{"id":676,"date":"2023-07-29T03:09:22","date_gmt":"2023-07-29T03:09:22","guid":{"rendered":"https:\/\/statorials.org\/ko\/%e1%84%8c%e1%85%a1%e1%86%ab%e1%84%8b%e1%85%a7-%e1%84%8e%e1%85%ae%e1%84%8c%e1%85%a5%e1%86%a8-r\/"},"modified":"2023-07-29T03:09:22","modified_gmt":"2023-07-29T03:09:22","slug":"%e1%84%8c%e1%85%a1%e1%86%ab%e1%84%8b%e1%85%a7-%e1%84%8e%e1%85%ae%e1%84%8c%e1%85%a5%e1%86%a8-r","status":"publish","type":"post","link":"https:\/\/statorials.org\/ko\/%e1%84%8c%e1%85%a1%e1%86%ab%e1%84%8b%e1%85%a7-%e1%84%8e%e1%85%ae%e1%84%8c%e1%85%a5%e1%86%a8-r\/","title":{"rendered":"R\uc5d0\uc11c \uc794\ucc28 \ud50c\ub86f\uc744 \ub9cc\ub4dc\ub294 \ubc29\ubc95"},"content":{"rendered":"

<\/p>\n

\n

\uc794\ucc28 \ub3c4\ud45c\ub294<\/strong> \ud68c\uadc0 \ubd84\uc11d\uc758 \uc794\ucc28\uac00<\/a> \uc815\uaddc \ubd84\ud3ec\ub97c \ub530\ub974\ub294\uc9c0 \uc5ec\ubd80\uc640 \uc774\ubd84\uc0b0\uc131\uc744<\/a> \ub098\ud0c0\ub0b4\ub294\uc9c0 \uc5ec\ubd80\ub97c \ud3c9\uac00\ud558\ub294 \ub370 \uc790\uc8fc \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/span><\/p>\n

\uc774 \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 R\uc5d0\uc11c \ud68c\uadc0 \ubaa8\ub378\uc5d0 \ub300\ud55c \uc794\ucc28 \ud50c\ub86f\uc744 \ub9cc\ub4dc\ub294 \ubc29\ubc95\uc744 \uc124\uba85\ud569\ub2c8\ub2e4.<\/span><\/p>\n

\uc608: R\uc758 \uc794\ucc28 \ub3c4\ud45c<\/strong><\/h3>\n

\uc774 \uc608\uc5d0\uc11c\ub294 mtcars<\/strong> \ub0b4\uc7a5 R \ub370\uc774\ud130 \uc138\ud2b8\ub97c \uc0ac\uc6a9\ud558\uc5ec \ud68c\uadc0 \ubaa8\ub378\uc744 \ub9de\ucd98 \ub2e4\uc74c \uc138 \uac00\uc9c0 \ub2e4\ub978 \uc794\ucc28 \ud50c\ub86f\uc744 \uc0dd\uc131\ud558\uc5ec \uc794\ucc28\ub97c \ubd84\uc11d\ud569\ub2c8\ub2e4.<\/span><\/p>\n

1\ub2e8\uacc4: \ud68c\uadc0 \ubaa8\ub378\uc744 \uc801\ud569\uc2dc\ud0b5\ub2c8\ub2e4.<\/strong><\/span><\/p>\n

\uba3c\uc800 mpg\ub97c<\/strong> \uc751\ub2f5 \ubcc0\uc218\ub85c \uc0ac\uc6a9\ud558\uace0 disp<\/strong> \uc640 hp\ub97c<\/strong> \uc124\uba85 \ubcc0\uc218\ub85c \uc0ac\uc6a9\ud558\uc5ec \ud68c\uadc0 \ubaa8\ub378\uc744 \ud53c\ud305\ud569\ub2c8\ub2e4.<\/span><\/p>\n

 #load the dataset<\/span>\ndata(mtcars)\n\n#fit a regression model<\/span>\nmodel <- lm(mpg~disp+hp, data=mtcars)\n\n#get list of residuals<\/span> \nres <- resid(model)\n<\/strong><\/pre>\n
 2\ub2e8\uacc4: \uc794\ucc28 \ub610\ub294 \uc218\uc815\ub41c \uadf8\ub9bc\uc744 \uc0dd\uc131\ud569\ub2c8\ub2e4.<\/strong><\/span><\/p>\n
 \ub2e4\uc74c\uc73c\ub85c, \uc774\ubd84\uc0b0\uc131\uc744 \uc2dc\uac01\uc801\uc73c\ub85c \uac10\uc9c0\ud558\ub294 \ub370 \uc720\uc6a9\ud55c \uc794\ucc28\/\uc801\ud569 \ud50c\ub86f\uc744 \uc0dd\uc131\ud569\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4 \uac12 \ubc94\uc704\uc5d0 \ub300\ud55c \uc794\ucc28 \ubd84\ud3ec\uc758 \uccb4\uacc4\uc801\uc778 \ubcc0\ud654\uac00 \uc788\uc2b5\ub2c8\ub2e4.<\/span> <\/p>\n
 #produce residual vs. fitted plot<\/span>\nplot(fitted(model), res)\n\n#add a horizontal line at 0<\/span> \nabline(0,0)\n<\/strong><\/pre>\n
\"R\uc758<\/p>\n
 x\ucd95\uc740 \uc801\ud569\uce58\ub97c \ud45c\uc2dc\ud558\uace0 y\ucd95\uc740 \uc794\ucc28\ub97c \ud45c\uc2dc\ud569\ub2c8\ub2e4. \uadf8\ub798\ud504\uc5d0\uc11c \uc6b0\ub9ac\ub294 \uc801\ud569\uce58\uac00 \ub192\uc744\uc218\ub85d \uc794\ucc28 \ubd84\ud3ec\uac00 \ub192\uc544\uc9c0\ub294 \uacbd\ud5a5\uc774 \uc788\uc74c\uc744 \uc54c \uc218 \uc788\uc9c0\ub9cc \uc774\ub294 \ubaa8\ub378\uc744 \ubcc0\uacbd\ud574\uc57c \ud560 \ub9cc\ud07c \uc2ec\uac01\ud574 \ubcf4\uc774\uc9c0\ub294 \uc54a\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n
 3\ub2e8\uacc4: QQ \ud50c\ub86f\uc744 \uc0dd\uc131\ud569\ub2c8\ub2e4.<\/strong><\/span><\/p>\n
 \uc794\ucc28\uac00 \uc815\uaddc \ubd84\ud3ec\ub97c \ub530\ub974\ub294\uc9c0 \uc5ec\ubd80\ub97c \uacb0\uc815\ud558\ub294 \ub370 \uc720\uc6a9\ud55c QQ \ud50c\ub86f\uc744 \uc0dd\uc131\ud560 \uc218\ub3c4 \uc788\uc2b5\ub2c8\ub2e4. \ud50c\ub86f\uc758 \ub370\uc774\ud130 \uac12\uc774 45\ub3c4 \uac01\ub3c4\ub85c \ub300\ub7b5 \uc9c1\uc120\uc744 \ub530\ub974\ub294 \uacbd\uc6b0 \ub370\uc774\ud130\ub294 \uc815\uaddc \ubd84\ud3ec\ub97c \ub530\ub985\ub2c8\ub2e4.<\/span> <\/p>\n
 #create QQ plot for residuals\n<\/span>qqnorm(res)\n\n#add a straight diagonal line to the plot<\/span>\nqqline(res) \n<\/strong><\/pre>\n
\"R\uc758<\/p>\n
 \uc794\ucc28\uac00 \uaf2c\ub9ac \uadfc\ucc98\uc758 \uc120\uc5d0\uc11c \uc57d\uac04 \ubc97\uc5b4\ub098\ub294 \uacbd\ud5a5\uc774 \uc788\ub294 \uac83\uc744 \ubcfc \uc218 \uc788\ub294\ub370, \uc774\ub294 \uc815\uaddc \ubd84\ud3ec\uac00 \uc544\ub2d8\uc744 \ub098\ud0c0\ub0bc \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n
 4\ub2e8\uacc4: \ubc00\ub3c4 \ud50c\ub86f\uc744 \uc0dd\uc131\ud569\ub2c8\ub2e4.<\/strong><\/span><\/p>\n
 \ub610\ud55c \uc794\ucc28\uac00 \uc815\uaddc \ubd84\ud3ec\ub97c \ub530\ub974\ub294\uc9c0 \uc5ec\ubd80\ub97c \uc2dc\uac01\uc801\uc73c\ub85c \ud655\uc778\ud558\ub294 \ub370 \uc720\uc6a9\ud55c \ubc00\ub3c4 \ud50c\ub86f\uc744 \uc0dd\uc131\ud560 \uc218\ub3c4 \uc788\uc2b5\ub2c8\ub2e4. \ub3c4\ud45c\uac00 \ub300\ub7b5 \uc885 \ubaa8\uc591\uc778 \uacbd\uc6b0 \uc794\ucc28\ub294 \uc815\uaddc \ubd84\ud3ec\ub97c \ub530\ub97c \uac00\ub2a5\uc131\uc774 \ub192\uc2b5\ub2c8\ub2e4.<\/span> <\/p>\n
 #Create density plot of residuals<\/span>\nplot(density(res))\n<\/strong><\/pre>\n
\"R\uc758<\/p>\n
 \ubc00\ub3c4 \ud50c\ub86f\uc740 \uc57d\uac04 \uc624\ub978\ucabd\uc73c\ub85c \uae30\uc6b8\uc5b4\uc838 \uc788\uc9c0\ub9cc \ub300\ub7b5 \uc885 \ubaa8\uc591\uc744 \ub530\ub978\ub2e4\ub294 \uac83\uc744 \uc54c \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc5f0\uad6c \uc720\ud615\uc5d0 \ub530\ub77c \uc5f0\uad6c\uc790\ub294 \uc794\ucc28\uac00 \ubcf4\ub2e4 \uc815\uaddc \ubd84\ud3ec\ub97c \uac16\ub3c4\ub85d \ub370\uc774\ud130 \ubcc0\ud658\uc744 \uc218\ud589\ud558\uae30\ub85c \uacb0\uc815\ud560 \uc218\ub3c4 \uc788\uace0 \uacb0\uc815\ud558\uc9c0 \uc54a\uc744 \uc218\ub3c4 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n
 \ucd94\uac00 \ub9ac\uc18c\uc2a4<\/strong><\/span><\/h3>\n
 R\uc5d0\uc11c \ud45c\uc900\ud654 \uc794\ucc28\ub97c \uacc4\uc0b0\ud558\ub294 \ubc29\ubc95<\/a>
 R\uc5d0\uc11c \uc2a4\ud29c\ub358\ud2b8\ud654 \uc794\ucc28\ub97c \uacc4\uc0b0\ud558\ub294 \ubc29\ubc95<\/a>
 R\uc5d0\uc11c \uc794\ucc28 \ud788\uc2a4\ud1a0\uadf8\ub7a8\uc744 \ub9cc\ub4dc\ub294 \ubc29\ubc95<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"
\uc794\ucc28 \ub3c4\ud45c\ub294 \ud68c\uadc0 \ubd84\uc11d\uc758 \uc794\ucc28\uac00 \uc815\uaddc \ubd84\ud3ec\ub97c \ub530\ub974\ub294\uc9c0 \uc5ec\ubd80\uc640 \uc774\ubd84\uc0b0\uc131\uc744 \ub098\ud0c0\ub0b4\ub294\uc9c0 \uc5ec\ubd80\ub97c \ud3c9\uac00\ud558\ub294 \ub370 \uc790\uc8fc \uc0ac\uc6a9\ub429\ub2c8\ub2e4. \uc774 \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 R\uc5d0\uc11c \ud68c\uadc0 \ubaa8\ub378\uc5d0 \ub300\ud55c \uc794\ucc28 \ud50c\ub86f\uc744 \ub9cc\ub4dc\ub294 \ubc29\ubc95\uc744 \uc124\uba85\ud569\ub2c8\ub2e4. \uc608: R\uc758 \uc794\ucc28 \ub3c4\ud45c \uc774 \uc608\uc5d0\uc11c\ub294 mtcars \ub0b4\uc7a5 R \ub370\uc774\ud130 \uc138\ud2b8\ub97c \uc0ac\uc6a9\ud558\uc5ec \ud68c\uadc0 \ubaa8\ub378\uc744 \ub9de\ucd98 \ub2e4\uc74c \uc138 \uac00\uc9c0 \ub2e4\ub978 \uc794\ucc28 \ud50c\ub86f\uc744 \uc0dd\uc131\ud558\uc5ec \uc794\ucc28\ub97c \ubd84\uc11d\ud569\ub2c8\ub2e4. 1\ub2e8\uacc4: \ud68c\uadc0 \ubaa8\ub378\uc744 \uc801\ud569\uc2dc\ud0b5\ub2c8\ub2e4. […]<\/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-676","post","type-post","status-publish","format-standard","hentry","category-20"],"yoast_head":"\nR - Statorials\uc5d0\uc11c \uc794\ucc28 \ud50c\ub86f\uc744 \ub9cc\ub4dc\ub294 \ubc29\ubc95<\/title>\n<meta name=\"description\" content=\"\uba87 \uac00\uc9c0 \uc608\ub97c \ud3ec\ud568\ud558\uc5ec R\uc5d0\uc11c \uc794\ucc28 \ud50c\ub86f\uc744 \ub9cc\ub4dc\ub294 \ubc29\ubc95\uc5d0 \ub300\ud55c \uac04\ub2e8\ud55c \uc124\uba85\uc785\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\/\u110c\u1161\u11ab\u110b\u1167-\u110e\u116e\u110c\u1165\u11a8-r\/\" \/>\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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