{"id":1747,"date":"2023-07-25T03:40:00","date_gmt":"2023-07-25T03:40:00","guid":{"rendered":"https:\/\/statorials.org\/ko\/r%e1%84%8b%e1%85%a6%e1%84%89%e1%85%a5-%e1%84%87%e1%85%a9%e1%84%85%e1%85%a1%e1%84%89%e1%85%a2%e1%86%a8-cp%e1%84%85%e1%85%b3%e1%86%af-%e1%84%80%e1%85%a8%e1%84%89%e1%85%a1%e1%86%ab%e1%84%92%e1%85%a1\/"},"modified":"2023-07-25T03:40:00","modified_gmt":"2023-07-25T03:40:00","slug":"r%e1%84%8b%e1%85%a6%e1%84%89%e1%85%a5-%e1%84%87%e1%85%a9%e1%84%85%e1%85%a1%e1%84%89%e1%85%a2%e1%86%a8-cp%e1%84%85%e1%85%b3%e1%86%af-%e1%84%80%e1%85%a8%e1%84%89%e1%85%a1%e1%86%ab%e1%84%92%e1%85%a1","status":"publish","type":"post","link":"https:\/\/statorials.org\/ko\/r%e1%84%8b%e1%85%a6%e1%84%89%e1%85%a5-%e1%84%87%e1%85%a9%e1%84%85%e1%85%a1%e1%84%89%e1%85%a2%e1%86%a8-cp%e1%84%85%e1%85%b3%e1%86%af-%e1%84%80%e1%85%a8%e1%84%89%e1%85%a1%e1%86%ab%e1%84%92%e1%85%a1\/","title":{"rendered":"R\uc5d0\uc11c \ubcf4\ub77c\uc0c9 &#39;cp\ub97c \uacc4\uc0b0\ud558\ub294 \ubc29\ubc95"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\ud68c\uadc0 \ubd84\uc11d\uc5d0\uc11c <a href=\"https:\/\/statorials.org\/ko\/\u1107\u1169\u1105\u1161\u1109\u1162\u11a8-cp\/\" target=\"_blank\" rel=\"noopener\">Mallows Cp\ub294<\/a> \uc5ec\ub7ec \uc7a0\uc7ac\uc801 \ubaa8\ub378 \uc911\uc5d0\uc11c \uac00\uc7a5 \uc88b\uc740 \ud68c\uadc0 \ubaa8\ub378\uc744 \uc120\ud0dd\ud558\ub294 \ub370 \uc0ac\uc6a9\ub418\ub294 \uba54\ud2b8\ub9ad\uc785\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><em>p<\/em> +1\uc5d0 \uac00\uae4c\uc6b4 \uac00\uc7a5 \ub0ae\uc740 Cp \uac12\uc744 \uac16\ub294 \ubaa8\ub378\uc744 \uc2dd\ubcc4\ud558\uc5ec &#8220;\ucd5c\uc0c1\uc758&#8221; \ud68c\uadc0 \ubaa8\ub378\uc744 \uc2dd\ubcc4\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc5ec\uae30\uc11c <em>p<\/em> \ub294 \ubaa8\ub378\uc758 \uc608\uce21 \ubcc0\uc218 \uc218\uc785\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">R\uc5d0\uc11c Mallows\uc758 Cp\ub97c \uacc4\uc0b0\ud558\ub294 \uac00\uc7a5 \uc26c\uc6b4 \ubc29\ubc95\uc740 <strong>olsrr<\/strong> \ud328\ud0a4\uc9c0\uc758 <a href=\"https:\/\/www.rdocumentation.org\/packages\/olsrr\/versions\/0.5.3\/topics\/ols_mallows_cp\" target=\"_blank\" rel=\"noopener\">ols_mallows_cp()<\/a> \ud568\uc218\ub97c \uc0ac\uc6a9\ud558\ub294 \uac83\uc785\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \uc608\uc5d0\uc11c\ub294 \uc774 \ud568\uc218\ub97c \uc0ac\uc6a9\ud558\uc5ec Mallows\uc758 Cp\ub97c \uacc4\uc0b0\ud558\uc5ec R\uc758 \uc5ec\ub7ec \uc7a0\uc7ac\uc801 \ubaa8\ub378 \uc911\uc5d0\uc11c \ucd5c\uc0c1\uc758 \ud68c\uadc0 \ubaa8\ub378\uc744 \uc120\ud0dd\ud558\ub294 \ubc29\ubc95\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\uc608: R\uc758 Mallows Cp \uacc4\uc0b0<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\"><strong>mtcars<\/strong> \ub370\uc774\ud130\uc138\ud2b8\uc758 \ubcc0\uc218\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc138 \uac00\uc9c0 \ub2e4\ub978 \ub2e4\uc911 \uc120\ud615 \ud68c\uadc0 \ubaa8\ub378\uc744 \uc801\ud569\ud654\ud55c\ub2e4\uace0 \uac00\uc815\ud574 \ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \ucf54\ub4dc\ub294 \ub2e4\uc74c \ud68c\uadc0 \ubaa8\ub378\uc744 \ub9de\ucd94\ub294 \ubc29\ubc95\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">\uc804\uccb4 \ubaa8\ub378\uc758 \uc608\uce21 \ubcc0\uc218: 10\uac1c \ubcc0\uc218<\/span><\/li>\n<li> <span style=\"color: #000000;\">\ubaa8\ub378 1\uc758 \uc608\uce21 \ubcc0\uc218: disp, hp, wt, qsec<\/span><\/li>\n<li> <span style=\"color: #000000;\">\ubaa8\ub378 2\uc758 \uc608\uce21 \ubcc0\uc218: disp, qsec<\/span><\/li>\n<li> <span style=\"color: #000000;\">\ubaa8\ub378 3\uc758 \uc608\uce21 \ubcc0\uc218: disp, wt<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \ucf54\ub4dc\ub294 \uc774\ub7ec\ud55c \uac01 \ud68c\uadc0 \ubaa8\ub378\uc744 \ud53c\ud305\ud558\uace0 <a href=\"https:\/\/www.rdocumentation.org\/packages\/olsrr\/versions\/0.5.3\/topics\/ols_mallows_cp\" target=\"_blank\" rel=\"noopener\">ols_mallows_cp()<\/a> \ud568\uc218\ub97c \uc0ac\uc6a9\ud558\uc5ec \uac01 \ubaa8\ub378\uc758 Mallows Cp\ub97c \uacc4\uc0b0\ud558\ub294 \ubc29\ubc95\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #993300;\">library<\/span> (olsrr)\n\n<span style=\"color: #008080;\">#fit full model\n<\/span>full_model &lt;- lm(mpg ~ ., data = mtcars)\n\n<span style=\"color: #008080;\">#fit three smaller models\n<\/span>model1 &lt;- lm(mpg ~ disp + hp + wt + qsec, data = mtcars)\nmodel2 &lt;- lm(mpg ~ disp + qsec, data = mtcars)\nmodel3 &lt;- lm(mpg ~ disp + wt, data = mtcars)\n\n<span style=\"color: #008080;\">#calculate Mallows' Cp for each model\n<\/span>ols_mallows_cp(model1, full_model)\n\n[1] 4.430434\n\nols_mallows_cp(model2, full_model)\n\n[1] 18.64082\n\nols_mallows_cp(model3, full_model)\n\n[1] 9.122225\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;\">\ubaa8\ub378 1: <em>p<\/em> + 1 = 5, Mallows Cp = 4.43<\/span><\/li>\n<li> <span style=\"color: #000000;\">\ubaa8\ub378 2: <em>p<\/em> + 1 = 3, Mallows Cp = 18.64<\/span><\/li>\n<li> <span style=\"color: #000000;\">\ubaa8\ub378 3: <em>p<\/em> + 1 = 30, Mallows Cp = 9.12<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\ubaa8\ub378 1\uc774 <em>p<\/em> + 1\uc5d0 \uac00\uc7a5 \uac00\uae4c\uc6b4 Mallows&#8217; Cp \uac12\uc744 \uac16\uace0 \uc788\uc74c\uc744 \uc54c \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub294 \uc774 \ubaa8\ub378\uc774 \uc138 \uac00\uc9c0 \uc7a0\uc7ac\uc801 \ubaa8\ub378 \uc911\uc5d0\uc11c \ud3b8\ud5a5\uc774 \uac00\uc7a5 \uc801\uc740 \ucd5c\uc0c1\uc758 \ubaa8\ub378\uc784\uc744 \ub098\ud0c0\ub0c5\ub2c8\ub2e4.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Cp des Mauves\uc5d0 \ub300\ud55c \ucc38\uace0 \uc0ac\ud56d<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Mallows Cp\uc5d0 \ub300\ud574 \uba85\uc2ec\ud574\uc57c \ud560 \uc0ac\ud56d\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">\uac01 \uc7a0\uc7ac\uc801 \ubaa8\ub378\uc758 Mallows Cp \uac12\uc774 \ub192\uc740 \uacbd\uc6b0 \uc774\ub294 \uc77c\ubd80 \uc911\uc694\ud55c \uc608\uce21 \ubcc0\uc218\uac00 \uac01 \ubaa8\ub378\uc5d0\uc11c \ub204\ub77d\ub418\uc5c8\uc744 \uac00\ub2a5\uc131\uc774 \uc788\uc74c\uc744 \ub098\ud0c0\ub0c5\ub2c8\ub2e4.<\/span><\/li>\n<li> <span style=\"color: #000000;\">\uc5ec\ub7ec \uc7a0\uc7ac\uc801 \ubaa8\ub378\uc758 Mallow&#8217;s Cp \uac12\uc774 \ub0ae\uc740 \uacbd\uc6b0 \uac00\uc7a5 \ub0ae\uc740 \uac12\uc744 \uac16\ub294 \ubaa8\ub378\uc744 \uc0ac\uc6a9\ud558\uae30\uc5d0 \uac00\uc7a5 \uc801\ud569\ud55c \ubaa8\ub378\ub85c \uc120\ud0dd\ud569\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">Mallows\uc758 Cp\ub294 \uc5ec\ub7ec \uc7a0\uc7ac\uc801 \ubaa8\ub378 \uc911\uc5d0\uc11c &#8220;\ucd5c\uace0\uc758&#8221; \ud68c\uadc0 \ubaa8\ub378\uc744 \uc2dd\ubcc4\ud558\ub294 \ud55c \uac00\uc9c0 \ubc29\ubc95\uc77c \ubfd0\uc774\ub77c\ub294 \uc810\uc744 \uba85\uc2ec\ud558\uc2ed\uc2dc\uc624.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc77c\ubc18\uc801\uc73c\ub85c \uc0ac\uc6a9\ub418\ub294 \ub610 \ub2e4\ub978 \uce21\uc815\uac12\uc740 \uc218\uc815\ub41c R-\uc81c\uacf1\uc785\ub2c8\ub2e4. \uc774\ub294 \ubaa8\ub378\uc758 \uc608\uce21 \ubcc0\uc218\ub85c \uc124\uba85\ud560 \uc218 \uc788\ub294 <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 \ubd84\uc0b0 \ube44\uc728\uc744 \uc0ac\uc6a9\ub41c \uc608\uce21 \ubcc0\uc218\uc758 \uc218\uc5d0 \ub9de\uac8c \uc870\uc815\ud55c \uac12\uc744 \uc54c\ub824\uc90d\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc5ec\ub7ec \ubaa8\ub378 \ubaa9\ub85d \uc911\uc5d0\uc11c \uc5b4\ub5a4 \ud68c\uadc0 \ubaa8\ub378\uc774 \uac00\uc7a5 \uc88b\uc740\uc9c0 \uacb0\uc815\ud558\ub824\uba74 Mallows\uc758 Cp\uc640 \uc218\uc815\ub41c R-\uc81c\uacf1\uc744 \ubaa8\ub450 \uc0b4\ud3b4\ubcf4\ub294 \uac83\uc774 \uc88b\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\ucd94\uac00 \ub9ac\uc18c\uc2a4<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\"><a href=\"https:\/\/statorials.org\/ko\/r\u110b\u1166-\u1106\u1161\u11bd\u1102\u1173\u11ab-r-\u110c\u1166\u1100\u1169\u11b8\/\" target=\"_blank\" rel=\"noopener\">R\uc5d0\uc11c \uc870\uc815\ub41c R-\uc81c\uacf1\uc744 \uacc4\uc0b0\ud558\ub294 \ubc29\ubc95<\/a><br \/> <a href=\"https:\/\/statorials.org\/ko\/aic\u110b\u1166\u1109\u1165-r\u1105\u1169\/\" target=\"_blank\" rel=\"noopener\">R\uc5d0\uc11c AIC\ub97c \uacc4\uc0b0\ud558\ub294 \ubc29\ubc95<\/a><br \/><\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\ud68c\uadc0 \ubd84\uc11d\uc5d0\uc11c Mallows Cp\ub294 \uc5ec\ub7ec \uc7a0\uc7ac\uc801 \ubaa8\ub378 \uc911\uc5d0\uc11c \uac00\uc7a5 \uc88b\uc740 \ud68c\uadc0 \ubaa8\ub378\uc744 \uc120\ud0dd\ud558\ub294 \ub370 \uc0ac\uc6a9\ub418\ub294 \uba54\ud2b8\ub9ad\uc785\ub2c8\ub2e4. p +1\uc5d0 \uac00\uae4c\uc6b4 \uac00\uc7a5 \ub0ae\uc740 Cp \uac12\uc744 \uac16\ub294 \ubaa8\ub378\uc744 \uc2dd\ubcc4\ud558\uc5ec &#8220;\ucd5c\uc0c1\uc758&#8221; \ud68c\uadc0 \ubaa8\ub378\uc744 \uc2dd\ubcc4\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc5ec\uae30\uc11c p \ub294 \ubaa8\ub378\uc758 \uc608\uce21 \ubcc0\uc218 \uc218\uc785\ub2c8\ub2e4. R\uc5d0\uc11c Mallows\uc758 Cp\ub97c \uacc4\uc0b0\ud558\ub294 \uac00\uc7a5 \uc26c\uc6b4 \ubc29\ubc95\uc740 olsrr \ud328\ud0a4\uc9c0\uc758 ols_mallows_cp() \ud568\uc218\ub97c \uc0ac\uc6a9\ud558\ub294 \uac83\uc785\ub2c8\ub2e4. \ub2e4\uc74c \uc608\uc5d0\uc11c\ub294 \uc774 [&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-1747","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 Mallows Cp\ub97c \uacc4\uc0b0\ud558\ub294 \ubc29\ubc95 - Statorials<\/title>\n<meta name=\"description\" content=\"\uc774 \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 \ub2e8\uacc4\ubcc4 \uc608\uc81c\ub97c \ud1b5\ud574 R\uc5d0\uc11c Mallows Cp\ub97c \uacc4\uc0b0\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\u1166\u1109\u1165-\u1107\u1169\u1105\u1161\u1109\u1162\u11a8-cp\u1105\u1173\u11af-\u1100\u1168\u1109\u1161\u11ab\u1112\u1161\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"R\uc5d0\uc11c Mallows Cp\ub97c \uacc4\uc0b0\ud558\ub294 \ubc29\ubc95 - 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