{"id":1271,"date":"2023-07-27T01:35:57","date_gmt":"2023-07-27T01:35:57","guid":{"rendered":"https:\/\/statorials.org\/ko\/r%e1%84%8b%e1%85%b4-%e1%84%92%e1%85%b4%e1%86%ab%e1%84%89%e1%85%a2%e1%86%a8-%e1%84%90%e1%85%a6%e1%84%89%e1%85%b3%e1%84%90%e1%85%b3\/"},"modified":"2023-07-27T01:35:57","modified_gmt":"2023-07-27T01:35:57","slug":"r%e1%84%8b%e1%85%b4-%e1%84%92%e1%85%b4%e1%86%ab%e1%84%89%e1%85%a2%e1%86%a8-%e1%84%90%e1%85%a6%e1%84%89%e1%85%b3%e1%84%90%e1%85%b3","status":"publish","type":"post","link":"https:\/\/statorials.org\/ko\/r%e1%84%8b%e1%85%b4-%e1%84%92%e1%85%b4%e1%86%ab%e1%84%89%e1%85%a2%e1%86%a8-%e1%84%90%e1%85%a6%e1%84%89%e1%85%b3%e1%84%90%e1%85%b3\/","title":{"rendered":"R\uc5d0\uc11c white\uc758 \ud14c\uc2a4\ud2b8\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95(\uc608\uc81c \ud3ec\ud568)"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><strong>White\uc758 \ud14c\uc2a4\ud2b8\ub294<\/strong> \ud68c\uadc0 \ubaa8\ub378\uc5d0 <a href=\"https:\/\/statorials.org\/ko\/\u110b\u1175\u1107\u116e\u11ab\u1109\u1161\u11ab\u1109\u1165\u11bc-\u1112\u116c\u1100\u1171\/\" target=\"_blank\" rel=\"noopener\">\uc774\ubd84\uc0b0\uc131\uc774<\/a> \uc874\uc7ac\ud558\ub294\uc9c0 \uc5ec\ubd80\ub97c \ud655\uc778\ud558\ub294 \ub370 \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc774\ubd84\uc0b0\uc131\uc740 \ud68c\uadc0 \ubaa8\ub378\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> \uc758 \ub2e4\uc591\ud55c \uc218\uc900\uc5d0\uc11c <a href=\"https:\/\/statorials.org\/ko\/\u110c\u1161\u11ab\u110b\u1167\u1106\u116e\u11af\/\" target=\"_blank\" rel=\"noopener\">\uc794\ucc28\uac00<\/a> \uace0\ub974\uc9c0 \uc54a\uac8c \ubd84\uc0b0\ub418\ub294 \uac83\uc744 \uc758\ubbf8\ud558\uba70, \uc774\ub294 \uc794\ucc28\uac00 \ubc18\uc751 \ubcc0\uc218\uc758 \uac01 \uc218\uc900\uc5d0\uc11c \ub3d9\uc77c\ud558\uac8c \ubd84\uc0b0\ub41c\ub2e4\ub294 <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\ub97c \uc704\ubc18\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc774 \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 \uc8fc\uc5b4\uc9c4 \ud68c\uadc0 \ubaa8\ub378\uc5d0\uc11c \uc774\ubd84\uc0b0\uc131\uc774 \ubb38\uc81c\uc778\uc9c0 \uc5ec\ubd80\ub97c \ud655\uc778\ud558\uae30 \uc704\ud574 R\uc5d0\uc11c White \ud14c\uc2a4\ud2b8\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95\uc744 \uc124\uba85\ud569\ub2c8\ub2e4.<\/span><\/p>\n<h3> <strong>\uc608: R\uc758 \ud770\uc0c9 \ud14c\uc2a4\ud2b8<\/strong><\/h3>\n<p> <span style=\"color: #000000;\">\uc774 \uc608\uc5d0\uc11c\ub294 mtcars \ub0b4\uc7a5 R \ub370\uc774\ud130 \uc138\ud2b8\ub97c \uc0ac\uc6a9\ud558\uc5ec <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> \ud53c\ud305\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\ubaa8\ub378\uc744 \ud53c\ud305\ud55c \ud6c4\uc5d0\ub294 <strong>lmtest<\/strong> \ub77c\uc774\ube0c\ub7ec\ub9ac\uc758 <strong>bpttest<\/strong> \ud568\uc218\ub97c \uc0ac\uc6a9\ud558\uc5ec White \ud14c\uc2a4\ud2b8\ub97c \uc218\ud589\ud558\uc5ec \uc774\ubd84\uc0b0\uc131\uc774 \uc874\uc7ac\ud558\ub294\uc9c0 \ud655\uc778\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>1\ub2e8\uacc4: \ud68c\uadc0 \ubaa8\ub378\uc744 \ud53c\ud305\ud569\ub2c8\ub2e4.<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\">\uba3c\uc800 <strong>mpg\ub97c<\/strong> \uc751\ub2f5 \ubcc0\uc218\ub85c \uc0ac\uc6a9\ud558\uace0 <strong>disp<\/strong> \uc640 <strong>hp\ub97c<\/strong> \ub450 \uc124\uba85 \ubcc0\uc218\ub85c \uc0ac\uc6a9\ud558\uc5ec \ud68c\uadc0 \ubaa8\ub378\uc744 \ud53c\ud305\ud569\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #e5e5e5; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#load the dataset<\/span>\ndata(mtcars)\n\n<span style=\"color: #008080;\">#fit a regression model<\/span>\nmodel &lt;- lm(mpg~disp+hp, data=mtcars)\n\n<span style=\"color: #008080;\">#view model summary\n<\/span>summary(model)\n\nCoefficients:\n             Estimate Std. Error t value Pr(&gt;|t|)    \n(Intercept) 30.735904 1.331566 23.083 &lt; 2nd-16 ***\navailable -0.030346 0.007405 -4.098 0.000306 ***\nhp -0.024840 0.013385 -1.856 0.073679 .  \n---\nSignificant. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1\n\nResidual standard error: 3.127 on 29 degrees of freedom\nMultiple R-squared: 0.7482, Adjusted R-squared: 0.7309 \nF-statistic: 43.09 on 2 and 29 DF, p-value: 2.062e-09\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><strong>2\ub2e8\uacc4: White\uc758 \ud14c\uc2a4\ud2b8\ub97c \uc218\ud589\ud569\ub2c8\ub2e4.<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c\uc73c\ub85c, \uc774\ubd84\uc0b0\uc131\uc774 \uc874\uc7ac\ud558\ub294\uc9c0 \ud655\uc778\ud558\uae30 \uc704\ud574 \ub2e4\uc74c \uad6c\ubb38\uc744 \uc0ac\uc6a9\ud558\uc5ec White\uc758 \ud14c\uc2a4\ud2b8\ub97c \uc218\ud589\ud569\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #e5e5e5; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#load lmtest library<\/span>\nlibrary(lmtest)\n\n<span style=\"color: #008080;\">#perform White's test<\/span>\nbptest(model, ~ disp*hp + I(disp^2) + I(hp^2), data = mtcars)\n\n\tstudentized Breusch-Pagan test\n\ndata: model\nBP = 7.0766, df = 5, p-value = 0.215\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\uacb0\uacfc\ub97c \ud574\uc11d\ud558\ub294 \ubc29\ubc95\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">\uac80\uc815 \ud1b5\uacc4\ub7c9\uc740 <sup>X2<\/sup> = <strong>7.0766<\/strong> \uc785\ub2c8\ub2e4.<\/span><\/li>\n<li> <span style=\"color: #000000;\">\uc790\uc720\ub3c4\ub294 <strong>5<\/strong> \uc785\ub2c8\ub2e4.<\/span><\/li>\n<li> <span style=\"color: #000000;\">\ud574\ub2f9 p-\uac12\uc740 <strong>0.215<\/strong> \uc785\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">White \ud14c\uc2a4\ud2b8\uc5d0\uc11c\ub294 \ub2e4\uc74c\uacfc \uac19\uc740 \uadc0\ubb34 \uac00\uc124\uacfc \ub300\ub9bd \uac00\uc124\uc744 \uc0ac\uc6a9\ud569\ub2c8\ub2e4.<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>Null (H <sub>0<\/sub> )<\/strong> : \ub3d9\ubd84\uc0b0\uc131\uc774 \uc874\uc7ac\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>\ub300\uc548( <sub>HA<\/sub> ):<\/strong> \uc774\ubd84\uc0b0\uc131\uc774 \uc874\uc7ac\ud569\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">p-\uac12\uc774 0.05 \uc774\uc0c1\uc774\ubbc0\ub85c \uadc0\ubb34\uac00\uc124\uc744 \uae30\uac01\ud560 \uc218 \uc5c6\uc2b5\ub2c8\ub2e4. \ud68c\uadc0 \ubaa8\ub378\uc5d0 \uc774\ubd84\uc0b0\uc131\uc774 \uc874\uc7ac\ud55c\ub2e4\uace0 \uc8fc\uc7a5\ud560 \uc218 \uc788\ub294 \ucda9\ubd84\ud55c \uc99d\uac70\uac00 \uc5c6\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<h3> <strong>\ub2e4\uc74c\uc5d0 \ubb34\uc5c7\uc744\ud560\uc9c0<\/strong><\/h3>\n<p> <span style=\"color: #000000;\">White \uac80\uc815\uc758 \uadc0\ubb34 \uac00\uc124\uc744 \uae30\uac01\ud558\uc9c0 \ubabb\ud558\uba74 \uc774\ubd84\uc0b0\uc131\uc774 \uc874\uc7ac\ud558\uc9c0 \uc54a\uc73c\uba70 \uacc4\uc18d\ud574\uc11c \uc6d0\ub798 \ud68c\uadc0 \uacb0\uacfc\ub97c \ud574\uc11d\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uadf8\ub7ec\ub098 \uadc0\ubb34 \uac00\uc124\uc744 \uae30\uac01\ud558\uba74 \ub370\uc774\ud130\uc5d0 \uc774\ubd84\uc0b0\uc131\uc774 \uc874\uc7ac\ud55c\ub2e4\ub294 \uc758\ubbf8\uc785\ub2c8\ub2e4. \uc774 \uacbd\uc6b0 \ud68c\uadc0 \ucd9c\ub825 \ud14c\uc774\ube14\uc5d0 \ud45c\uc2dc\ub418\ub294 \ud45c\uc900 \uc624\ub958\ub294 \uc2e0\ub8b0\ud560 \uc218 \uc5c6\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc774 \ubb38\uc81c\ub97c \ud574\uacb0\ud558\ub294 \uba87 \uac00\uc9c0 \uc77c\ubc18\uc801\uc778 \ubc29\ubc95\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>1. \ubc18\uc751 \ubcc0\uc218\ub97c \ubcc0\ud658\ud569\ub2c8\ub2e4.<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc608\ub97c \ub4e4\uc5b4 \uc751\ub2f5 \ubcc0\uc218\uc758 <a href=\"https:\/\/statorials.org\/ko\/\u1103\u1166\u110b\u1175\u1110\u1165\u1105\u1173\u11af-r\u1105\u1169-\u1107\u1167\u11ab\u1112\u116a\u11ab\/\" target=\"_blank\" rel=\"noopener\">\ub85c\uadf8, \uc81c\uacf1\uadfc \ub610\ub294 \uc138\uc81c\uacf1\uadfc\uc744<\/a> \ucde8\ud558\ub294 \ub4f1 \uc751\ub2f5 \ubcc0\uc218\uc5d0 \ub300\ud55c \ubcc0\ud658\uc744 \uc218\ud589\ud574 \ubcfc \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc77c\ubc18\uc801\uc73c\ub85c \uc774\ub85c \uc778\ud574 \uc774\ubd84\uc0b0\uc131\uc774 \uc0ac\ub77c\uc9c8 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>2. \uac00\uc911 \ud68c\uadc0\ub97c \uc0ac\uc6a9\ud558\uc2ed\uc2dc\uc624.<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\"><a href=\"https:\/\/statorials.org\/ko\/r\u110b\u1174-\u1100\u1161\u110c\u116e\u11bc-\u110e\u116c\u1109\u1169-\u110c\u1166\u1100\u1169\u11b8\/\" target=\"_blank\" rel=\"noopener\">\uac00\uc911 \ud68c\uadc0\ub294<\/a> \uc801\ud569\uce58\uc758 \ubd84\uc0b0\uc744 \uae30\ubc18\uc73c\ub85c \uac01 \ub370\uc774\ud130 \ud3ec\uc778\ud2b8\uc5d0 \uac00\uc911\uce58\ub97c \ud560\ub2f9\ud569\ub2c8\ub2e4. \ubcf8\uc9c8\uc801\uc73c\ub85c \uc774\ub294 \ubd84\uc0b0\uc774 \ub354 \ub192\uc740 \ub370\uc774\ud130 \ud3ec\uc778\ud2b8\uc5d0 \ub0ae\uc740 \uac00\uc911\uce58\ub97c \ubd80\uc5ec\ud558\uc5ec \uc794\ucc28 \uc81c\uacf1\uc744 \uc904\uc785\ub2c8\ub2e4. \uc801\uc808\ud55c \uac00\uc911\uce58\ub97c \uc0ac\uc6a9\ud558\uba74 \uc774\ubd84\uc0b0\uc131 \ubb38\uc81c\ub97c \ud574\uacb0\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>White\uc758 \ud14c\uc2a4\ud2b8\ub294 \ud68c\uadc0 \ubaa8\ub378\uc5d0 \uc774\ubd84\uc0b0\uc131\uc774 \uc874\uc7ac\ud558\ub294\uc9c0 \uc5ec\ubd80\ub97c \ud655\uc778\ud558\ub294 \ub370 \uc0ac\uc6a9\ub429\ub2c8\ub2e4. \uc774\ubd84\uc0b0\uc131\uc740 \ud68c\uadc0 \ubaa8\ub378\uc5d0\uc11c \ubc18\uc751 \ubcc0\uc218 \uc758 \ub2e4\uc591\ud55c \uc218\uc900\uc5d0\uc11c \uc794\ucc28\uac00 \uace0\ub974\uc9c0 \uc54a\uac8c \ubd84\uc0b0\ub418\ub294 \uac83\uc744 \uc758\ubbf8\ud558\uba70, \uc774\ub294 \uc794\ucc28\uac00 \ubc18\uc751 \ubcc0\uc218\uc758 \uac01 \uc218\uc900\uc5d0\uc11c \ub3d9\uc77c\ud558\uac8c \ubd84\uc0b0\ub41c\ub2e4\ub294 \uc120\ud615 \ud68c\uadc0\uc758 \uc8fc\uc694 \uac00\uc815 \uc911 \ud558\ub098\ub97c \uc704\ubc18\ud569\ub2c8\ub2e4. \uc774 \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 \uc8fc\uc5b4\uc9c4 \ud68c\uadc0 \ubaa8\ub378\uc5d0\uc11c \uc774\ubd84\uc0b0\uc131\uc774 \ubb38\uc81c\uc778\uc9c0 \uc5ec\ubd80\ub97c \ud655\uc778\ud558\uae30 \uc704\ud574 R\uc5d0\uc11c White \ud14c\uc2a4\ud2b8\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95\uc744 \uc124\uba85\ud569\ub2c8\ub2e4. [&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-1271","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 White\uc758 \ud14c\uc2a4\ud2b8\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95(\uc608\uc81c \ud3ec\ud568)<\/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 White\uc758 \uc774\ubd84\uc0b0\uc131 \ud14c\uc2a4\ud2b8\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\" 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