{"id":1806,"date":"2023-07-24T22:03:16","date_gmt":"2023-07-24T22:03:16","guid":{"rendered":"https:\/\/statorials.org\/ko\/%e1%84%87%e1%85%a7%e1%86%ab%e1%84%89%e1%85%ae-%e1%84%91%e1%85%b3%e1%86%af%e1%84%85%e1%85%a9%e1%86%ba-r-%e1%84%8e%e1%85%ae%e1%84%80%e1%85%a1\/"},"modified":"2023-07-24T22:03:16","modified_gmt":"2023-07-24T22:03:16","slug":"%e1%84%87%e1%85%a7%e1%86%ab%e1%84%89%e1%85%ae-%e1%84%91%e1%85%b3%e1%86%af%e1%84%85%e1%85%a9%e1%86%ba-r-%e1%84%8e%e1%85%ae%e1%84%80%e1%85%a1","status":"publish","type":"post","link":"https:\/\/statorials.org\/ko\/%e1%84%87%e1%85%a7%e1%86%ab%e1%84%89%e1%85%ae-%e1%84%91%e1%85%b3%e1%86%af%e1%84%85%e1%85%a9%e1%86%ba-r-%e1%84%8e%e1%85%ae%e1%84%80%e1%85%a1\/","title":{"rendered":"R\uc5d0\uc11c \ucd94\uac00\ub41c \ubcc0\uc218 \ud50c\ub86f\uc744 \ub9cc\ub4dc\ub294 \ubc29\ubc95"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\ud1b5\uacc4\uc5d0\uc11c <strong>\ucd94\uac00 \ubcc0\uc218 \ub3c4\ud45c\ub294<\/strong> \ub2e4\uc911 \uc120\ud615 \ud68c\uadc0 \ubaa8\ud615\uc5d0\uc11c <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> \uc640 \uc608\uce21 \ubcc0\uc218 \uc0ac\uc774\uc758 \uad00\uacc4\ub97c \ud45c\uc2dc\ud558\ub294 \ub3d9\uc2dc\uc5d0 \ubaa8\ud615\uc5d0 \uc788\ub294 \ub2e4\ub978 \uc608\uce21 \ubcc0\uc218\uc758 \uc874\uc7ac\ub97c \uc81c\uc5b4\ud558\ub294 \uac1c\ubcc4 \ub3c4\ud45c\uc785\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>\ucc38\uace0:<\/strong> \uc774\ub7ec\ud55c \ub3c4\ud45c\ub97c &#8220;\ubd80\ubd84 \ud68c\uadc0 \ub3c4\ud45c&#8221;\ub77c\uace0\ub3c4 \ud569\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc774\ub7ec\ud55c \uc720\ud615\uc758 \ud50c\ub86f\uc744 \uc0ac\uc6a9\ud558\uba74 \ub2e4\ub978 \uc608\uce21 \ubcc0\uc218\ub97c \uc77c\uc815\ud558\uac8c \uc720\uc9c0\ud558\uba74\uc11c \uac01 \uac1c\ubcc4 \uc608\uce21 \ubcc0\uc218\uc640 \ubaa8\ub378\uc758 \uc751\ub2f5 \ubcc0\uc218 \uac04\uc758 \uad00\uacc4\ub97c \uad00\ucc30\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">R\uc5d0 \ucd94\uac00\ub41c \ubcc0\uc218\uc758 \ud50c\ub86f\uc744 \uc0dd\uc131\ud558\ub824\uba74 <strong>car<\/strong> \ud328\ud0a4\uc9c0\uc758 <strong>avPlots()<\/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: #008080;\">#load <em>car<\/em> package\n<\/span><span style=\"color: #993300;\">library<\/span> (car) \n\n<span style=\"color: #008080;\">#fit multiple linear regression model\n<\/span>model &lt;- lm(y ~ x1 + x2 + ..., data = df)\n\n<span style=\"color: #008080;\">#create added variable plots\n<\/span>avPlots(model)\n<\/strong><\/pre>\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<h3> <span style=\"color: #000000;\"><strong>\uc608: R\uc5d0 \ubcc0\uc218 \ub3c4\ud45c \ucd94\uac00<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\"><strong>mtcars<\/strong> \ub370\uc774\ud130\uc138\ud2b8\uc758 \ub370\uc774\ud130\ub97c \uc0ac\uc6a9\ud558\uc5ec R\uc5d0 \ub2e4\uc74c\uacfc \uac19\uc740 \ub2e4\uc911 \uc120\ud615 \ud68c\uadc0 \ubaa8\ub378\uc744 \uc801\ud569\ud558\ub2e4\uace0 \uac00\uc815\ud569\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(mpg ~ disp + hp + drat, data = mtcars)\n\n<span style=\"color: #008080;\">#view summary of model\n<\/span>summary(model)\n\nCall:\nlm(formula = mpg ~ disp + hp + drat, data = mtcars)\n\nResiduals:\n    Min 1Q Median 3Q Max \n-5.1225 -1.8454 -0.4456 1.1342 6.4958 \n\nCoefficients:\n             Estimate Std. Error t value Pr(&gt;|t|)   \n(Intercept) 19.344293 6.370882 3.036 0.00513 **\navailable -0.019232 0.009371 -2.052 0.04960 * \nhp -0.031229 0.013345 -2.340 0.02663 * \ndrat 2.714975 1.487366 1.825 0.07863 . \n---\nSignificant. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1\n\nResidual standard error: 3.008 on 28 degrees of freedom\nMultiple R-squared: 0.775, Adjusted R-squared: 0.7509 \nF-statistic: 32.15 on 3 and 28 DF, p-value: 3.28e-09<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\uc751\ub2f5 \ubcc0\uc218 &#8220;mpg&#8221;\uc640 \ubaa8\ub378\uc758 \uac01 \uac1c\ubcc4 \uc608\uce21 \ubcc0\uc218 \uac04\uc758 \uad00\uacc4\ub97c \uc2dc\uac01\ud654\ud558\uae30 \uc704\ud574 <strong>avPlots()<\/strong> \ud568\uc218\ub97c \uc0ac\uc6a9\ud558\uc5ec \ucd94\uac00\ub41c \ubcc0\uc218\uc758 \ud50c\ub86f\uc744 \uc0dd\uc131\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#load car package\n<span style=\"color: #000000;\"><span style=\"color: #993300;\">library<\/span> (car)\n<\/span>\n#produce added variable plots\n<span style=\"color: #000000;\">avPlots(model)<\/span>\n<\/span><\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-12861\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/ajoutevarplots1.png\" alt=\"R\uc5d0 \ubcc0\uc218 \ud50c\ub86f \ucd94\uac00\" width=\"503\" height=\"507\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">\uac01 \ud50c\ub86f\uc744 \ud574\uc11d\ud558\ub294 \ubc29\ubc95\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">x\ucd95\uc740 \ub2e8\uc77c \uc608\uce21 \ubcc0\uc218\ub97c \ud45c\uc2dc\ud558\uace0 y\ucd95\uc740 \ubc18\uc751 \ubcc0\uc218\ub97c \ud45c\uc2dc\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li> <span style=\"color: #000000;\">\ud30c\ub780\uc0c9 \uc120\uc740 <em>\ub2e4\ub978 \ubaa8\ub4e0 \uc608\uce21 \ubcc0\uc218\uc758 \uac12\uc744 \uc77c\uc815\ud558\uac8c \uc720\uc9c0\ud558\uba74\uc11c<\/em> \uc608\uce21 \ubcc0\uc218\uc640 \ubc18\uc751 \ubcc0\uc218 \uac04\uc758 \uc5f0\uad00\uc131\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/span><\/li>\n<li> <span style=\"color: #000000;\">\uac01 \uadf8\ub798\ud504\uc758 \ub808\uc774\ube14\uc774 \uc9c0\uc815\ub41c \uc810\uc740 <a href=\"https:\/\/statorials.org\/ko\/\u110c\u1161\u11ab\u110b\u1167\u1106\u116e\u11af\/\" target=\"_blank\" rel=\"noopener\">\uc794\ucc28\uac00<\/a> \uac00\uc7a5 \ud070 \ub450 \uad00\uce21\uce58\uc640 \ubd80\ubd84 \ub808\ubc84\ub9ac\uc9c0\uac00 \uac00\uc7a5 \ud070 \ub450 \uad00\uce21\uce58\ub97c \ub098\ud0c0\ub0c5\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\uac01 \ud50c\ub86f\uc758 \uc120 \uac01\ub3c4\ub294 \ucd94\uc815 \ud68c\uadc0 \ubc29\uc815\uc2dd \uacc4\uc218\uc758 \ubd80\ud638\uc5d0 \ud574\ub2f9\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc608\ub97c \ub4e4\uc5b4, \ubaa8\ub378\uc758 \uac01 \uc608\uce21 \ubcc0\uc218\uc5d0 \ub300\ud55c \ucd94\uc815 \uacc4\uc218\ub294 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>\ub514\uc2a4\ud50c\ub808\uc774:<\/strong> -0.019232<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>\ucc44\ub110:<\/strong> -0.031229<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>\ub0a0\uc9dc:<\/strong> 2.714975<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\uc120\uc758 \uac01\ub3c4\ub294 <em>drat<\/em> \uc5d0 \ub300\ud574 \ucd94\uac00\ub41c \ubcc0\uc218 \ud50c\ub86f\uc5d0\uc11c \uc591\uc218\uc778 \ubc18\uba74 <em>disp<\/em> \ubc0f <em>hp<\/em> \uc5d0 \ub300\ud574\uc11c\ub294 \uc74c\uc218\uc785\ub2c8\ub2e4. \uc774\ub294 \ucd94\uc815 \uacc4\uc218\uc758 \ubd80\ud638\uc5d0 \ud574\ub2f9\ud569\ub2c8\ub2e4.<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-12864\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/ajoutevarplots2.png\" alt=\"\ucd94\uac00\ub41c \ubcc0\uc218 \ub3c4\ud45c\ub97c \ud574\uc11d\ud558\ub294 \ubc29\ubc95\" width=\"473\" height=\"495\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">\uc774 \uadf8\ub798\ud504\ub97c \uc0ac\uc6a9\ud558\uba74 \uac01 \uac1c\ubcc4 \uc608\uce21 \ubcc0\uc218\uc640 \ubc18\uc751 \ubcc0\uc218 \uac04\uc758 \uad00\uacc4\ub97c \uc27d\uac8c \uc2dc\uac01\ud654\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\ucd94\uac00 \ub9ac\uc18c\uc2a4<\/strong><\/span><\/h3>\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 \/> R\uc5d0\uc11c \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\ud1b5\uacc4\uc5d0\uc11c \ucd94\uac00 \ubcc0\uc218 \ub3c4\ud45c\ub294 \ub2e4\uc911 \uc120\ud615 \ud68c\uadc0 \ubaa8\ud615\uc5d0\uc11c \ubc18\uc751 \ubcc0\uc218 \uc640 \uc608\uce21 \ubcc0\uc218 \uc0ac\uc774\uc758 \uad00\uacc4\ub97c \ud45c\uc2dc\ud558\ub294 \ub3d9\uc2dc\uc5d0 \ubaa8\ud615\uc5d0 \uc788\ub294 \ub2e4\ub978 \uc608\uce21 \ubcc0\uc218\uc758 \uc874\uc7ac\ub97c \uc81c\uc5b4\ud558\ub294 \uac1c\ubcc4 \ub3c4\ud45c\uc785\ub2c8\ub2e4. \ucc38\uace0: \uc774\ub7ec\ud55c \ub3c4\ud45c\ub97c &#8220;\ubd80\ubd84 \ud68c\uadc0 \ub3c4\ud45c&#8221;\ub77c\uace0\ub3c4 \ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc720\ud615\uc758 \ud50c\ub86f\uc744 \uc0ac\uc6a9\ud558\uba74 \ub2e4\ub978 \uc608\uce21 \ubcc0\uc218\ub97c \uc77c\uc815\ud558\uac8c \uc720\uc9c0\ud558\uba74\uc11c \uac01 \uac1c\ubcc4 \uc608\uce21 \ubcc0\uc218\uc640 \ubaa8\ub378\uc758 \uc751\ub2f5 \ubcc0\uc218 \uac04\uc758 \uad00\uacc4\ub97c \uad00\ucc30\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. R\uc5d0 [&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-1806","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 - Statorials\uc5d0\uc11c \ucd94\uac00 \ubcc0\uc218 \ud50c\ub86f\uc744 \uc0dd\uc131\ud558\ub294 \ubc29\ubc95<\/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 \ucd94\uac00\ub41c \ubcc0\uc218 \ud50c\ub86f\uc744 \uc0dd\uc131\ud558\uace0 \ud574\uc11d\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\/\u1107\u1167\u11ab\u1109\u116e-\u1111\u1173\u11af\u1105\u1169\u11ba-r-\u110e\u116e\u1100\u1161\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"R - 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