{"id":4595,"date":"2023-07-09T19:20:00","date_gmt":"2023-07-09T19:20:00","guid":{"rendered":"https:\/\/statorials.org\/ko\/sas-proc-glmselect\/"},"modified":"2023-07-09T19:20:00","modified_gmt":"2023-07-09T19:20:00","slug":"sas-proc-glmselect","status":"publish","type":"post","link":"https:\/\/statorials.org\/ko\/sas-proc-glmselect\/","title":{"rendered":"Sas\uc5d0\uc11c proc glmselect \ubb38\uc744 \uc0ac\uc6a9\ud558\ub294 \ubc29\ubc95"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">SAS\uc758 <strong>PROC GLMSELECT<\/strong> \ubb38\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc7a0\uc7ac\uc801\uc778 \uc608\uce21 \ubcc0\uc218 \ubaa9\ub85d\uc744 \uae30\ubc18\uc73c\ub85c \ucd5c\uc0c1\uc758 \ud68c\uadc0 \ubaa8\ub378\uc744 \uc120\ud0dd\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \uc608\uc5d0\uc11c\ub294 \uc774 \ubb38\uc744 \uc2e4\uc81c\ub85c \uc0ac\uc6a9\ud558\ub294 \ubc29\ubc95\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>\uc608: \ubaa8\ub378 \uc120\ud0dd\uc744 \uc704\ud574 SAS\uc5d0\uc11c PROC GLMSELECT\ub97c \uc0ac\uc6a9\ud558\ub294 \ubc29\ubc95<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\"><strong>(1)<\/strong> \uacf5\ubd80\uc5d0 \uc18c\ube44\ud55c \uc2dc\uac04, <strong>(2)<\/strong> \uc751\uc2dc\ud55c \uc900\ube44 \uc2dc\ud5d8 \uc218, <strong>(3)<\/strong> \uc131\ubcc4\uc744 \uc0ac\uc6a9\ud558\uc5ec \ud559\uc0dd\uc758 &#8216;\uc2dc\ud5d8 \ucd5c\uc885 \uc131\uc801&#8217;\uc744 \uc608\uce21\ud558\ub294 \ub2e4\uc911 \uc120\ud615 \ud68c\uadc0 \ubaa8\ub378\uc744 \uc801\ud569\ud654\ud55c\ub2e4\uace0 \uac00\uc815\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uba3c\uc800 \ub2e4\uc74c \ucf54\ub4dc\ub97c \uc0ac\uc6a9\ud558\uc5ec \ud559\uc0dd 20\uba85\uc5d0 \ub300\ud55c \uc774 \uc815\ubcf4\uac00 \ud3ec\ud568\ub41c \ub370\uc774\ud130\uc138\ud2b8\ub97c \ub9cc\ub4ed\ub2c8\ub2e4.<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">\/*create dataset*\/\n<\/span><span style=\"color: #800080;\">data<\/span> exam_data;\n    <span style=\"color: #3366ff;\">input<\/span> hours prep_exams gender $score;\n    <span style=\"color: #3366ff;\">datalines<\/span> ;\n1 1 0 76\n2 3 1 78\n2 3 0 85\n4 5 0 88\n2 2 0 72\n1 2 1 69\n5 1 1 94\n4 1 0 94\n2 0 1 88\n4 3 0 92\n4 4 1 90\n3 3 1 75\n6 2 1 96\n5 4 0 90\n3 4 0 82\n4 4 1 85\n6 5 1 99\n2 1 0 83\n1 0 1 62\n2 1 0 76\n;\n<span style=\"color: #800080;\">run<\/span> ;\n\n<span style=\"color: #008000;\">\/*view dataset*\/<\/span>\n<span style=\"color: #800080;\">proc print<\/span> <span style=\"color: #3366ff;\">data<\/span> =exam_data;\n<\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-35865 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/glm1.png\" alt=\"\" width=\"344\" height=\"545\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c\uc73c\ub85c, <strong>PROC GLMSELECT<\/strong> \ubb38\uc744 \uc0ac\uc6a9\ud558\uc5ec \ucd5c\uc0c1\uc758 \ud68c\uadc0 \ubaa8\ub378\uc744 \uc0dd\uc131\ud558\ub294 \uc608\uce21 \ubcc0\uc218\uc758 \ud558\uc704 \uc9d1\ud569\uc744 \uc2dd\ubcc4\ud569\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008000;\">\/*perform model selection*\/\n<\/span><span style=\"color: #800080;\">proc glmselect<\/span> <span style=\"color: #3366ff;\">data<\/span> =exam_data;\n    <span style=\"color: #3366ff;\">classgender<\/span> ;\n    <span style=\"color: #3366ff;\">model<\/span> score = hours prep_exams gender;\n<span style=\"color: #800080;\">run<\/span> ;\n<\/strong><\/span><\/pre>\n<p> <span style=\"color: #000000;\"><strong>\ucc38\uace0<\/strong> : <strong>\uc131\ubcc4\uc740<\/strong> \ubc94\uc8fc\ud615 \ubcc0\uc218\uc774\uae30 \ub54c\ubb38\uc5d0 <strong>\ud074\ub798\uc2a4<\/strong> \ubb38\uc5d0 \ud3ec\ud568\ud588\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\ucd9c\ub825\uc758 \uccab \ubc88\uc9f8 \ud14c\uc774\ube14 \uadf8\ub8f9\uc740 GLMSELECT \ud504\ub85c\uc2dc\uc800\uc758 \uac1c\uc694\ub97c \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-35866 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/glm2.png\" alt=\"\" width=\"334\" height=\"465\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">\ubaa8\ub378\uc5d0 \ubcc0\uc218\ub97c \ucd94\uac00\ud558\uac70\ub098 \uc81c\uac70\ud558\ub294 \uac83\uc744 \uc911\uc9c0\ud558\ub294 \ub370 \uc0ac\uc6a9\ub41c \uae30\uc900\uc740 <strong>SBC<\/strong> \uc600\uc73c\uba70 \uc774\ub294 <em>\ubca0\uc774\uc9c0\uc548 \uc815\ubcf4 \uae30\uc900<\/em> \uc774\ub77c\uace0\ub3c4 \ubd88\ub9ac\ub294 <em>Schwarz \uc815\ubcf4 \uae30\uc900<\/em> \uc785\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uae30\ubcf8\uc801\uc73c\ub85c <strong>PROC GLMSELECT<\/strong> \ubb38\uc740 &#8220;\ucd5c\uc0c1\uc758&#8221; \ubaa8\ub378\ub85c \uac04\uc8fc\ub418\ub294 \uac00\uc7a5 \ub0ae\uc740 SBC \uac12\uc744 \uac00\uc9c4 \ubaa8\ub378\uc744 \ucc3e\uc744 \ub54c\uae4c\uc9c0 \ubaa8\ub378\uc5d0\uc11c \ubcc0\uc218\ub97c \uacc4\uc18d \ucd94\uac00\ud558\uac70\ub098 \uc81c\uac70\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \ud14c\uc774\ube14 \uadf8\ub8f9\uc740 \ub2e8\uacc4\ubcc4 \uc120\ud0dd\uc774 \uc5b4\ub5bb\uac8c \uc885\ub8cc\ub418\uc5c8\ub294\uc9c0 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-35867 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/glm3.png\" alt=\"\" width=\"409\" height=\"353\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">\uc6d0\ub798 \ud56d\ub9cc \uc788\ub294 \ubaa8\ub378\uc758 SBC \uac12\uc740 <strong>93.4337<\/strong> \uc784\uc744 \uc54c \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\ubaa8\ub378\uc5d0 \uc608\uce21 \ubcc0\uc218\ub85c \uc2dc\uac04\uc744 \ucd94\uac00\ud558\uba74 SBC \uac12\uc774 <strong>70.4452<\/strong> \ub85c \ub5a8\uc5b4\uc84c\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\ubaa8\ub378\uc744 \uac1c\uc120\ud558\ub294 \uac00\uc7a5 \uc88b\uc740 \ubc29\ubc95\uc740 \uc131\ubcc4\uc744 \uc608\uce21 \ubcc0\uc218\ub85c \ucd94\uac00\ud558\ub294 \uac83\uc774\uc5c8\uc9c0\ub9cc \uc774\ub85c \uc778\ud574 \uc2e4\uc81c\ub85c SBC \uac12\uc774 <strong>71.7383\uc73c\ub85c \uc99d\uac00\ud588\uc2b5\ub2c8\ub2e4.<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\">\ub530\ub77c\uc11c \ucd5c\uc885 \ubaa8\ub378\uc5d0\ub294 \uc808\ud3b8 \ud56d\uacfc \uc5f0\uad6c\ub41c \uc2dc\uac04\ub9cc \ud3ec\ud568\ub429\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uacb0\uacfc\uc758 \ub9c8\uc9c0\ub9c9 \ubd80\ubd84\uc740 \uc774 \uc801\ud569 \ud68c\uadc0 \ubaa8\ub378\uc758 \uc694\uc57d\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-35868 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/glm4.png\" alt=\"\" width=\"377\" height=\"578\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\"><strong>\ub9e4\uac1c\ubcc0\uc218 \ucd94\uc815\uac12<\/strong> \ud45c\uc758 \uac12\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc801\ud569 \ud68c\uadc0 \ubaa8\ub378\uc744 \uc791\uc131\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>\uc2dc\ud5d8 \uc810\uc218 = 67.161689 + 5.250257(\uacf5\ubd80\ud55c \uc2dc\uac04)<\/strong><\/span><\/p>\n<p> \ub610\ud55c \uc774 \ubaa8\ub378\uc774 \ub370\uc774\ud130\uc5d0 \uc5bc\ub9c8\ub098 \uc798 \ub9de\ub294\uc9c0 \uc54c\ub824\uc8fc\ub294 \ub2e4\uc591\ud55c \uce21\uc815\ud56d\ubaa9\ub3c4 \ubcfc \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p> <span style=\"color: #000000;\"><strong>R-Square<\/strong> \uac12\uc740 \uacf5\ubd80\ud55c \uc2dc\uac04\uacfc \uc751\uc2dc\ud55c \uc900\ube44 \uc2dc\ud5d8 \ud69f\uc218\ub85c \uc124\uba85\ud560 \uc218 \uc788\ub294 \uc2dc\ud5d8 \uc810\uc218\uc758 \ubcc0\ub3d9 \ube44\uc728\uc744 \uc54c\ub824\uc90d\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc774 \uacbd\uc6b0 \uc2dc\ud5d8\uc810\uc218 \ubcc0\ub3d9\uc758 <strong>72.73%<\/strong> \ub294 \uacf5\ubd80\uc2dc\uac04\uacfc \uc900\ube44\uc2dc\ud5d8 \ud69f\uc218\ub85c \uc124\uba85\ud560 \uc218 \uc788\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>\ub8e8\ud2b8 MSE<\/strong> \uac12\ub3c4 \uc54c\uc544\ub450\uba74 \uc720\uc6a9\ud569\ub2c8\ub2e4. \uc774\ub294 \uad00\uce21\uac12\uacfc \ud68c\uadc0\uc120 \uc0ac\uc774\uc758 \ud3c9\uade0 \uac70\ub9ac\ub97c \ub098\ud0c0\ub0c5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc774 \ud68c\uadc0 \ubaa8\ub378\uc5d0\uc11c \uad00\uce21\uac12\uc740 \ud68c\uadc0\uc120\uc5d0\uc11c \ud3c9\uade0 <strong>5.28052<\/strong> \ub2e8\uc704\ub9cc\ud07c \ubc97\uc5b4\ub0a9\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>\ucc38\uace0<\/strong> : <strong>PROC GLMSELECT<\/strong> \uc640 \ud568\uaed8 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \uc7a0\uc7ac\uc801 \uc778\uc218\uc758 \uc804\uccb4 \ubaa9\ub85d\uc740 <a href=\"https:\/\/support.sas.com\/documentation\/onlinedoc\/stat\/131\/glmselect.pdf\" target=\"_blank\" rel=\"noopener\">SAS \uc124\uba85\uc11c\ub97c<\/a> \ucc38\uc870\ud558\uc138\uc694.<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>\ucd94\uac00 \ub9ac\uc18c\uc2a4<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 SAS\uc5d0\uc11c \ub2e4\ub978 \uc77c\ubc18\uc801\uc778 \uc791\uc5c5\uc744 \uc218\ud589\ud558\ub294 \ubc29\ubc95\uc744 \uc124\uba85\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/ko\/sas\u110b\u1174-\u1103\u1161\u11ab\u1109\u116e\u11ab-\u1109\u1165\u11ab\u1112\u1167\u11bc-\u1112\u116c\u1100\u1171\/\" target=\"_blank\" rel=\"noopener\">SAS\uc5d0\uc11c \ub2e8\uc21c \uc120\ud615 \ud68c\uadc0\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95<\/a><br \/> <a href=\"https:\/\/statorials.org\/ko\/sas\u110b\u1174-\u1103\u1161\u110c\u116e\u11bc-\u1109\u1165\u11ab\u1112\u1167\u11bc-\u1112\u116c\u1100\u1171\/\" target=\"_blank\" rel=\"noopener\">SAS\uc5d0\uc11c \ub2e4\uc911 \uc120\ud615 \ud68c\uadc0\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95<\/a><br \/> <a href=\"https:\/\/statorials.org\/ko\/sas\u110b\u1174-\u1103\u1161\u1112\u1161\u11bc\u1109\u1175\u11a8-\u1112\u116c\u1100\u1171\/\" target=\"_blank\" rel=\"noopener\">SAS\uc5d0\uc11c \ub2e4\ud56d\uc2dd \ud68c\uadc0\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95<\/a><br \/> <a href=\"https:\/\/statorials.org\/ko\/\u110b\u1166\u110b\u1165\u1105\u1169\u11a8\u110b\u1174-\u1105\u1169\u110c\u1175\u1109\u1173\u1110\u1175\u11a8-\u1112\u116c\u1100\u1171\/\" target=\"_blank\" rel=\"noopener\">SAS\uc5d0\uc11c \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>SAS\uc758 PROC GLMSELECT \ubb38\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc7a0\uc7ac\uc801\uc778 \uc608\uce21 \ubcc0\uc218 \ubaa9\ub85d\uc744 \uae30\ubc18\uc73c\ub85c \ucd5c\uc0c1\uc758 \ud68c\uadc0 \ubaa8\ub378\uc744 \uc120\ud0dd\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub2e4\uc74c \uc608\uc5d0\uc11c\ub294 \uc774 \ubb38\uc744 \uc2e4\uc81c\ub85c \uc0ac\uc6a9\ud558\ub294 \ubc29\ubc95\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4. \uc608: \ubaa8\ub378 \uc120\ud0dd\uc744 \uc704\ud574 SAS\uc5d0\uc11c PROC GLMSELECT\ub97c \uc0ac\uc6a9\ud558\ub294 \ubc29\ubc95 (1) \uacf5\ubd80\uc5d0 \uc18c\ube44\ud55c \uc2dc\uac04, (2) \uc751\uc2dc\ud55c \uc900\ube44 \uc2dc\ud5d8 \uc218, (3) \uc131\ubcc4\uc744 \uc0ac\uc6a9\ud558\uc5ec \ud559\uc0dd\uc758 &#8216;\uc2dc\ud5d8 \ucd5c\uc885 \uc131\uc801&#8217;\uc744 \uc608\uce21\ud558\ub294 \ub2e4\uc911 \uc120\ud615 \ud68c\uadc0 \ubaa8\ub378\uc744 \uc801\ud569\ud654\ud55c\ub2e4\uace0 [&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-4595","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>SAS\uc5d0\uc11c PROC GLMSELECT \ubb38\uc744 \uc0ac\uc6a9\ud558\ub294 \ubc29\ubc95 - \ud1b5\uacc4<\/title>\n<meta name=\"description\" content=\"\uc774 \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 SAS\uc5d0\uc11c PROC GLMSELECT\ub97c \uc0ac\uc6a9\ud558\uc5ec \ubaa8\ub378 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