dd\uc131<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\uc0dd\ubb3c\ud559\uc790\uac00 \ub450 \uac1c\uc758 \uc11c\ub85c \ub2e4\ub978 \ub3c4\uad6c(A\uc640 B)\ub97c \uc0ac\uc6a9\ud558\uc5ec \ub3d9\uc77c\ud55c 20\uac1c \uac1c\uad6c\ub9ac \uc138\ud2b8\uc758 \ubb34\uac8c\ub97c \uadf8\ub7a8 \ub2e8\uc704\ub85c \uce21\uc815\ud55c\ub2e4\uace0 \uac00\uc815\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc6b0\ub9ac\ub294 \uac01 \uc7a5\ube44\ub85c \uce21\uc815\ub41c \uac01 \uac1c\uad6c\ub9ac\uc758 \ubb34\uac8c\ub97c \ub098\ud0c0\ub0b4\ub294 \ub2e4\uc74c\uacfc \uac19\uc740 \ub370\uc774\ud130 \ud504\ub808\uc784\uc744 R\ub85c \uc0dd\uc131\ud560 \uac83\uc785\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create data<\/span>\ndf &lt;- data. <span style=\"color: #3366ff;\">frame<\/span> (A=c(5, 5, 5, 6, 6, 7, 7, 7, 8, 8, 9,\n                     10, 11, 13, 14, 14, 15, 18, 22, 25),\n                 B=c(4, 4, 5, 5, 5, 7, 8, 6, 9, 7, 7, 11,\n                     13, 13, 12, 13, 14, 19, 19, 24))\n\n<span style=\"color: #008080;\">#view first six rows of data\n<\/span>head(df)\n\n  AB\n1 5 4\n2 5 4\n3 5 5\n4 6 5\n5 6 5\n6 7 7<\/strong><\/pre>\n<h3> <span style=\"color: #000000;\"><strong>2\ub2e8\uacc4: \uce21\uc815\uac12\uc758 \ucc28\uc774 \uacc4\uc0b0<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c\uc73c\ub85c, \uac01 \uac1c\uad6c\ub9ac\uc758 \ud3c9\uade0 \uce21\uc815\uac12\uacfc \uce21\uc815\uac12\uc758 \ucc28\uc774\ub97c \ud3ec\ud568\ud558\ub294 \ub450 \uac1c\uc758 \uc0c8\ub85c\uc6b4 \uc5f4\uc744 \ub370\uc774\ud130 \ud504\ub808\uc784\uc5d0 \uc0dd\uc131\ud569\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create new column for average measurement<\/span>\n<span style=\"color: #000000;\">df$avg &lt;- rowMeans(df) \n<\/span>\n<span style=\"color: #008080;\">#create new column for difference in measurements\n<span style=\"color: #000000;\">df$diff &lt;- df$A - df$B<\/span><\/span>\n\n<span style=\"color: #008080;\">#view first six rows of data\n<\/span>head(df)\n\n  AB avg diff\n1 5 4 4.5 1\n2 5 4 4.5 1\n3 5 5 5.0 0\n4 6 5 5.5 1\n5 6 5 5.5 1\n6 7 7 7.0 0\n<\/strong><\/pre>\n<h3> <span style=\"color: #000000;\"><strong>3\ub2e8\uacc4: \ud3c9\uade0 \ucc28\uc774\uc640 \uc2e0\ub8b0 \uad6c\uac04 \uacc4\uc0b0<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c\uc73c\ub85c, \ub450 \uacc4\uce21\uae30 \uac04\uc758 \uce21\uc815\uac12\uc758 \ud3c9\uade0 \ucc28\uc774\uc640 \ud3c9\uade0 \ucc28\uc774\uc5d0 \ub300\ud55c 95% \uc2e0\ub8b0 \uad6c\uac04\uc758 \uc0c1\ud55c \ubc0f \ud558\ud55c\uc744 \uacc4\uc0b0\ud569\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#find average difference<\/span>\n<span style=\"color: #000000;\">mean_diff &lt;- mean(df$diff)\n\nmean_diff\n\n[1] 0.5\n<\/span>\n<span style=\"color: #008080;\">#find lower 95% confidence interval limits\n<span style=\"color: #000000;\">lower &lt;- mean_diff - 1.96*sd(df$diff)<\/span>\n\n<span style=\"color: #000000;\">lower\n\n[1] -1.921465\n<\/span>\n#find upper 95% confidence interval limits\n<span style=\"color: #000000;\">upper &lt;- mean_diff + 1.96*sd(df$diff)<\/span>\n\n<span style=\"color: #000000;\">upper<\/span>\n\n<span style=\"color: #000000;\">[1] 2.921465\n<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\ud3c9\uade0 \ucc28\uc774\ub294 <strong>0.5<\/strong> \ub85c \ub098\ud0c0\ub098\uace0 \ud3c9\uade0 \ucc28\uc774\uc5d0 \ub300\ud55c 95% \uc2e0\ub8b0\uad6c\uac04\uc740 <strong>[-1.921, 2.921]<\/strong> \uc785\ub2c8\ub2e4.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>4\ub2e8\uacc4: Bland-Altman \ub3c4\ud45c \uc0dd\uc131<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\"><span style=\"color: #000000;\">\ub2e4\uc74c\uc73c\ub85c, \ub2e4\uc74c \ucf54\ub4dc\ub97c \uc0ac\uc6a9\ud558\uc5ec <a href=\"https:\/\/ggplot2.tidyverse.org\/\" target=\"_blank\" rel=\"noopener\">ggplot2<\/a> \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ud328\ud0a4\uc9c0\ub97c \uc0ac\uc6a9\ud558\uc5ec Bland-Altman \ud50c\ub86f\uc744 \uc0dd\uc131\ud569\ub2c8\ub2e4.<\/span><\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span><span style=\"color: #008080;\">#load ggplot2\n<\/span><\/span><span style=\"color: #000000;\"><span style=\"color: #993300;\">library<\/span> (ggplot2)\n\n<span style=\"color: #008080;\">#create Bland-Altman plot\n<\/span>ggplot(df, <span style=\"color: #3366ff;\">aes<\/span> (x = avg, y = diff)) +\n  geom_point(size=2) +\n  geom_hline(yintercept = mean_diff) +\n  geom_hline(yintercept = lower, color = \" <span style=\"color: #008000;\">red<\/span> \", linetype=\" <span style=\"color: #008000;\">dashed<\/span> \") +\n  geom_hline(yintercept = upper, color = \" <span style=\"color: #008000;\">red<\/span> \", linetype=\" <span style=\"color: #008000;\">dashed<\/span> \") +\n  ggtitle(\" <span style=\"color: #008000;\">Bland-Altman Plot<\/span> \") +\n  ylab(\" <span style=\"color: #008000;\">Difference Between Measurements<\/span> \") +\n  xlab(\" <span style=\"color: #008000;\">Average Measurement<\/span> \")<\/span><\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-15305\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/fader1.png\" alt=\"R\uc758 Bland-Altman \ud50c\ub86f\" width=\"468\" height=\"455\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">\ud50c\ub86f\uc758 x\ucd95\uc740 \ub450 \uae30\uae30\uc758 \ud3c9\uade0 \uce21\uc815\uac12\uc744 \ud45c\uc2dc\ud558\uace0 y\ucd95\uc740 \ub450 \uae30\uae30 \uac04\uc758 \uce21\uc815\uac12 \ucc28\uc774\ub97c \ud45c\uc2dc\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uac80\uc740\uc0c9 \uc120\uc740 \ub450 \uacc4\uce21\uae30 \uac04\uc758 \uce21\uc815\uac12\uc758 \ud3c9\uade0 \ucc28\uc774\ub97c \ub098\ud0c0\ub0b4\uace0 \ub450 \uac1c\uc758 \ube68\uac04\uc0c9 \uc810\uc120\uc740 \ud3c9\uade0 \ucc28\uc774\uc5d0 \ub300\ud55c 95% \uc2e0\ub8b0 \uad6c\uac04\uc758 \ud55c\uacc4\ub97c \ub098\ud0c0\ub0c5\ub2c8\ub2e4.<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Bland-Altman \ud50c\ub86f\uc740 \ub450 \uac1c\uc758 \uc11c\ub85c \ub2e4\ub978 \uc7a5\ube44 \ub610\ub294 \ub450 \uac1c\uc758 \uc11c\ub85c \ub2e4\ub978 \uce21\uc815 \uae30\uc220 \uac04\uc758 \uce21\uc815 \ucc28\uc774\ub97c \uc2dc\uac01\ud654\ud558\ub294 \ub370 \uc0ac\uc6a9\ub429\ub2c8\ub2e4. \ub3d9\uc77c\ud55c \uac1c\ub150\uc744 \uce21\uc815\ud560 \ub54c \ub450 \ub3c4\uad6c\ub098 \uae30\uc220\uc774 \uc5bc\ub9c8\ub098 \uc720\uc0ac\ud55c\uc9c0 \ud655\uc778\ud558\ub294 \ub370 \uc720\uc6a9\ud569\ub2c8\ub2e4. \uc774 \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 R\uc5d0\uc11c Bland-Altman \ud50c\ub86f\uc744 \uc0dd\uc131\ud558\ub294 \ubc29\ubc95\uc5d0 \ub300\ud55c \ub2e8\uacc4\ubcc4 \uc608\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. 1\ub2e8\uacc4: \ub370\uc774\ud130 \uc0dd\uc131 \uc0dd\ubb3c\ud559\uc790\uac00 \ub450 \uac1c\uc758 \uc11c\ub85c \ub2e4\ub978 \ub3c4\uad6c(A\uc640 B)\ub97c \uc0ac\uc6a9\ud558\uc5ec \ub3d9\uc77c\ud55c [&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-1540","post","type-post","status-publish","format-standard","hentry","category-20"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - 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