{"id":1337,"date":"2023-07-26T19:48:52","date_gmt":"2023-07-26T19:48:52","guid":{"rendered":"https:\/\/statorials.org\/ko\/r%e1%84%8b%e1%85%b4-%e1%84%8c%e1%85%a1%e1%86%ab%e1%84%8e%e1%85%a1-%e1%84%92%e1%85%b5%e1%84%89%e1%85%b3%e1%84%90%e1%85%a9%e1%84%80%e1%85%b3%e1%84%85%e1%85%a2%e1%86%b7\/"},"modified":"2023-07-26T19:48:52","modified_gmt":"2023-07-26T19:48:52","slug":"r%e1%84%8b%e1%85%b4-%e1%84%8c%e1%85%a1%e1%86%ab%e1%84%8e%e1%85%a1-%e1%84%92%e1%85%b5%e1%84%89%e1%85%b3%e1%84%90%e1%85%a9%e1%84%80%e1%85%b3%e1%84%85%e1%85%a2%e1%86%b7","status":"publish","type":"post","link":"https:\/\/statorials.org\/ko\/r%e1%84%8b%e1%85%b4-%e1%84%8c%e1%85%a1%e1%86%ab%e1%84%8e%e1%85%a1-%e1%84%92%e1%85%b5%e1%84%89%e1%85%b3%e1%84%90%e1%85%a9%e1%84%80%e1%85%b3%e1%84%85%e1%85%a2%e1%86%b7\/","title":{"rendered":"R\uc5d0\uc11c \uc794\ucc28 \ud788\uc2a4\ud1a0\uadf8\ub7a8\uc744 \ub9cc\ub4dc\ub294 \ubc29\ubc95"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><a href=\"https:\/\/statorials.org\/ko\/\u1109\u1165\u11ab\u1112\u1167\u11bc-\u1112\u116c\u1100\u1171-\u1100\u1161\u110c\u1165\u11bc\/\" target=\"_blank\" rel=\"noopener\">\uc120\ud615 \ud68c\uadc0\uc758 \uc8fc\uc694 \uac00\uc815<\/a> \uc911 \ud558\ub098\ub294 <a href=\"https:\/\/statorials.org\/ko\/\u110c\u1161\u11ab\u110b\u1167\u1106\u116e\u11af\/\" target=\"_blank\" rel=\"noopener\">\uc794\ucc28\uac00<\/a> \uc815\uaddc \ubd84\ud3ec\ub97c \ub530\ub978\ub2e4\ub294 \uac83\uc785\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc774 \uac00\uc815\uc744 \uc2dc\uac01\uc801\uc73c\ub85c \uac80\uc99d\ud558\ub294 \ud55c \uac00\uc9c0 \ubc29\ubc95\uc740 \uc794\ucc28\uc758 \ud788\uc2a4\ud1a0\uadf8\ub7a8\uc744 \ub9cc\ub4e4\uace0 \ubd84\ud3ec\uac00 \uc815\uaddc \ubd84\ud3ec\ub97c \uc5f0\uc0c1\uc2dc\ud0a4\ub294 &#8220;\uc885 \ubaa8\uc591&#8221;\uc744 \ub530\ub974\ub294\uc9c0 \uad00\ucc30\ud558\ub294 \uac83\uc785\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc774 \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 R\uc5d0\uc11c \ud68c\uadc0 \ubaa8\ub378\uc5d0 \ub300\ud55c \uc794\ucc28 \ud788\uc2a4\ud1a0\uadf8\ub7a8\uc744 \ub9cc\ub4dc\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;\">\uba3c\uc800 \uc791\uc5c5\ud560 \uac00\uc9dc \ub370\uc774\ud130\ub97c \ub9cc\ub4e4\uc5b4 \ubcf4\uaca0\uc2b5\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;\">#createdata\n<\/span>x1 &lt;- rnorm(n=100, 2, 1)\nx2 &lt;- rnorm(100, 4, 3)\ny &lt;- rnorm(100, 2, 3)\ndata &lt;- data.frame(x1, x2, y)\n\n<span style=\"color: #008080;\">#view first six rows of data\n<\/span>head(data)\n\n        x1 x2 y\n1 3.262954 6.3455776 -1.1371530\n2 1.673767 1.6696701 -0.6886338\n3 3.329799 2.1520303 5.8081615\n4 3.272429 4.1397409 3.7815228\n5 2.414641 0.6088427 4.3269030\n6 0.460050 5.7301563 6.6721111<\/strong><\/pre>\n<h3> <span style=\"color: #000000;\"><strong>2\ub2e8\uacc4: \ud68c\uadc0 \ubaa8\ub378 \uc801\ud569<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c\uc73c\ub85c <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\">\ub2e4\uc911 \uc120\ud615 \ud68c\uadc0 \ubaa8\ub378\uc744<\/a> \ub370\uc774\ud130\uc5d0 \uc801\uc6a9\ud558\uaca0\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#fit multiple linear regression model\n<\/span>model &lt;- lm(y ~ x1 + x2, data=data)<\/strong><\/pre>\n<h3> <span style=\"color: #000000;\"><strong>3\ub2e8\uacc4: \uc794\ucc28 \ud788\uc2a4\ud1a0\uadf8\ub7a8 \ub9cc\ub4e4\uae30<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\ub9c8\uc9c0\ub9c9\uc73c\ub85c <strong>ggplot<\/strong> \uc2dc\uac01\ud654 \ud328\ud0a4\uc9c0\ub97c \uc0ac\uc6a9\ud558\uc5ec \ubaa8\ub378 \uc794\ucc28\uc758 \ud788\uc2a4\ud1a0\uadf8\ub7a8\uc744 \ub9cc\ub4ed\ub2c8\ub2e4.<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#load ggplot2\n<span style=\"color: #000000;\"><span style=\"color: #993300;\">library<\/span> (ggplot2)<\/span>\n\n#create histogram of residuals\n<span style=\"color: #000000;\">ggplot(data = data, <span style=\"color: #3366ff;\">aes<\/span> (x = model$residuals)) +\n    geom_histogram(fill = ' <span style=\"color: #008000;\">steelblue<\/span> ', color = ' <span style=\"color: #008000;\">black<\/span> ') +\n    labs(title = ' <span style=\"color: #008000;\">Histogram of Residuals<\/span> ', x = ' <span style=\"color: #008000;\">Residuals<\/span> ', y = ' <span style=\"color: #008000;\">Frequency<\/span> ')\n<\/span><\/span><\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-13063 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/histresid1.png\" alt=\"R\uc758 \uc794\ucc28 \ud788\uc2a4\ud1a0\uadf8\ub7a8\" width=\"452\" height=\"454\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\"><strong>bin<\/strong> \uc778\uc218\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc794\uc5ec\ubb3c\uc744 \ubc30\uce58\ud560 bin \uc218\ub97c \uc9c0\uc815\ud560 \uc218\ub3c4 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc0c1\uc790 \uc218\uac00 \uc801\uc744\uc218\ub85d \ud788\uc2a4\ud1a0\uadf8\ub7a8\uc758 \ub9c9\ub300\uac00 \ub354 \ub113\uc5b4\uc9d1\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, <strong>20\uac1c\uc758 bin\uc744<\/strong> \uc9c0\uc815\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create histogram of residuals\n<span style=\"color: #000000;\">ggplot(data = data, <span style=\"color: #3366ff;\">aes<\/span> (x = model$residuals)) +\n    geom_histogram(bins = <span style=\"color: #008000;\">20<\/span> , fill = ' <span style=\"color: #008000;\">steelblue<\/span> ', color = ' <span style=\"color: #008000;\">black<\/span> ') +\n    labs(title = ' <span style=\"color: #008000;\">Histogram of Residuals<\/span> ', x = ' <span style=\"color: #008000;\">Residuals<\/span> ', y = ' <span style=\"color: #008000;\">Frequency<\/span> ')<\/span><\/span><\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-13064 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/histresid2.png\" alt=\"R\uc758 \uc794\ucc28 \ud788\uc2a4\ud1a0\uadf8\ub7a8\" width=\"459\" height=\"460\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">\ub610\ub294 <strong>10\uac1c\uc758 bin\uc744<\/strong> \uc9c0\uc815\ud560 \uc218\ub3c4 \uc788\uc2b5\ub2c8\ub2e4.<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create histogram of residuals\n<span style=\"color: #000000;\">ggplot(data = data, <span style=\"color: #3366ff;\">aes<\/span> (x = model$residuals)) +\n    geom_histogram(bins = <span style=\"color: #008000;\">10<\/span> , fill = ' <span style=\"color: #008000;\">steelblue<\/span> ', color = ' <span style=\"color: #008000;\">black<\/span> ') +\n    labs(title = ' <span style=\"color: #008000;\">Histogram of Residuals<\/span> ', x = ' <span style=\"color: #008000;\">Residuals<\/span> ', y = ' <span style=\"color: #008000;\">Frequency<\/span> ')<\/span><\/span><\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-13065 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/histresid3.png\" alt=\"\" width=\"455\" height=\"444\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">\uba87 \uac1c\uc758 \uc0c1\uc790\ub97c \uc9c0\uc815\ud558\ub354\ub77c\ub3c4 \uc794\ucc28\uac00 \ub300\ub7b5 \uc815\uaddc \ubd84\ud3ec\ub97c \ub530\ub974\ub294 \uac83\uc744 \ubcfc \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc815\uaddc\uc131\uc744 \ud14c\uc2a4\ud2b8\ud558\uae30 \uc704\ud574 Shapiro-Wilk, Kolmogorov-Smirnov \ub610\ub294 Jarque-Bera\uc640 \uac19\uc740 \uacf5\uc2dd\uc801\uc778 \ud1b5\uacc4 \ud14c\uc2a4\ud2b8\ub97c \uc218\ud589\ud560 \uc218\ub3c4 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uadf8\ub7ec\ub098 \uc774\ub7ec\ud55c \uac80\uc815\uc740 \ud45c\ubcf8 \ud06c\uae30\uac00 \ud074 \uacbd\uc6b0 \ubbfc\uac10\ud569\ub2c8\ub2e4. \uc989, \ud45c\ubcf8 \ud06c\uae30\uac00 \ud074 \uacbd\uc6b0 \uc794\ucc28\uac00 \uc815\uaddc \ubd84\ud3ec\uac00 \uc544\ub2c8\ub77c\ub294 \uacb0\ub860\uc744 \ub0b4\ub9ac\ub294 \uacbd\uc6b0\uac00 \ub9ce\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc774\ub7ec\ud55c \uc774\uc720\ub85c \uc794\ucc28\uc758 \ud788\uc2a4\ud1a0\uadf8\ub7a8\uc744 \ub9cc\ub4e4\uc5b4 \uc815\uaddc\uc131\uc744 \ud3c9\uac00\ud558\ub294 \uac83\uc774 \ub354 \uc26c\uc6b4 \uacbd\uc6b0\uac00 \ub9ce\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\uc120\ud615 \ud68c\uadc0\uc758 \uc8fc\uc694 \uac00\uc815 \uc911 \ud558\ub098\ub294 \uc794\ucc28\uac00 \uc815\uaddc \ubd84\ud3ec\ub97c \ub530\ub978\ub2e4\ub294 \uac83\uc785\ub2c8\ub2e4. \uc774 \uac00\uc815\uc744 \uc2dc\uac01\uc801\uc73c\ub85c \uac80\uc99d\ud558\ub294 \ud55c \uac00\uc9c0 \ubc29\ubc95\uc740 \uc794\ucc28\uc758 \ud788\uc2a4\ud1a0\uadf8\ub7a8\uc744 \ub9cc\ub4e4\uace0 \ubd84\ud3ec\uac00 \uc815\uaddc \ubd84\ud3ec\ub97c \uc5f0\uc0c1\uc2dc\ud0a4\ub294 &#8220;\uc885 \ubaa8\uc591&#8221;\uc744 \ub530\ub974\ub294\uc9c0 \uad00\ucc30\ud558\ub294 \uac83\uc785\ub2c8\ub2e4. \uc774 \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 R\uc5d0\uc11c \ud68c\uadc0 \ubaa8\ub378\uc5d0 \ub300\ud55c \uc794\ucc28 \ud788\uc2a4\ud1a0\uadf8\ub7a8\uc744 \ub9cc\ub4dc\ub294 \ubc29\ubc95\uc5d0 \ub300\ud55c \ub2e8\uacc4\ubcc4 \uc608\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. 1\ub2e8\uacc4: \ub370\uc774\ud130 \uc0dd\uc131 \uba3c\uc800 \uc791\uc5c5\ud560 \uac00\uc9dc \ub370\uc774\ud130\ub97c \ub9cc\ub4e4\uc5b4 \ubcf4\uaca0\uc2b5\ub2c8\ub2e4. #make this [&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-1337","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 \uc794\ucc28 \ud788\uc2a4\ud1a0\uadf8\ub7a8\uc744 \ub9cc\ub4dc\ub294 \ubc29\ubc95 - Statorials<\/title>\n<meta name=\"description\" content=\"\uc774 \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 \uba87 \uac00\uc9c0 \uc608\ub97c \ud1b5\ud574 R\uc5d0\uc11c \uc794\ucc28 \ud788\uc2a4\ud1a0\uadf8\ub7a8\uc744 \uc0dd\uc131\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-\u110c\u1161\u11ab\u110e\u1161-\u1112\u1175\u1109\u1173\u1110\u1169\u1100\u1173\u1105\u1162\u11b7\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"R\uc5d0\uc11c \uc794\ucc28 \ud788\uc2a4\ud1a0\uadf8\ub7a8\uc744 \ub9cc\ub4dc\ub294 \ubc29\ubc95 - Statorials\" \/>\n<meta property=\"og:description\" content=\"\uc774 \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 \uba87 \uac00\uc9c0 \uc608\ub97c \ud1b5\ud574 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