{"id":1323,"date":"2023-07-26T21:09:28","date_gmt":"2023-07-26T21:09:28","guid":{"rendered":"https:\/\/statorials.org\/ko\/r%e1%84%8b%e1%85%b4-%e1%84%87%e1%85%ae%e1%86%ab%e1%84%8b%e1%85%b1%e1%84%89%e1%85%ae-%e1%84%92%e1%85%ac%e1%84%80%e1%85%b1\/"},"modified":"2023-07-26T21:09:28","modified_gmt":"2023-07-26T21:09:28","slug":"r%e1%84%8b%e1%85%b4-%e1%84%87%e1%85%ae%e1%86%ab%e1%84%8b%e1%85%b1%e1%84%89%e1%85%ae-%e1%84%92%e1%85%ac%e1%84%80%e1%85%b1","status":"publish","type":"post","link":"https:\/\/statorials.org\/ko\/r%e1%84%8b%e1%85%b4-%e1%84%87%e1%85%ae%e1%86%ab%e1%84%8b%e1%85%b1%e1%84%89%e1%85%ae-%e1%84%92%e1%85%ac%e1%84%80%e1%85%b1\/","title":{"rendered":"R\uc5d0\uc11c \ubd84\uc704\uc218 \ud68c\uadc0\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\uc120\ud615 \ud68c\uadc0\ub294 \ud558\ub098 \uc774\uc0c1\uc758 \uc608\uce21 \ubcc0\uc218\uc640 <a href=\"https:\/\/statorials.org\/ko\/\u1107\u1167\u11ab\u1109\u116e-\u1109\u1165\u11af\u1106\u1167\u11bc-\u110b\u1173\u11bc\u1103\u1161\u11b8\/\" target=\"_blank\" rel=\"noopener\">\ubc18\uc751 \ubcc0\uc218<\/a> \uc0ac\uc774\uc758 \uad00\uacc4\ub97c \uc774\ud574\ud558\ub294 \ub370 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \ubc29\ubc95\uc785\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc77c\ubc18\uc801\uc73c\ub85c \uc120\ud615 \ud68c\uadc0\ub97c \uc218\ud589\ud560 \ub54c \uc751\ub2f5 \ubcc0\uc218\uc758 \ud3c9\uade0 \uac12\uc744 \ucd94\uc815\ud558\ub824\uace0 \ud569\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uadf8\ub7ec\ub098 \ub300\uc2e0 <strong>\ubd84\uc704\uc218 \ud68c\uadc0<\/strong> \ub77c\ub294 \ubc29\ubc95\uc744 \uc0ac\uc6a9\ud558\uc5ec 70\ubc88\uc9f8 \ubc31\ubd84\uc704\uc218, 90\ubc88\uc9f8 \ubc31\ubd84\uc704\uc218, 98\ubc88\uc9f8 \ubc31\ubd84\uc704\uc218 \ub4f1\uacfc \uac19\uc740 \ubc18\uc751 \uac12\uc758 <em>\ubd84\uc704\uc218<\/em> \ub610\ub294 \ubc31\ubd84\uc704\uc218 \uac12\uc744 \ucd94\uc815\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">R\uc5d0\uc11c \ubd84\uc704\uc218 \ud68c\uadc0\ub97c \uc218\ud589\ud558\ub824\uba74 \ub2e4\uc74c \uad6c\ubb38\uc744 \uc0ac\uc6a9\ud558\ub294 <a href=\"https:\/\/cran.r-project.org\/web\/packages\/quantreg\/quantreg.pdf\" target=\"_blank\" rel=\"noopener\">quantreg<\/a> \ud328\ud0a4\uc9c0\uc758 <strong>rq()<\/strong> \ud568\uc218\ub97c \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #993300;\">library<\/span> (quantreg)\n\nmodel &lt;- rq(y ~ x, data = dataset, tau = <span style=\"color: #008000;\">0.5<\/span> )\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\uae08:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>y:<\/strong> \uc751\ub2f5 \ubcc0\uc218<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>x:<\/strong> \uc608\uce21 \ubcc0\uc218<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>data:<\/strong> \ub370\uc774\ud130 \uc138\ud2b8\uc758 \uc774\ub984<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>tau:<\/strong> \ucc3e\uc744 \ubc31\ubd84\uc704\uc218\uc785\ub2c8\ub2e4. \uae30\ubcf8\uac12\uc740 \uc911\uc559\uac12(tau = 0.5)\uc774\uc9c0\ub9cc 0\uacfc 1 \uc0ac\uc774\uc758 \uc22b\uc790\ub85c \uc124\uc815\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\uc774 \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 \uc774 \ud568\uc218\ub97c \uc0ac\uc6a9\ud558\uc5ec R\uc5d0\uc11c \ubd84\uc704\uc218 \ud68c\uadc0\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95\uc5d0 \ub300\ud55c \ub2e8\uacc4\ubcc4 \uc608\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>1\ub2e8\uacc4: \ub370\uc774\ud130 \uc785\ub825<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">\uc774 \uc608\uc5d0\uc11c\ub294 \ud55c \ub300\ud559\uad50\uc5d0\uc11c 100\uba85\uc758 \ud559\uc0dd\uc744 \ub300\uc0c1\uc73c\ub85c \uacf5\ubd80\ud55c \uc2dc\uac04\uacfc \uc5bb\uc740 \uc2dc\ud5d8 \uacb0\uacfc\uac00 \ud3ec\ud568\ub41c \ub370\uc774\ud130\uc138\ud2b8\ub97c \ub9cc\ub4ed\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#make this example reproducible\n<\/span>set.seed(0)\n\n<span style=\"color: #008080;\">#create data frame<\/span> \nhours &lt;- runif(100, 1, 10)\nscore &lt;- 60 + 2*hours + rnorm(100, mean=0, sd=.45*hours)\ndf &lt;- data.frame(hours, score)\n\n<span style=\"color: #008080;\">#view first six rows<\/span>\nhead(df)\n\n     hours score\n1 9.070275 79.22682\n2 3.389578 66.20457\n3 4.349115 73.47623\n4 6.155680 70.10823\n5 9.173870 78.12119\n6 2.815137 65.94716\n<\/strong><\/pre>\n<h2> <span style=\"color: #000000;\"><strong>2\ub2e8\uacc4: \ubd84\uc704\uc218 \ud68c\uadc0 \uc218\ud589<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c\uc73c\ub85c, \ud559\uc2b5 \uc2dc\uac04\uc744 \uc608\uce21 \ubcc0\uc218\ub85c \uc0ac\uc6a9\ud558\uace0 \uc2dc\ud5d8 \uc810\uc218\ub97c \uc751\ub2f5 \ubcc0\uc218\ub85c \uc0ac\uc6a9\ud558\uc5ec \ubd84\uc704\uc218 \ud68c\uadc0 \ubaa8\ub378\uc744 \uc801\ud569\ud654\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc6b0\ub9ac\ub294 \ubaa8\ub378\uc744 \uc0ac\uc6a9\ud558\uc5ec \uacf5\ubd80\ud55c \uc2dc\uac04\uc744 \uae30\uc900\uc73c\ub85c \uc2dc\ud5d8 \uc810\uc218\uc758 \uc608\uc0c1 90\ubc88\uc9f8 \ubc31\ubd84\uc704\uc218\ub97c \uc608\uce21\ud569\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #993300;\">library<\/span> (quantreg)\n\n<span style=\"color: #008080;\">#fit model\n<\/span>model &lt;- rq(score ~ hours, data = df, tau = <span style=\"color: #008000;\">0.9<\/span> )\n\n<span style=\"color: #008080;\">#view summary of model\n<\/span>summary(model)\n\nCall: rq(formula = score ~ hours, tau = 0.9, data = df)\n\ntau: [1] 0.9\n\nCoefficients:\n            coefficients lower bd upper bd\n(Intercept) 60.25185 59.27193 62.56459\nhours 2.43746 1.98094 2.76989\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\uacb0\uacfc\uc5d0\uc11c \ucd94\uc815\ub41c \ud68c\uadc0 \ubc29\uc815\uc2dd\uc744 \ubcfc \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">90\ubc88\uc9f8 \ubc31\ubd84\uc704\uc218 \uc2dc\ud5d8 \uc810\uc218 = 60.25 + 2.437*(\uc2dc\uac04)<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc608\ub97c \ub4e4\uc5b4, 8\uc2dc\uac04 \uacf5\ubd80\ud55c \ubaa8\ub4e0 \ud559\uc0dd\uc758 90\ubc88\uc9f8 \ubc31\ubd84\uc704\uc218 \uc810\uc218\ub294 79.75\uc5ec\uc57c \ud569\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc2dc\ud5d8 \uc810\uc218\uc758 90\ubc88\uc9f8 \ubc31\ubd84\uc704\uc218 = 60.25 + 2.437*(8) = <strong>79.75<\/strong> .<\/span><\/p>\n<p> <span style=\"color: #000000;\">\ucd9c\ub825\uc5d0\ub294 \uc608\uce21 \ubcc0\uc218\uc758 \uc808\ud3b8\uacfc \uc2dc\uac04\uc5d0 \ub300\ud55c \uc2e0\ub8b0 \uc0c1\ud55c\uacfc \ud558\ud55c\ub3c4 \ud45c\uc2dc\ub429\ub2c8\ub2e4.<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>3\ub2e8\uacc4: \uacb0\uacfc \uc2dc\uac01\ud654<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">\uadf8\ub798\ud504\uc5d0 \uacb9\uccd0\uc9c4 \uc801\ud569 \ubd84\uc704\uc218 \ud68c\uadc0 \ubc29\uc815\uc2dd\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc0b0\uc810\ub3c4\ub97c \uc0dd\uc131\ud558\uc5ec \ud68c\uadc0 \uacb0\uacfc\ub97c \uc2dc\uac01\ud654\ud560 \uc218\ub3c4 \uc788\uc2b5\ub2c8\ub2e4.<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #993300;\">library<\/span> (ggplot2)\n\n<span style=\"color: #008080;\">#create scatterplot with quantile regression line\n<\/span>ggplot(df, aes(hours,score)) +\n  geom_point() + \n  geom_abline(intercept= <span style=\"color: #3366ff;\">coef<\/span> (model)[1], slope= <span style=\"color: #3366ff;\">coef<\/span> (model)[2])<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-12951 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/quantileregr1.png\" alt=\"R\uc758 \ubd84\uc704\uc218 \ud68c\uadc0 \uc608\" width=\"444\" height=\"449\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">\uc804\ud1b5\uc801\uc778 \uc120\ud615 \ud68c\uadc0\uc120\uacfc \ub2ec\ub9ac \uc774 \uc801\ud569\uc120\uc740 \ub370\uc774\ud130\uc758 \ud575\uc2ec\uc744 \ud1b5\uacfc\ud558\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4. \ub300\uc2e0 \uc608\uce21 \ubcc0\uc218\uc758 \uac01 \uc218\uc900\uc5d0\uc11c \ucd94\uc815\ub41c 90\ubc88\uc9f8 \ubc31\ubd84\uc704\uc218\ub97c \ud1b5\uacfc\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>geom_smooth()<\/strong> \uc778\uc218\ub97c \ucd94\uac00\ud558\uba74 \uc801\ud569 \ubd84\uc704\uc218 \ud68c\uadc0 \ubc29\uc815\uc2dd\uacfc \ub2e8\uc21c \uc120\ud615 \ud68c\uadc0 \ubc29\uc815\uc2dd\uc758 \ucc28\uc774\ub97c \ud655\uc778\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #993300;\">library<\/span> (ggplot2)\n\n<span style=\"color: #008080;\">#create scatterplot with quantile regression line <em>and<\/em> simple linear regression line\n<\/span>ggplot(df, aes(hours,score)) +\n  geom_point() + \n  geom_abline(intercept= <span style=\"color: #3366ff;\">coef<\/span> (model)[1], slope= <span style=\"color: #3366ff;\">coef<\/span> (model)[2]) +\n  geom_smooth(method=\" <span style=\"color: #008000;\">lm<\/span> \", se= <span style=\"color: #008000;\">F<\/span> )<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-12952 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/quantileregr2.png\" alt=\"\ubd84\uc704\uc218 \ud68c\uadc0\uc640 \ub2e8\uc21c \uc120\ud615 \ud68c\uadc0 \ud50c\ub86f\" width=\"457\" height=\"439\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">\uac80\uc740\uc0c9 \uc120\uc740 90\ubc88\uc9f8 \ubc31\ubd84\uc704\uc218\uc5d0 \ub9de\ucdb0 \uc870\uc815\ub41c \ubd84\uc704\uc218 \ud68c\uadc0\uc120\uc744 \ud45c\uc2dc\ud558\uace0 \ud30c\ub780\uc0c9 \uc120\uc740 \ubc18\uc751\ubcc0\uc218\uc758 \ud3c9\uade0\uac12\uc744 \ucd94\uc815\ud558\ub294 \ub2e8\uc21c \uc120\ud615 \ud68c\uadc0\uc120\uc744 \ud45c\uc2dc\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc608\uc0c1\ud55c \ub300\ub85c \ub2e8\uc21c \uc120\ud615 \ud68c\uadc0\uc120\uc740 \ub370\uc774\ud130\ub97c \ud1b5\ud574 \uc2e4\ud589\ub418\uba70 \uac01 \uc2dc\uac04 \uc218\uc900\uc5d0\uc11c \uc2dc\ud5d8 \uc810\uc218\uc758 \ucd94\uc815 \ud3c9\uade0\uac12\uc744 \ubcf4\uc5ec\uc90d\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 R\uc5d0\uc11c \ub2e4\ub978 \uc77c\ubc18\uc801\uc778 \uc791\uc5c5\uc744 \uc218\ud589\ud558\ub294 \ubc29\ubc95\uc744 \uc124\uba85\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/ko\/r\u110b\u1174-\u1103\u1161\u11ab\u1109\u116e\u11ab-\u1109\u1165\u11ab\u1112\u1167\u11bc-\u1112\u116c\u1100\u1171\/\" target=\"_blank\" rel=\"noopener\">R\uc5d0\uc11c \ub2e8\uc21c \uc120\ud615 \ud68c\uadc0\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95<\/a><br \/> <a href=\"https:\/\/statorials.org\/ko\/\u1103\u1161\u110c\u116e\u11bc-\u1109\u1165\u11ab\u1112\u1167\u11bc-\u1112\u116c\u1100\u1171-r\/\" target=\"_blank\" rel=\"noopener\">R\uc5d0\uc11c \ub2e4\uc911 \uc120\ud615 \ud68c\uadc0\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95<\/a><br \/> <a href=\"https:\/\/statorials.org\/ko\/2\u110e\u1161-\u1112\u116c\u1100\u1171-r\/\" target=\"_blank\" rel=\"noopener\">R\uc5d0\uc11c 2\ucc28 \ud68c\uadc0\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\uc120\ud615 \ud68c\uadc0\ub294 \ud558\ub098 \uc774\uc0c1\uc758 \uc608\uce21 \ubcc0\uc218\uc640 \ubc18\uc751 \ubcc0\uc218 \uc0ac\uc774\uc758 \uad00\uacc4\ub97c \uc774\ud574\ud558\ub294 \ub370 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \ubc29\ubc95\uc785\ub2c8\ub2e4. \uc77c\ubc18\uc801\uc73c\ub85c \uc120\ud615 \ud68c\uadc0\ub97c \uc218\ud589\ud560 \ub54c \uc751\ub2f5 \ubcc0\uc218\uc758 \ud3c9\uade0 \uac12\uc744 \ucd94\uc815\ud558\ub824\uace0 \ud569\ub2c8\ub2e4. \uadf8\ub7ec\ub098 \ub300\uc2e0 \ubd84\uc704\uc218 \ud68c\uadc0 \ub77c\ub294 \ubc29\ubc95\uc744 \uc0ac\uc6a9\ud558\uc5ec 70\ubc88\uc9f8 \ubc31\ubd84\uc704\uc218, 90\ubc88\uc9f8 \ubc31\ubd84\uc704\uc218, 98\ubc88\uc9f8 \ubc31\ubd84\uc704\uc218 \ub4f1\uacfc \uac19\uc740 \ubc18\uc751 \uac12\uc758 \ubd84\uc704\uc218 \ub610\ub294 \ubc31\ubd84\uc704\uc218 \uac12\uc744 \ucd94\uc815\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. R\uc5d0\uc11c \ubd84\uc704\uc218 \ud68c\uadc0\ub97c \uc218\ud589\ud558\ub824\uba74 [&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-1323","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 \ubd84\uc704\uc218 \ud68c\uadc0\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95 - \ud1b5\uacc4<\/title>\n<meta name=\"description\" content=\"\uc774 \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 \ub2e8\uacc4\ubcc4 \uc608\uc81c\ub97c \ud3ec\ud568\ud558\uc5ec R\uc5d0\uc11c \ubd84\uc704\uc218 \ud68c\uadc0\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95\uc744 \uc124\uba85\ud569\ub2c8\ub2e4.\" \/>\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\/ko\/r\u110b\u1174-\u1107\u116e\u11ab\u110b\u1171\u1109\u116e-\u1112\u116c\u1100\u1171\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"R\uc5d0\uc11c \ubd84\uc704\uc218 \ud68c\uadc0\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95 - 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