{"id":1034,"date":"2023-07-27T21:42:44","date_gmt":"2023-07-27T21:42:44","guid":{"rendered":"https:\/\/statorials.org\/ko\/%e1%84%8b%e1%85%a5%e1%86%ab%e1%84%85%e1%85%a9%e1%86%ab%e1%84%90%e1%85%a9%e1%86%bc%e1%84%80%e1%85%a8\/"},"modified":"2023-07-27T21:42:44","modified_gmt":"2023-07-27T21:42:44","slug":"%e1%84%8b%e1%85%a5%e1%86%ab%e1%84%85%e1%85%a9%e1%86%ab%e1%84%90%e1%85%a9%e1%86%bc%e1%84%80%e1%85%a8","status":"publish","type":"post","link":"https:\/\/statorials.org\/ko\/%e1%84%8b%e1%85%a5%e1%86%ab%e1%84%85%e1%85%a9%e1%86%ab%e1%84%90%e1%85%a9%e1%86%bc%e1%84%80%e1%85%a8\/","title":{"rendered":"Press \ud1b5\uacc4\ub780 \ubb34\uc5c7\uc785\ub2c8\uae4c?"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\ud1b5\uacc4\uc5d0\uc11c\ub294 \ub2e4\uc74c \ub450 \uac00\uc9c0 \uc774\uc720\ub85c <a href=\"https:\/\/statorials.org\/ko\/\u1109\u1165\u11ab\u1112\u1167\u11bc-\u1112\u116c\u1100\u1171-1\/\" target=\"_blank\" rel=\"noopener noreferrer\">\ud68c\uadc0 \ubaa8\ub378\uc744<\/a> \uc801\ud569\uc2dc\ud0b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>(1)<\/strong> \ud558\ub098 \uc774\uc0c1\uc758 <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\">\uc124\uba85\ubcc0\uc218<\/a> \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\">\ubc18\uc751\ubcc0\uc218<\/a> \uc0ac\uc774\uc758 \uad00\uacc4\ub97c <em>\uc124\uba85\ud569\ub2c8\ub2e4<\/em> .<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>(2)<\/strong> \ud558\ub098 \uc774\uc0c1\uc758 \uc124\uba85\ubcc0\uc218\uc758 \uac12\uc744 \uae30\ubc18\uc73c\ub85c \uc751\ub2f5\ubcc0\uc218\uc758 \uac12\uc744 <em>\uc608\uce21\ud55c\ub2e4<\/em> .<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc6b0\ub9ac\uc758 \ubaa9\ud45c\uac00 <strong>(2)<\/strong> \uc751\ub2f5 \ubcc0\uc218\uc758 \uac12\uc744 <em>\uc608\uce21\ud558\ub294<\/em> \uac83\uc774\ub77c\uba74 \uc774\ub97c \uc704\ud574 \uac00\ub2a5\ud55c \ucd5c\uc0c1\uc758 \ud68c\uadc0 \ubaa8\ub378\uc744 \uc0ac\uc6a9\ud558\uace0 \uc788\ub294\uc9c0 \ud655\uc778\ud558\uace0 \uc2f6\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc0c8\ub85c\uc6b4 \ub370\uc774\ud130\uc5d0 \ub300\ud574 \uac00\uc7a5 \uc88b\uc740 \uc608\uce21\uc744 \ud558\ub294 \ud68c\uadc0 \ubaa8\ub378\uc744 \ucc3e\ub294 \ub370 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \uce21\uc815\ud56d\ubaa9 \uc911 \ud558\ub098\ub294 &#8221; <strong>\uc608\uc0c1<\/strong> <strong>\uc794\ucc28<\/strong> <strong>\uc81c\uacf1\ud569<\/strong> &#8221; <strong>\uc744<\/strong> \ub098\ud0c0\ub0b4\ub294 <strong>PRESS \ud1b5\uacc4<\/strong> \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>PRESS = \u03a3(e <sub>i<\/sub> \/ (1-h <sub>ii<\/sub> )) <sup>2<\/sup><\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\">\uae08:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>e <sub>i<\/sub> :<\/strong> i <sup>\ubc88\uc9f8<\/sup> \uc794\uae30.<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>h <sub>ii<\/sub> :<\/strong> \ubaa8\ub378 \uc801\ud569\uc131\uc5d0 \ub300\ud55c <sup>i\ubc88\uc9f8<\/sup> \uad00\uce21\uce58\uc758 \uc601\ud5a5(&#8220;\ub808\ubc84\ub9ac\uc9c0&#8221;\ub77c\uace0\ub3c4 \ud568) \uce21\uc815\uac12\uc785\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\uc5ec\ub7ec \ud68c\uadc0 \ubaa8\ub378\uc774 \uc8fc\uc5b4\uc9c0\uba74 PRESS\uac00 \uac00\uc7a5 \ub0ae\uc740 \ubaa8\ub378\uc744 \uc0c8 \ub370\uc774\ud130 \uc138\ud2b8\uc5d0\uc11c \uac00\uc7a5 \uc798 \uc218\ud589\ud560 \ubaa8\ub378\ub85c \uc120\ud0dd\ud574\uc57c \ud569\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \uc608\uc5d0\uc11c\ub294 R\uc5d0\uc11c \uc138 \uac00\uc9c0 \ub2e4\ub978 \uc120\ud615 \ud68c\uadc0 \ubaa8\ub378\uc5d0 \ub300\ud55c PRESS \ud1b5\uacc4\ub97c \uacc4\uc0b0\ud558\ub294 \ubc29\ubc95\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\uc608: PRESS \ud1b5\uacc4 \uacc4\uc0b0<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\uc138 \uac1c\uc758 \uc124\uba85 \ubcc0\uc218 <sub>x1<\/sub> , <sub>x2<\/sub> , <sub>x3<\/sub> \uacfc \uc751\ub2f5 \ubcc0\uc218 y\uac00 \uc788\ub294 \ub370\uc774\ud130 \uc138\ud2b8\uac00 \uc788\ub2e4\uace0 \uac00\uc815\ud569\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>data &lt;- <span style=\"color: #3366ff;\">data.frame<\/span> (x1 = c(2, 3, 3, 4, 4, 6, 8, 9, 9, 9),\n                   x2 = c(2, 2, 3, 3, 2, 3, 5, 6, 6, 7),\n                   x3 = c(12, 14, 14, 13, 8, 8, 9, 14, 11, 7),\n                    y = c(23, 24, 15, 9, 14, 17, 22, 26, 34, 35))\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \ucf54\ub4dc\ub294 <strong>lm()<\/strong> \ud568\uc218\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc774 \ub370\uc774\ud130\uc138\ud2b8\uc5d0 \uc138 \uac00\uc9c0 \ub2e4\ub978 \ud68c\uadc0 \ubaa8\ub378\uc744 \ub9de\ucd94\ub294 \ubc29\ubc95\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>model1 &lt;- lm(y~x1, data=data)\n\nmodel2 &lt;- lm(y~x1+x2, data=data)\n\nmodel3 &lt;- lm(y~x2+x3, data=data)\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \ucf54\ub4dc\ub294 \uac01 \ubaa8\ub378\uc758 PRESS \ud1b5\uacc4\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: #008080;\">#create custom function to calculate the PRESS statistic<\/span>\nPRESS &lt;- <span style=\"color: #008000;\">function<\/span> (model) {\n    i &lt;- <span style=\"color: #3366ff;\">residuals<\/span> (model)\/(1 - lm. <span style=\"color: #3366ff;\">influence<\/span> (model)$ <span style=\"color: #3366ff;\">hat<\/span> )\n    sum(i^2)\n}\n\n<span style=\"color: #008080;\">#calculate PRESS for model 1<\/span>\nPRESS(model1)\n\n[1] 590.2197\n\n<span style=\"color: #008080;\">#calculate PRESS for model 2<\/span>\nPRESS(model2)\n\n[1] 519.6435\n\n<span style=\"color: #008080;\">#calculate PRESS for model 3<\/span>\nPRESS(model3)\n\n[1] 537.7503\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">PRESS \ud1b5\uacc4\ub7c9\uc774 \uac00\uc7a5 \ub0ae\uc740 \ubaa8\ub378\uc740 PRESS \ud1b5\uacc4\ub7c9\uc774 <strong>519.6435<\/strong> \uc778 \ubaa8\ub378 2\uc778 \uac83\uc73c\ub85c \ub098\ud0c0\ub0ac\uc2b5\ub2c8\ub2e4. \ub530\ub77c\uc11c \uc6b0\ub9ac\ub294 \uc0c8\ub85c\uc6b4 \ub370\uc774\ud130 \uc138\ud2b8\uc5d0 \ub300\ud55c \uc608\uce21\uc744 \uc218\ud589\ud558\ub294 \ub370 \uac00\uc7a5 \uc801\ud569\ud55c \ubaa8\ub378\uc744 \uc120\ud0dd\ud569\ub2c8\ub2e4.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\ucd94\uac00 \ub9ac\uc18c\uc2a4<\/strong><\/span><\/h3>\n<p> <a href=\"https:\/\/statorials.org\/ko\/\u1109\u1165\u11ab\u1112\u1167\u11bc-\u1112\u116c\u1100\u1171-1\/\" target=\"_blank\" rel=\"noopener noreferrer\">\ub2e8\uc21c \uc120\ud615 \ud68c\uadc0 \uc18c\uac1c<\/a><br \/> <a href=\"https:\/\/statorials.org\/ko\/\u110b\u1175\u11ab\u1109\u1162\u11a8\u1112\u1161\u11ab-\u1106\u1169\u1103\u1166\u11af\/\" target=\"_blank\" rel=\"noopener noreferrer\">\uc808\uc57d\ud615 \ubaa8\ub378\uc774\ub780 \ubb34\uc5c7\uc785\ub2c8\uae4c?<\/a><br \/> <a href=\"https:\/\/statorials.org\/ko\/\u110c\u1169\u11c2\u110b\u1173\u11ab-r-\u110c\u1166\u1100\u1169\u11b8-\u1100\u1161\u11b9\/\" target=\"_blank\" rel=\"noopener noreferrer\">\uc88b\uc740 R \uc81c\uacf1 \uac12\uc774\ub780 \ubb34\uc5c7\uc785\ub2c8\uae4c?<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\ud1b5\uacc4\uc5d0\uc11c\ub294 \ub2e4\uc74c \ub450 \uac00\uc9c0 \uc774\uc720\ub85c \ud68c\uadc0 \ubaa8\ub378\uc744 \uc801\ud569\uc2dc\ud0b5\ub2c8\ub2e4. (1) \ud558\ub098 \uc774\uc0c1\uc758 \uc124\uba85\ubcc0\uc218 \uc640 \ubc18\uc751\ubcc0\uc218 \uc0ac\uc774\uc758 \uad00\uacc4\ub97c \uc124\uba85\ud569\ub2c8\ub2e4 . (2) \ud558\ub098 \uc774\uc0c1\uc758 \uc124\uba85\ubcc0\uc218\uc758 \uac12\uc744 \uae30\ubc18\uc73c\ub85c \uc751\ub2f5\ubcc0\uc218\uc758 \uac12\uc744 \uc608\uce21\ud55c\ub2e4 . \uc6b0\ub9ac\uc758 \ubaa9\ud45c\uac00 (2) \uc751\ub2f5 \ubcc0\uc218\uc758 \uac12\uc744 \uc608\uce21\ud558\ub294 \uac83\uc774\ub77c\uba74 \uc774\ub97c \uc704\ud574 \uac00\ub2a5\ud55c \ucd5c\uc0c1\uc758 \ud68c\uadc0 \ubaa8\ub378\uc744 \uc0ac\uc6a9\ud558\uace0 \uc788\ub294\uc9c0 \ud655\uc778\ud558\uace0 \uc2f6\uc2b5\ub2c8\ub2e4. \uc0c8\ub85c\uc6b4 \ub370\uc774\ud130\uc5d0 \ub300\ud574 \uac00\uc7a5 \uc88b\uc740 \uc608\uce21\uc744 \ud558\ub294 \ud68c\uadc0 \ubaa8\ub378\uc744 [&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-1034","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>PRESS \ud1b5\uacc4\ub780 \ubb34\uc5c7\uc785\ub2c8\uae4c? 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