{"id":2974,"date":"2023-07-19T19:57:01","date_gmt":"2023-07-19T19:57:01","guid":{"rendered":"https:\/\/statorials.org\/ko\/%e1%84%8c%e1%85%a9%e1%84%8c%e1%85%a5%e1%86%bc%e1%84%83%e1%85%ac%e1%86%ab-r-%e1%84%8c%e1%85%a6%e1%84%80%e1%85%a9%e1%86%b8-%e1%84%92%e1%85%a2%e1%84%89%e1%85%a5%e1%86%a8\/"},"modified":"2023-07-19T19:57:01","modified_gmt":"2023-07-19T19:57:01","slug":"%e1%84%8c%e1%85%a9%e1%84%8c%e1%85%a5%e1%86%bc%e1%84%83%e1%85%ac%e1%86%ab-r-%e1%84%8c%e1%85%a6%e1%84%80%e1%85%a9%e1%86%b8-%e1%84%92%e1%85%a2%e1%84%89%e1%85%a5%e1%86%a8","status":"publish","type":"post","link":"https:\/\/statorials.org\/ko\/%e1%84%8c%e1%85%a9%e1%84%8c%e1%85%a5%e1%86%bc%e1%84%83%e1%85%ac%e1%86%ab-r-%e1%84%8c%e1%85%a6%e1%84%80%e1%85%a9%e1%86%b8-%e1%84%92%e1%85%a2%e1%84%89%e1%85%a5%e1%86%a8\/","title":{"rendered":"\uc870\uc815\ub41c r-\uc81c\uacf1\uc744 \ud574\uc11d\ud558\ub294 \ubc29\ubc95(\uc608\uc81c \ud3ec\ud568)"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><a href=\"https:\/\/statorials.org\/ko\/\u1103\u1161\u110c\u116e\u11bc-\u1109\u1165\u11ab\u1112\u1167\u11bc-\u1112\u116c\u1100\u1171\/\" target=\"_blank\" rel=\"noopener\">\uc120\ud615 \ud68c\uadc0 \ubaa8\ub378\uc744<\/a> \ud53c\ud305\ud560 \ub54c \ubaa8\ub378\uc758 <strong>R \uc81c\uacf1<\/strong> \uac12\uc744 \uacc4\uc0b0\ud558\ub294 \uacbd\uc6b0\uac00 \ub9ce\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">R-\uc81c\uacf1 \uac12\uc740 \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 noreferrer\">\ubc18\uc751 \ubcc0\uc218<\/a> \uc758 \ubd84\uc0b0 \ube44\uc728\uc785\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">R \uc81c\uacf1 \uac12\uc740 0\uc5d0\uc11c 1\uae4c\uc9c0 \ub2e4\uc591\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>0<\/strong> \uac12\uc740 \ubc18\uc751 \ubcc0\uc218\uac00 \uc608\uce21 \ubcc0\uc218\ub85c \uc804\ud600 \uc124\uba85\ub420 \uc218 \uc5c6\uc74c\uc744 \ub098\ud0c0\ub0c5\ub2c8\ub2e4.<\/span><\/li>\n<li> <span style=\"color: #000000;\">\uac12 <strong>1<\/strong> \uc740 \ubc18\uc751 \ubcc0\uc218\uac00 \uc608\uce21 \ubcc0\uc218\uc5d0 \uc758\ud574 \uc644\ubcbd\ud558\uac8c \uc124\uba85\ub420 \uc218 \uc788\uc74c\uc744 \ub098\ud0c0\ub0c5\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\uc774 \uce21\uc815\ud56d\ubaa9\uc740 \ud68c\uadc0 \ubaa8\ub378\uc774 \ub370\uc774\ud130 \uc138\ud2b8\uc5d0 \uc5bc\ub9c8\ub098 \uc798 \ub9de\ub294\uc9c0 \ud3c9\uac00\ud558\ub294 \ub370 \uc77c\ubc18\uc801\uc73c\ub85c \uc0ac\uc6a9\ub418\uc9c0\ub9cc \uc2ec\uac01\ud55c \ub2e8\uc810\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<blockquote>\n<p> <span style=\"color: #000000;\"><strong>R-\uc81c\uacf1\uc758 \ub2e8\uc810:<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\">R-\uc81c\uacf1\uc740 \ud68c\uadc0 \ubaa8\ub378\uc5d0 \uc0c8\ub85c\uc6b4 \uc608\uce21 \ubcc0\uc218\uac00 \ucd94\uac00\ub418\uba74 \ud56d\uc0c1 \uc99d\uac00\ud569\ub2c8\ub2e4.<\/span><\/p>\n<\/blockquote>\n<p> <span style=\"color: #000000;\">\uc0c8\ub85c\uc6b4 \uc608\uce21 \ubcc0\uc218\uac00 \ubc18\uc751 \ubcc0\uc218\uc640 \uac70\uc758 \uad00\uacc4\uac00 \uc5c6\ub354\ub77c\ub3c4 \ubaa8\ub378\uc758 R \uc81c\uacf1 \uac12\uc740 \uc57d\uac04\uc774\ub77c\ub3c4 \uc99d\uac00\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc774\ub7ec\ud55c \uc774\uc720\ub85c \uc608\uce21 \ubcc0\uc218\uac00 \ub9ce\uc740 \ud68c\uadc0 \ubaa8\ub378\uc740 \ubaa8\ub378\uc774 \ub370\uc774\ud130\uc5d0 \uc798 \uc801\ud569\ud558\uc9c0 \uc54a\ub354\ub77c\ub3c4 \ub192\uc740 R-\uc81c\uacf1 \uac12\uc744 \uac00\uc9c8 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\ub2e4\ud589\uc2a4\ub7fd\uac8c\ub3c4 <strong>\uc870\uc815\ub41c R-\uc81c\uacf1\uc774\ub77c\ub294 R-\uc81c\uacf1<\/strong> \ub300\uc2e0 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \ubc29\ubc95\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>\uc870\uc815\ub41c R-\uc81c\uacf1\uc740<\/strong> \ud68c\uadc0 \ubaa8\ub378\uc758 \uc608\uce21 \ubcc0\uc218 \uc218\ub97c \uc870\uc815\ud558\ub294 R-\uc81c\uacf1\uc758 \uc218\uc815\ub41c \ubc84\uc804\uc785\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c\uacfc \uac19\uc774 \uacc4\uc0b0\ub429\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>\uc870\uc815\ub41c R <sup>2<\/sup> = 1 \u2013 [(1-R <sup>2<\/sup> )*(n-1)\/(nk-1)]<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\">\uae08:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>R <sup>2<\/sup><\/strong> : \ubaa8\ub378\uc758 R <sup>2<\/sup><\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>n<\/strong> : \uad00\uce21\uce58 \uc218<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>k<\/strong> : \uc608\uce21 \ubcc0\uc218\uc758 \uc218<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">R-\uc81c\uacf1\uc740 \ubaa8\ub378\uc5d0 \uc608\uce21 \ubcc0\uc218\ub97c \ucd94\uac00\ud558\uba74 \ud56d\uc0c1 \uc99d\uac00\ud558\ubbc0\ub85c \uc870\uc815\ub41c R-\uc81c\uacf1\uc740 <em>\ubaa8\ub378\uc758 \uc608\uce21 \ubcc0\uc218 \uc218\uc5d0 \ub530\ub77c \uc870\uc815\ub418\uc5b4<\/em> \ubaa8\ub378\uc774 \uc5bc\ub9c8\ub098 \uc720\uc6a9\ud55c\uc9c0 \uc54c\ub824\uc904 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<blockquote>\n<p> <span style=\"color: #000000;\"><strong>\uc870\uc815\ub41c R-\uc81c\uacf1\uc758 \uc7a5\uc810:<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc218\uc815\ub41c R-\uc81c\uacf1\uc740 \uc77c\ub828\uc758 \uc608\uce21 \ubcc0\uc218\uac00 <em>\ubaa8\ub378\uc758 \uc608\uce21 \ubcc0\uc218 \uc218\uc5d0 \ub9de\uac8c \uc870\uc815\ub41c<\/em> \ubc18\uc751 \ubcc0\uc218\uc758 \ubcc0\ub3d9\uc744 \uc5bc\ub9c8\ub098 \uc798 \uc124\uba85\ud560 \uc218 \uc788\ub294\uc9c0 \uc54c\ub824\uc90d\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uacc4\uc0b0 \ubc29\uc2dd\uc73c\ub85c \uc778\ud574 \uc870\uc815\ub41c R-\uc81c\uacf1\uc744 \uc0ac\uc6a9\ud558\uc5ec \ub2e4\uc591\ud55c \uc218\uc758 \uc608\uce21 \ubcc0\uc218\ub97c \uc0ac\uc6a9\ud558\uc5ec \ud68c\uadc0 \ubaa8\ub378\uc758 \uc801\ud569\uc131\uc744 \ube44\uad50\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<\/blockquote>\n<p> <span style=\"color: #000000;\">\uc218\uc815\ub41c R-\uc81c\uacf1\uc744 \ub354 \uc798 \uc774\ud574\ud558\ub824\uba74 \ub2e4\uc74c \uc608\ub97c \ucc38\uc870\ud558\uc138\uc694.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\uc608: \ud68c\uadc0 \ubaa8\ub378\uc758 \uc870\uc815\ub41c R-\uc81c\uacf1 \uc774\ud574<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\uad50\uc218\uac00 \uc218\uc5c5 \uc2dc\uac04\uacfc \ud604\uc7ac \uc131\uc801\uc774 \ud559\uc0dd\uc774 \ucd5c\uc885 \uc2dc\ud5d8\uc5d0\uc11c \ubc1b\ub294 \uc131\uc801\uc5d0 \uc5b4\ub5a4 \uc601\ud5a5\uc744 \ubbf8\uce58\ub294\uc9c0 \uc774\ud574\ud558\uae30 \uc704\ud574 \uc218\uc5c5 \uc2dc\uac04\uc5d0 \ud559\uc0dd\ub4e4\uc5d0 \ub300\ud55c \ub370\uc774\ud130\ub97c \uc218\uc9d1\ud558\uace0 \ub2e4\uc74c \ud68c\uadc0 \ubaa8\ub378\uc744 \uc801\uc6a9\ud55c\ub2e4\uace0 \uac00\uc815\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc2dc\ud5d8 \uc810\uc218 = \u03b2 <sub>0<\/sub> + \u03b2 <sub>1<\/sub> (\uacf5\ubd80\ud55c \uc2dc\uac04) + \u03b2 <sub>2<\/sub> (\ud604\uc7ac \uc131\uc801)<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc774 \ud68c\uadc0 \ubaa8\ub378\uc5d0 \ub2e4\uc74c \uce21\uc815\ud56d\ubaa9\uc774 \uc788\ub2e4\uace0 \uac00\uc815\ud574 \ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">R \uc81c\uacf1: <strong>0.955<\/strong><\/span><\/li>\n<li> <span style=\"color: #000000;\">\uc870\uc815\ub41c R-\uc81c\uacf1: <strong>0.946<\/strong><\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\uc774\uc81c \uad50\uc0ac\uac00 \uac01 \ud559\uc0dd\uc758 \uc2e0\ubc1c \uc0ac\uc774\uc988\ub77c\ub294 \ub610 \ub2e4\ub978 \ubcc0\uc218\uc5d0 \ub300\ud55c \ub370\uc774\ud130\ub97c \uc218\uc9d1\ud558\uae30\ub85c \uacb0\uc815\ud588\ub2e4\uace0 \uac00\uc815\ud574 \ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc774 \ubcc0\uc218\ub294 \ucd5c\uc885 \uc2dc\ud5d8 \uc131\uc801\uacfc \uc544\ubb34\ub7f0 \uad00\uacc4\uac00 \uc5c6\uc5b4\uc57c \ud558\uc9c0\ub9cc \uadf8\ub294 \ub2e4\uc74c \ud68c\uadc0 \ubaa8\ub378\uc744 \uc801\uc6a9\ud558\uae30\ub85c \uacb0\uc815\ud588\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc2dc\ud5d8 \uc810\uc218 = \u03b2 <sub>0<\/sub> + \u03b2 <sub>1<\/sub> (\uacf5\ubd80 \uc2dc\uac04) + \u03b2 <sub>2<\/sub> (\uc62c\ud574) + \u03b2 <sub>3<\/sub> (\uc2e0\ubc1c \uc0ac\uc774\uc988)<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc774 \ud68c\uadc0 \ubaa8\ub378\uc5d0 \ub2e4\uc74c \uce21\uc815\ud56d\ubaa9\uc774 \uc788\ub2e4\uace0 \uac00\uc815\ud574 \ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">R \uc81c\uacf1: <strong>0.965<\/strong><\/span><\/li>\n<li> <span style=\"color: #000000;\">\uc870\uc815\ub41c R-\uc81c\uacf1: <strong>0.902<\/strong><\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\uc774 \ub450 \ud68c\uadc0 \ubaa8\ub378 \uac01\uac01\uc5d0 \ub300\ud55c <strong>R \uc81c\uacf1<\/strong> \uac12\ub9cc \uc0b4\ud3b4\ubcf8\ub2e4\uba74 \ub450 \ubc88\uc9f8 \ubaa8\ub378\uc774 R \uc81c\uacf1 \uac12\uc774 \ub354 \ub192\uae30 \ub54c\ubb38\uc5d0 \uc0ac\uc6a9\ud558\ub294 \uac83\uc774 \ub354 \ub0ab\ub2e4\ub294 \uacb0\ub860\uc744 \ub0b4\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4!<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uadf8\ub7ec\ub098 <strong>\uc218\uc815\ub41c R-\uc81c\uacf1<\/strong> \uac12\uc744 \uc0b4\ud3b4\ubcf4\uba74 \ub2e4\ub978 \uacb0\ub860\uc5d0 \ub3c4\ub2ec\ud569\ub2c8\ub2e4. \uc218\uc815\ub41c R-\uc81c\uacf1 \uac12\uc774 \ub354 \ub192\uae30 \ub54c\ubb38\uc5d0 \uccab \ubc88\uc9f8 \ubaa8\ub378\uc744 \uc0ac\uc6a9\ud558\ub294 \uac83\uc774 \ub354 \uc88b\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\ub450 \ubc88\uc9f8 \ubaa8\ub378\uc740 \uccab \ubc88\uc9f8 \ubaa8\ub378\ubcf4\ub2e4 \uc608\uce21 \ubcc0\uc218\uac00 \ub354 \ub9ce\uae30 \ub54c\ubb38\uc5d0 R-\uc81c\uacf1 \uac12\uc774 \ub354 \ub192\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uadf8\ub7ec\ub098 \uc6b0\ub9ac\uac00 \ucd94\uac00\ud55c \uc608\uce21 \ubcc0\uc218(\uc2e0\ubc1c \uc0ac\uc774\uc988)\ub294 \ucd5c\uc885 \uc2dc\ud5d8 \uc810\uc218\ub97c \uc608\uce21\ud558\ub294 \ub370 \uc801\ud569\ud558\uc9c0 \uc54a\uc558\uc73c\ubbc0\ub85c \uc870\uc815\ub41c R \uc81c\uacf1 \uac12\uc740 \uc774 \uc608\uce21 \ubcc0\uc218\ub97c \ucd94\uac00\ud558\ub294 \ubaa8\ub378\uc5d0 \ubd88\uc774\uc775\uc744 \uac00\ud588\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc774 \uc608\uc5d0\uc11c\ub294 \ub2e4\uc591\ud55c \uc218\uc758 \uc608\uce21 \ubcc0\uc218\ub97c \uc0ac\uc6a9\ud558\uc5ec \ud68c\uadc0 \ubaa8\ub378\uc758 \uc801\ud569\uc131\uc744 \ube44\uad50\ud560 \ub54c \uc870\uc815\ub41c R-\uc81c\uacf1\uc774 \ub354 \ub098\uc740 \uce21\uc815\ud56d\ubaa9\uc778 \uc774\uc720\ub97c \ubcf4\uc5ec\uc90d\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;\">\ub2e4\uc74c \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 \ub2e4\uc591\ud55c \ud1b5\uacc4 \uc18c\ud504\ud2b8\uc6e8\uc5b4\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc870\uc815\ub41c R \uc81c\uacf1 \uac12\uc744 \uacc4\uc0b0\ud558\ub294 \ubc29\ubc95\uc744 \uc124\uba85\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p> <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\/r-square-excel\u110b\u1175-\u110c\u1169\u110c\u1165\u11bc\u1103\u116c\u11b8\u1102\u1175\u1103\u1161.\/\" target=\"_blank\" rel=\"noopener\">Excel\uc5d0\uc11c \uc870\uc815\ub41c R \uc81c\uacf1\uc744 \uacc4\uc0b0\ud558\ub294 \ubc29\ubc95<\/a><br \/> <a href=\"https:\/\/statorials.org\/ko\/python\u110b\u1174-r-\u1109\u1161\u1100\u1161\u11a8\u1112\u1167\u11bc\u110b\u1175-\u110c\u1169\u110c\u1165\u11bc\u1103\u116c\u11b8\u1102\u1175\u1103\u1161.\/\" target=\"_blank\" rel=\"noopener\">Python\uc5d0\uc11c \uc870\uc815\ub41c R-\uc81c\uacf1\uc744 \uacc4\uc0b0\ud558\ub294 \ubc29\ubc95<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\uc120\ud615 \ud68c\uadc0 \ubaa8\ub378\uc744 \ud53c\ud305\ud560 \ub54c \ubaa8\ub378\uc758 R \uc81c\uacf1 \uac12\uc744 \uacc4\uc0b0\ud558\ub294 \uacbd\uc6b0\uac00 \ub9ce\uc2b5\ub2c8\ub2e4. R-\uc81c\uacf1 \uac12\uc740 \ubaa8\ub378\uc758 \uc608\uce21 \ubcc0\uc218\ub85c \uc124\uba85\ud560 \uc218 \uc788\ub294 \ubc18\uc751 \ubcc0\uc218 \uc758 \ubd84\uc0b0 \ube44\uc728\uc785\ub2c8\ub2e4. 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