{"id":1179,"date":"2023-07-27T09:25:17","date_gmt":"2023-07-27T09:25:17","guid":{"rendered":"https:\/\/statorials.org\/ko\/%e1%84%8e%e1%85%ac%e1%84%89%e1%85%a1%e1%86%bc%e1%84%8b%e1%85%b4-%e1%84%92%e1%85%a1%e1%84%8b%e1%85%b1-%e1%84%8c%e1%85%b5%e1%86%b8%e1%84%92%e1%85%a1%e1%86%b8-%e1%84%89%e1%85%a5%e1%86%ab%e1%84%90\/"},"modified":"2023-07-27T09:25:17","modified_gmt":"2023-07-27T09:25:17","slug":"%e1%84%8e%e1%85%ac%e1%84%89%e1%85%a1%e1%86%bc%e1%84%8b%e1%85%b4-%e1%84%92%e1%85%a1%e1%84%8b%e1%85%b1-%e1%84%8c%e1%85%b5%e1%86%b8%e1%84%92%e1%85%a1%e1%86%b8-%e1%84%89%e1%85%a5%e1%86%ab%e1%84%90","status":"publish","type":"post","link":"https:\/\/statorials.org\/ko\/%e1%84%8e%e1%85%ac%e1%84%89%e1%85%a1%e1%86%bc%e1%84%8b%e1%85%b4-%e1%84%92%e1%85%a1%e1%84%8b%e1%85%b1-%e1%84%8c%e1%85%b5%e1%86%b8%e1%84%92%e1%85%a1%e1%86%b8-%e1%84%89%e1%85%a5%e1%86%ab%e1%84%90\/","title":{"rendered":"\uae30\uacc4 \ud559\uc2b5\uc5d0\uc11c \ucd5c\uace0\uc758 \ud558\uc704 \uc9d1\ud569 \uc120\ud0dd(\uc124\uba85 \ubc0f \uc608)"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\uae30\uacc4 \ud559\uc2b5\uc5d0\uc11c\ub294 \uc77c\ub828\uc758 \uc608\uce21 \ubcc0\uc218\uc640 <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\">\uc751\ub2f5 \ubcc0\uc218\ub97c<\/a> \uc0ac\uc6a9\ud558\uc5ec \ubaa8\ub378\uc744 \uad6c\ucd95\ud558\ub824\ub294 \uacbd\uc6b0\uac00 \ub9ce\uc2b5\ub2c8\ub2e4. \uc6b0\ub9ac\uc758 \ubaa9\ud45c\ub294 \uc608\uce21 \ubcc0\uc218\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \uc0ac\uc6a9\ud558\uc5ec \uc751\ub2f5 \ubcc0\uc218\uc758 \uac12\uc744 \uc608\uce21\ud560 \uc218 \uc788\ub294 \ubaa8\ub378\uc744 \uad6c\ucd95\ud558\ub294 \uac83\uc785\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><em>p\uac1c\uc758<\/em> \ucd1d \uc608\uce21 \ubcc0\uc218 \uc138\ud2b8\uac00 \uc8fc\uc5b4\uc9c0\uba74 \uc7a0\uc7ac\uc801\uc73c\ub85c \uad6c\ucd95\ud560 \uc218 \uc788\ub294 \ubaa8\ub378\uc774 \ub9ce\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/span> <span style=\"color: #000000;\"><em>\ucd5c\uc0c1\uc758<\/em> \ubaa8\ub378\uc744 \uc120\ud0dd\ud558\ub294 \ub370 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \ud55c \uac00\uc9c0 \ubc29\ubc95\uc740 <strong>\ucd5c\uc0c1\uc758 \ud558\uc704 \uc9d1\ud569 \uc120\ud0dd<\/strong> \uc73c\ub85c \uc54c\ub824\uc838 \uc788\uc73c\uba70 \ub2e4\uc74c\uacfc \uac19\uc774 \uc791\ub3d9\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>1.<\/strong> M <sub>0\uc744<\/sub> \uc608\uce21 \ubcc0\uc218\uac00 \uc5c6\ub294 \ub110 \ubaa8\ub378\ub85c \uc124\uc815\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>2.<\/strong> k = 1, 2, \u2026 p\uc778 \uacbd\uc6b0:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">\uc815\ud655\ud788 <em>k\uac1c\uc758<\/em> \uc608\uce21 \ubcc0\uc218\ub97c \ud3ec\ud568\ud558\ub294 \ubaa8\ub4e0 <sub>p<\/sub> C <sub>k<\/sub> \ubaa8\ub378\uc744 \ud53c\ud305\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li> <span style=\"color: #000000;\">\uc774 <sub>pCk<\/sub> \ubaa8\ub378 \uc911\uc5d0\uc11c <sub>\uac00\uc7a5<\/sub> \uc88b\uc740 \ubaa8\ub378\uc744 \uc120\ud0dd\ud558\uace0 \uc774\ub984\uc744 <sub>Mk<\/sub> \ub77c\uace0 \ud569\ub2c8\ub2e4. R <sup>2 \uac00<\/sup> \uac00\uc7a5 \ub192\uac70\ub098 RSS\uac00 \uac00\uc7a5 \ub0ae\uc740 \ubaa8\ub378\uc744 &#8220;\ucd5c\uace0&#8221;\ub85c \uc815\uc758\ud569\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\"><strong>3.<\/strong> \uad50\ucc28 \uac80\uc99d \uc608\uce21 \uc624\ub958, Cp, BIC, AIC \ub610\ub294 \uc870\uc815\ub41c R <sup>2 \ub97c<\/sup> \uc0ac\uc6a9\ud558\uc5ec M <sub>0<\/sub> ~ M <sub>p<\/sub> \uc911\uc5d0\uc11c \ub2e8\uc77c \ucd5c\uc0c1\uc758 \ubaa8\ub378\uc744 \uc120\ud0dd\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><em>p\uac1c\uc758<\/em> \uc608\uce21 \ubcc0\uc218 \uc138\ud2b8\uc5d0 \ub300\ud574 2p <sup>\uac1c\uc758<\/sup> \uac00\ub2a5\ud55c \ubaa8\ub378\uc774 \uc788\ub2e4\ub294 \uc810\uc5d0 \uc720\uc758\ud558\uc2ed\uc2dc\uc624.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\ucd5c\uc0c1\uc758 \ud558\uc704 \uc9d1\ud569\uc744 \uc120\ud0dd\ud558\ub294 \uc608<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">p = 3\uac1c\uc758 \uc608\uce21 \ubcc0\uc218\uc640 \uc751\ub2f5 \ubcc0\uc218 y\uac00 \uc788\ub294 \ub370\uc774\ud130 \uc138\ud2b8\uac00 \uc788\ub2e4\uace0 \uac00\uc815\ud569\ub2c8\ub2e4. \uc774 \ub370\uc774\ud130 \uc138\ud2b8\ub97c \uc0ac\uc6a9\ud558\uc5ec \ucd5c\uc0c1\uc758 \ud558\uc704 \uc9d1\ud569 \uc120\ud0dd\uc744 \uc218\ud589\ud558\ub824\uba74 \ub2e4\uc74c 2 <sup>p<\/sup> = 2 <sup>3<\/sup> = 8 \ubaa8\ub378\uc744 \uc801\ud569\ud569\ub2c8\ub2e4.<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">\uc608\uce21 \ubcc0\uc218\uac00 \uc5c6\ub294 \ubaa8\ub378<\/span><\/li>\n<li> <span style=\"color: #000000;\">\uc608\uce21 \ubcc0\uc218\uac00 <sub>1\uac1c<\/sub> \uc788\ub294 \ubaa8\ub378<\/span><\/li>\n<li> <span style=\"color: #000000;\">\uc608\uce21 \ubcc0\uc218\uac00 <sub>2\uac1c<\/sub> \uc788\ub294 \ubaa8\ub378<\/span><\/li>\n<li> <span style=\"color: #000000;\">\uc608\uce21 \ubcc0\uc218\uac00 <sub>3\uac1c<\/sub> \uc788\ub294 \ubaa8\ub378<\/span><\/li>\n<li> <span style=\"color: #000000;\">x <sub>1<\/sub> , x <sub>2<\/sub> \uc608\uce21 \ubcc0\uc218\uac00 \uc788\ub294 \ubaa8\ub378<\/span><\/li>\n<li> <span style=\"color: #000000;\">\uc608\uce21\ubcc0\uc218\uac00 x <sub>1<\/sub> , x <sub>3<\/sub> \uc788\ub294 \ubaa8\ub378<\/span><\/li>\n<li> <span style=\"color: #000000;\">x <sub>2<\/sub> , x <sub>3<\/sub> \uc608\uce21 \ubcc0\uc218\uac00 \uc788\ub294 \ubaa8\ub378<\/span><\/li>\n<li> <span style=\"color: #000000;\">\uc608\uce21\ubcc0\uc218\uac00 x <sub>1<\/sub> , x <sub>2<\/sub> , x <sub>3<\/sub> \uc788\ub294 \ubaa8\ub378<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\uadf8\ub7f0 \ub2e4\uc74c <em>k\uac1c\uc758<\/em> \uc608\uce21 \ubcc0\uc218\uac00 \uc788\ub294 \uac01 \ubaa8\ub378 \uc138\ud2b8\uc5d0\uc11c <sup>R2\uac00<\/sup> \uac00\uc7a5 \ub192\uc740 \ubaa8\ub378\uc744 \uc120\ud0dd\ud569\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uc6b0\ub9ac\ub294 \ub2e4\uc74c\uc744 \uc120\ud0dd\ud558\uac8c \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">\uc608\uce21 \ubcc0\uc218\uac00 \uc5c6\ub294 \ubaa8\ub378<\/span><\/li>\n<li> <span style=\"color: #000000;\">\uc608\uce21 \ubcc0\uc218\uac00 <sub>2\uac1c<\/sub> \uc788\ub294 \ubaa8\ub378<\/span><\/li>\n<li> <span style=\"color: #000000;\">x <sub>1<\/sub> , x <sub>2<\/sub> \uc608\uce21 \ubcc0\uc218\uac00 \uc788\ub294 \ubaa8\ub378<\/span><\/li>\n<li> <span style=\"color: #000000;\">\uc608\uce21\ubcc0\uc218\uac00 x <sub>1<\/sub> , x <sub>2<\/sub> , x <sub>3<\/sub> \uc788\ub294 \ubaa8\ub378<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\uadf8\ub7f0 \ub2e4\uc74c <a href=\"https:\/\/statorials.org\/ko\/k-\u1100\u1167\u11b8-\u1100\u116d\u110e\u1161-\u1100\u1165\u11b7\u110c\u1173\u11bc\/\" target=\"_blank\" rel=\"noopener noreferrer\">\uad50\ucc28 \uac80\uc99d\uc744 \ud1b5\ud574<\/a> \uc608\uce21 \uc624\ub958(Cp, BIC, AIC \ub610\ub294 \uc870\uc815\ub41c <sup>R2)<\/sup> \uac00 \uac00\uc7a5 \ub0ae\uc740 \ubaa8\ub378\ub85c \ucd5c\uc0c1\uc758 \ubaa8\ub378\uc744 \uc120\ud0dd\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc608\ub97c \ub4e4\uc5b4, \uad50\ucc28 \uac80\uc99d\ub41c \uc608\uce21 \uc624\ub958\uac00 \uac00\uc7a5 \ub0ae\uae30 \ub54c\ubb38\uc5d0 \ub2e4\uc74c \ubaa8\ub378\uc744 &#8220;\ucd5c\uc0c1\uc758&#8221; \ubaa8\ub378\ub85c \uc120\ud0dd\ud558\uac8c \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">x <sub>1<\/sub> , x <sub>2<\/sub> \uc608\uce21 \ubcc0\uc218\uac00 \uc788\ub294 \ubaa8\ub378<\/span><\/li>\n<\/ul>\n<h3> <span style=\"color: #000000;\"><strong>\ucd5c\uace0\uc758 \ubaa8\ub378\uc744 \uc120\ud0dd\ud558\ub294 \uae30\uc900<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\ucd5c\uc0c1\uc758 \ud558\uc704 \uc9d1\ud569\uc744 \uc120\ud0dd\ud558\ub294 \ub9c8\uc9c0\ub9c9 \ub2e8\uacc4\ub294 \uc608\uce21 \uc624\ub958, Cp, BIC, AIC \ub610\ub294 \uc870\uc815\ub41c <sup>R2<\/sup> \uac00 \uac00\uc7a5 \ub0ae\uc740 \ubaa8\ub378\uc744 \uc120\ud0dd\ud558\ub294 \uac83\uc785\ub2c8\ub2e4. \ub354 \ub192\uc740.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uac01 \uce21\uc815\ud56d\ubaa9\uc744 \uacc4\uc0b0\ud558\ub294 \ub370 \uc0ac\uc6a9\ub418\ub294 \uacf5\uc2dd\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Cp:<\/strong> (RSS+2d\u03c3\u0302) \/ n<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>AIC:<\/strong> (RSS+2d\u03c3\u0302 <sup>2<\/sup> ) \/ (n\u03c3\u0302 <sup>2<\/sup> )<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>BIC:<\/strong> (RSS+log(n)d\u03c3\u0302 <sup>2<\/sup> ) \/ n<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>R <sup>2<\/sup> \uc870\uc815:<\/strong> 1 \u2013 ( (RSS \/ (nd-1)) \/ (TSS \/ (n-1)) )<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uae08:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>d:<\/strong> \uc608\uce21 \ubcc0\uc218\uc758 \uc218<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>n:<\/strong> \ucd1d \uad00\uce21\uce58<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>\u03c3\u0302:<\/strong> \ud68c\uadc0 \ubaa8\ub378\uc758 \uac01 \ubc18\uc751 \uce21\uc815\uac12\uacfc \uad00\ub828\ub41c \uc624\ucc28 \ubd84\uc0b0 \ucd94\uc815<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>RSS:<\/strong> \ud68c\uadc0 \ubaa8\ub378\uc758 \uc794\ucc28 \uc81c\uacf1\ud569<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>TSS:<\/strong> \ud68c\uadc0 \ubaa8\ub378\uc758 \ucd1d \uc81c\uacf1\ud569<\/span><\/li>\n<\/ul>\n<h3> <span style=\"color: #000000;\"><strong>\ucd5c\uc0c1\uc758 \ud558\uc704 \uc9d1\ud569 \uc120\ud0dd\uc758 \uc7a5\uc810\uacfc \ub2e8\uc810<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\ucd5c\uc0c1\uc758 \ud558\uc704 \uc9d1\ud569\uc744 \uc120\ud0dd\ud558\uba74 <strong>\ub2e4\uc74c\uacfc \uac19\uc740 \uc774\uc810\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/strong><\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">\uc774\ud574\ud558\uace0 \ud574\uc11d\ud558\ub294 \uac04\ub2e8\ud55c \uc811\uadfc \ubc29\uc2dd\uc785\ub2c8\ub2e4.<\/span><\/li>\n<li> <span style=\"color: #000000;\">\uc774\ub97c \ud1b5\ud574 \uc608\uce21 \ubcc0\uc218\uc758 \ubaa8\ub4e0 \uc870\ud569\uc744 \uace0\ub824\ud558\ubbc0\ub85c \uac00\ub2a5\ud55c \ucd5c\uc0c1\uc758 \ubaa8\ub378\uc744 \uc2dd\ubcc4\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\uadf8\ub7ec\ub098 \uc774 \ubc29\ubc95\uc5d0\ub294 <strong>\ub2e4\uc74c\uacfc \uac19\uc740 \ub2e8\uc810\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/strong><\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">\uc774\ub294 \uacc4\uc0b0\uc801\uc73c\ub85c \uc9d1\uc57d\uc801\uc77c \uc218 \uc788\uc2b5\ub2c8\ub2e4. <em>p\uac1c\uc758<\/em> \uc608\uce21 \ubcc0\uc218 \uc138\ud2b8\uc5d0 \ub300\ud574 2p <sup>\uac1c\uc758<\/sup> \uac00\ub2a5\ud55c \ubaa8\ub378\uc774 \uc788\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4 \uc608\uce21 \ubcc0\uc218\uac00 10\uac1c\uc778 \uacbd\uc6b0 \uace0\ub824\ud574\uc57c \ud560 \uac00\ub2a5\ud55c \ubaa8\ub378\uc740 2 <sup>10<\/sup> = 1000\uac1c\uc785\ub2c8\ub2e4.<\/span><\/li>\n<li> <span style=\"color: #000000;\">\ub9e4\uc6b0 \ub9ce\uc740 \uc218\uc758 \ubaa8\ub378\uc744 \uace0\ub824\ud558\uae30 \ub54c\ubb38\uc5d0 \uc7a0\uc7ac\uc801\uc73c\ub85c \ud6c8\ub828 \ub370\uc774\ud130\uc5d0\uc11c\ub294 \uc798 \uc218\ud589\ub418\uc9c0\ub9cc \ubbf8\ub798 \ub370\uc774\ud130\uc5d0\uc11c\ub294 \uadf8\ub807\uc9c0 \uc54a\uc740 \ubaa8\ub378\uc744 \ucc3e\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub85c \uc778\ud574<\/span> <a href=\"https:\/\/statorials.org\/ko\/\u1106\u1165\u1109\u1175\u11ab\u1105\u1165\u1102\u1175\u11bc-\u1100\u116a\u110c\u1165\u11a8\u1112\u1161\u11b8\/\" target=\"_blank\" rel=\"noopener noreferrer\">\uacfc\uc801\ud569\uc774 \ubc1c\uc0dd\ud560<\/a> \uc218 \uc788\uc2b5\ub2c8\ub2e4 <span style=\"color: #000000;\">.<\/span><\/li>\n<\/ul>\n<h3> <strong><span style=\"color: #000000;\">\uacb0\ub860<\/span><\/strong><\/h3>\n<p> <span style=\"color: #000000;\">\ucd5c\uc0c1\uc758 \ud558\uc704 \uc9d1\ud569\uc744 \uc120\ud0dd\ud558\ub294 \uac83\uc740 \uad6c\ud604\ud558\uace0 \uc774\ud574\ud558\uae30 \uc27d\uc9c0\ub9cc, \ub2e4\uc218\uc758 \uc608\uce21 \ubcc0\uc218\uac00 \ud3ec\ud568\ub41c \ub370\uc774\ud130 \uc138\ud2b8\ub85c \uc791\uc5c5\ud558\ub294 \uacbd\uc6b0 \ube44\uc2e4\uc6a9\uc801\uc77c \uc218 \uc788\uc73c\uba70 \uc7a0\uc7ac\uc801\uc73c\ub85c \uacfc\uc801\ud569\uc73c\ub85c \uc774\uc5b4\uc9c8 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc774 \ubc29\ubc95\uc758 \ub300\uc548\uc740 <a href=\"https:\/\/statorials.org\/ko\/\u1103\u1161\u11ab\u1100\u1168\u1107\u1167\u11af-\u1109\u1165\u11ab\u1110\u1162\u11a8\/\" target=\"_blank\" rel=\"noopener noreferrer\">\ub2e8\uacc4\uc801 \uc120\ud0dd<\/a> \uc73c\ub85c \uc54c\ub824\uc838 \uc788\uc73c\uba70, \uc774\ub294 \uacc4\uc0b0\uc0c1 \ub354 \ud6a8\uc728\uc801\uc785\ub2c8\ub2e4.<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\uae30\uacc4 \ud559\uc2b5\uc5d0\uc11c\ub294 \uc77c\ub828\uc758 \uc608\uce21 \ubcc0\uc218\uc640 \uc751\ub2f5 \ubcc0\uc218\ub97c \uc0ac\uc6a9\ud558\uc5ec \ubaa8\ub378\uc744 \uad6c\ucd95\ud558\ub824\ub294 \uacbd\uc6b0\uac00 \ub9ce\uc2b5\ub2c8\ub2e4. \uc6b0\ub9ac\uc758 \ubaa9\ud45c\ub294 \uc608\uce21 \ubcc0\uc218\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \uc0ac\uc6a9\ud558\uc5ec \uc751\ub2f5 \ubcc0\uc218\uc758 \uac12\uc744 \uc608\uce21\ud560 \uc218 \uc788\ub294 \ubaa8\ub378\uc744 \uad6c\ucd95\ud558\ub294 \uac83\uc785\ub2c8\ub2e4. p\uac1c\uc758 \ucd1d \uc608\uce21 \ubcc0\uc218 \uc138\ud2b8\uac00 \uc8fc\uc5b4\uc9c0\uba74 \uc7a0\uc7ac\uc801\uc73c\ub85c \uad6c\ucd95\ud560 \uc218 \uc788\ub294 \ubaa8\ub378\uc774 \ub9ce\uc774 \uc788\uc2b5\ub2c8\ub2e4. \ucd5c\uc0c1\uc758 \ubaa8\ub378\uc744 \uc120\ud0dd\ud558\ub294 \ub370 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \ud55c 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