{"id":2597,"date":"2023-07-21T13:44:24","date_gmt":"2023-07-21T13:44:24","guid":{"rendered":"https:\/\/statorials.org\/ko\/%e1%84%8b%e1%85%a6%e1%84%8b%e1%85%a5%e1%84%85%e1%85%a9%e1%86%a8%e1%84%8b%e1%85%b4-%e1%84%85%e1%85%a9%e1%84%8c%e1%85%b5%e1%84%89%e1%85%b3%e1%84%90%e1%85%b5%e1%86%a8-%e1%84%92%e1%85%ac%e1%84%80%e1%85%b1\/"},"modified":"2023-07-21T13:44:24","modified_gmt":"2023-07-21T13:44:24","slug":"%e1%84%8b%e1%85%a6%e1%84%8b%e1%85%a5%e1%84%85%e1%85%a9%e1%86%a8%e1%84%8b%e1%85%b4-%e1%84%85%e1%85%a9%e1%84%8c%e1%85%b5%e1%84%89%e1%85%b3%e1%84%90%e1%85%b5%e1%86%a8-%e1%84%92%e1%85%ac%e1%84%80%e1%85%b1","status":"publish","type":"post","link":"https:\/\/statorials.org\/ko\/%e1%84%8b%e1%85%a6%e1%84%8b%e1%85%a5%e1%84%85%e1%85%a9%e1%86%a8%e1%84%8b%e1%85%b4-%e1%84%85%e1%85%a9%e1%84%8c%e1%85%b5%e1%84%89%e1%85%b3%e1%84%90%e1%85%b5%e1%86%a8-%e1%84%92%e1%85%ac%e1%84%80%e1%85%b1\/","title":{"rendered":"Sas\uc5d0\uc11c \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><a href=\"https:\/\/statorials.org\/ko\/\u1105\u1169\u110c\u1175\u1109\u1173\u1110\u1175\u11a8-\u1112\u116c\u1100\u1171-1\/\" target=\"_blank\" rel=\"noopener noreferrer\">\ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0\ub294<\/a> \uc751\ub2f5 \ubcc0\uc218\uac00 \uc774\uc9c4\uc77c \ub54c \ud68c\uadc0 \ubaa8\ub378\uc744 \ub9de\ucd94\ub294 \ub370 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \ubc29\ubc95\uc785\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0 \ubd84\uc11d\uc5d0\uc11c\ub294 <em>\ucd5c\ub300 \uc6b0\ub3c4 \ucd94\uc815<\/em> \uc774\ub77c\ub294 \ubc29\ubc95\uc744 \uc0ac\uc6a9\ud558\uc5ec \ub2e4\uc74c \ud615\uc2dd\uc758 \ubc29\uc815\uc2dd\uc744 \ucc3e\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>\ub85c\uadf8[p(X) \/ (1 <sub>&#8211;<\/sub> p(X))] = \u03b2 <sub>0<\/sub> + \u03b2 <sub>1<\/sub> X <sub>1<\/sub> + \u03b2 <sub>2<\/sub> X <sub>2<\/sub> + \u2026 + \u03b2 <sub>p<\/sub><\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\">\uae08:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>X <sub>j<\/sub><\/strong> : j <sup>\ubc88\uc9f8<\/sup> \uc608\uce21\ubcc0\uc218<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>\u03b2 <sub>j<\/sub><\/strong> : j <sup>\ubc88\uc9f8<\/sup> \uc608\uce21\ubcc0\uc218\uc5d0 \ub300\ud55c \uacc4\uc218 \ucd94\uc815<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\ubc29\uc815\uc2dd \uc624\ub978\ucabd\uc758 \uacf5\uc2dd\uc740 \uc751\ub2f5 \ubcc0\uc218\uac00 \uac12 1\uc744 \ucde8\ud560 <strong>\ub85c\uadf8 \ud655\ub960\uc744<\/strong> \uc608\uce21\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \ub2e8\uacc4\ubcc4 \uc608\uc5d0\uc11c\ub294 SAS\uc5d0\uc11c \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0 \ubaa8\ub378\uc744 \ud53c\ud305\ud558\ub294 \ubc29\ubc95\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>1\ub2e8\uacc4: \ub370\uc774\ud130\uc138\ud2b8 \ub9cc\ub4e4\uae30<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\uba3c\uc800, 18\uba85\uc758 \ud559\uc0dd\uc5d0 \ub300\ud574 \ub2e4\uc74c \uc138 \uac00\uc9c0 \ubcc0\uc218\uc5d0 \ub300\ud55c \uc815\ubcf4\uac00 \ud3ec\ud568\ub41c \ub370\uc774\ud130\uc138\ud2b8\ub97c \ub9cc\ub4ed\ub2c8\ub2e4.<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">\ud2b9\uc815 \ub300\ud559 \uc785\ud559 (1 = \uc608, 0 = \uc544\ub2c8\uc694)<\/span><\/li>\n<li> <span style=\"color: #000000;\">GPA(1~4\ub4f1\uae09)<\/span><\/li>\n<li> <span style=\"color: #000000;\">ACT \uc810\uc218(1~36\uc810)<\/span> <\/li>\n<\/ul>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">\/*create dataset*\/\n<\/span><span style=\"color: #800080;\">data<\/span> my_data;\n    <span style=\"color: #3366ff;\">input<\/span> acceptance gpa act;\n    <span style=\"color: #3366ff;\">datalines<\/span> ;\n1 3 30\n0 1 21\n0 2 26\n0 1 24\n1 3 29\n1 3 34\n0 3 31\n1 2 29\n0 1 21\n1 2 21\n0 1 15\n1 3 32\n1 4 31\n1 4 29\n0 1 24\n1 4 29\n1 3 21\n1 4 34\n;\n<span style=\"color: #800080;\">run<\/span> ;\n\n<span style=\"color: #008000;\">\/*view dataset*\/\n<\/span><span style=\"color: #800080;\">proc print<\/span> <span style=\"color: #3366ff;\">data<\/span> =my_data;\n<\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-22971 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/journalsas1.jpg\" alt=\"\" width=\"196\" height=\"439\" srcset=\"\" sizes=\"auto, \"><\/p>\n<h3> <span style=\"color: #000000;\"><strong>2\ub2e8\uacc4: \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0 \ubaa8\ub378 \uc801\ud569<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c\uc73c\ub85c, \ubc18\uc751 \ubcc0\uc218\ub85c &#8220;acceptance&#8221;\ub97c \uc0ac\uc6a9\ud558\uace0 \uc608\uce21 \ubcc0\uc218\ub85c &#8220;gpa&#8221;\uc640 &#8220;act&#8221;\ub97c \uc0ac\uc6a9\ud558\uc5ec \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0 \ubaa8\ub378\uc744 \ub9de\ucd94\uae30 \uc704\ud574 <strong>proc Logistics\ub97c<\/strong> \uc0ac\uc6a9\ud560 \uac83\uc785\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>\ucc38\uace0<\/strong> : SAS\uac00 \uc751\ub2f5 \ubcc0\uc218\uc758 \uac12\uc774 1\uc77c \ud655\ub960\uc744 \uc608\uce21\ud558\ub824\uba74 <strong>\uac10\uc18c\ub97c<\/strong> \uc9c0\uc815\ud574\uc57c \ud569\ub2c8\ub2e4. \uae30\ubcf8\uc801\uc73c\ub85c SAS\ub294 \uc751\ub2f5 \ubcc0\uc218\uc758 \uac12\uc774 0\uc77c \ud655\ub960\uc744 \uc608\uce21\ud569\ub2c8\ub2e4.<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008000;\">\/*fit logistic regression model*\/\n<\/span><span style=\"color: #800080;\">proc logistic<\/span> <span style=\"color: #3366ff;\">data<\/span> =my_data <span style=\"color: #3366ff;\">descending<\/span> ;\n  <span style=\"color: #3366ff;\">model<\/span> acceptance = gpa act;\n<span style=\"color: #800080;\">run<\/span> ;<\/strong><\/span>\n<\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-22972 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/logsas2.jpg\" alt=\"\" width=\"434\" height=\"563\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">\uad00\uc2ec \uc788\ub294 \uccab \ubc88\uc9f8 \ud14c\uc774\ube14\uc758 \uc81c\ubaa9\uc740 <strong>Model Fit Statistics<\/strong> \uc785\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc774 \ud45c\uc5d0\uc11c \ubaa8\ub378\uc758 AIC \uac12\uc744 \ubcfc \uc218 \uc788\uc73c\uba70 \uc774\ub294 <strong>16.595<\/strong> \ub85c \ub098\ud0c0\ub0a9\ub2c8\ub2e4. AIC \uac12\uc774 \ub0ae\uc744\uc218\ub85d \ubaa8\ub378\uc774 \ub370\uc774\ud130\ub97c \ub354 \uc798 \uc801\ud569\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uadf8\ub7ec\ub098 <a href=\"https:\/\/statorials.org\/ko\" target=\"_blank\" rel=\"noopener\">&#8220;\uc591\ud638\ud55c&#8221; AIC \uac12\uc73c\ub85c<\/a> \uac04\uc8fc\ub418\ub294 \uae30\uc900\uc740 \uc5c6\uc2b5\ub2c8\ub2e4. \uc624\ud788\ub824 AIC\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc5ec\ub7ec \ubaa8\ub378\uc758 \uc801\ud569\uc131\uc744 \ub3d9\uc77c\ud55c \ub370\uc774\ud130 \uc138\ud2b8\uc5d0 \ube44\uad50\ud569\ub2c8\ub2e4. AIC \uac12\uc774 \uac00\uc7a5 \ub0ae\uc740 \ubaa8\ub378\uc774 \uc77c\ubc18\uc801\uc73c\ub85c \uac00\uc7a5 \uc88b\uc740 \ubaa8\ub378\ub85c \uac04\uc8fc\ub429\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \uad00\uc2ec \ud45c\uc758 \uc81c\ubaa9\uc740 <strong>\uc804\uc5ed \uadc0\ubb34 \uac00\uc124 \ud14c\uc2a4\ud2b8: BETA=0<\/strong> \uc785\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc774 \ud45c\uc5d0\uc11c \uc6b0\ub3c4\ube44 \uce74\uc774\uc81c\uacf1 \uac12\uc740 <strong>13.4620<\/strong> \uc774\uace0 \ud574\ub2f9 p-\uac12\uc740 <strong>0.0012<\/strong> \uc785\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc774 p-\uac12\uc740 0.05\ubcf4\ub2e4 \uc791\uc73c\ubbc0\ub85c \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0 \ubaa8\ub378\uc774 \uc804\uccb4\uc801\uc73c\ub85c \ud1b5\uacc4\uc801\uc73c\ub85c \uc720\uc758\ud558\ub2e4\ub294 \uac83\uc744 \uc54c \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c\uc73c\ub85c, <strong>\ucd5c\ub300 \uc6b0\ub3c4 \ucd94\uc815\uce58 \ubd84\uc11d\uc774\ub77c\ub294<\/strong> \uc81c\ubaa9\uc758 \ud45c\uc5d0\uc11c \uacc4\uc218 \ucd94\uc815\uce58\ub97c \ubd84\uc11d\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc774 \ud45c\uc5d0\uc11c \uc6b0\ub9ac\ub294 gpa\uc640 act\uc5d0 \ub300\ud55c \uacc4\uc218\ub97c \ubcfc \uc218 \uc788\ub294\ub370, \uc774\ub294 \uac01 \ubcc0\uc218\uac00 1\ub2e8\uc704 \uc99d\uac00\ud560 \ub54c \ub300\ud559\uc5d0 \ud569\uaca9\ud560 \ub85c\uadf8 \ud655\ub960\uc758 \ud3c9\uade0 \ubcc0\ud654\ub97c \ub098\ud0c0\ub0c5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc608\ub97c \ub4e4\uc5b4:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">GPA \uac12\uc774 1\ub2e8\uc704 \uc99d\uac00\ud558\uba74 \ub300\ud559\uc5d0 \ud569\uaca9\ud560 \ud655\ub960\uc774 \ud3c9\uade0 <strong>2.9665<\/strong> \uc99d\uac00\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li> <span style=\"color: #000000;\">ACT \uc810\uc218\uac00 1\ub2e8\uc704 \uc99d\uac00\ud558\uba74 \ub300\ud559\uc5d0 \ud569\uaca9\ud560 \ud655\ub960\uc774 \ud3c9\uade0 <strong>0.1145<\/strong> <em>\uac10\uc18c<\/em> \ud569\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\uacb0\uacfc\uc758 \ud574\ub2f9 p-\uac12\uc740 \uac01 \uc608\uce21 \ubcc0\uc218\uac00 \uc2b9\uc778 \uac00\ub2a5\uc131\uc744 \uc608\uce21\ud558\ub294 \ub370 \uc5bc\ub9c8\ub098 \ud6a8\uacfc\uc801\uc778\uc9c0\uc5d0 \ub300\ud55c \uc544\uc774\ub514\uc5b4\ub3c4 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">GPA P-\uac12: <strong>0.0679<\/strong><\/span><\/li>\n<li> <span style=\"color: #000000;\">ACT P-\uac12: <strong>0.6289<\/strong><\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\uc774\ub294 GPA\uac00 \ub300\ud559 \ud569\uaca9\uc5d0 \ub300\ud55c \ud1b5\uacc4\uc801\uc73c\ub85c \uc720\uc758\ubbf8\ud55c \uc608\uce21 \ubcc0\uc218\uc778 \ubc18\uba74 ACT \uc810\uc218\ub294 \ud1b5\uacc4\uc801\uc73c\ub85c \uc720\uc758\ubbf8\ud558\uc9c0 \uc54a\uc740 \uac83\uc73c\ub85c \ub098\ud0c0\ub0a8\uc744 \uc758\ubbf8\ud569\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 SAS\uc5d0\uc11c \ub2e4\ub978 \ud68c\uadc0 \ubaa8\ub378\uc744 \ub9de\ucd94\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><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0\ub294 \uc751\ub2f5 \ubcc0\uc218\uac00 \uc774\uc9c4\uc77c \ub54c \ud68c\uadc0 \ubaa8\ub378\uc744 \ub9de\ucd94\ub294 \ub370 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \ubc29\ubc95\uc785\ub2c8\ub2e4. \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0 \ubd84\uc11d\uc5d0\uc11c\ub294 \ucd5c\ub300 \uc6b0\ub3c4 \ucd94\uc815 \uc774\ub77c\ub294 \ubc29\ubc95\uc744 \uc0ac\uc6a9\ud558\uc5ec \ub2e4\uc74c \ud615\uc2dd\uc758 \ubc29\uc815\uc2dd\uc744 \ucc3e\uc2b5\ub2c8\ub2e4. \ub85c\uadf8[p(X) \/ (1 &#8211; p(X))] = \u03b2 0 + \u03b2 1 X 1 + \u03b2 2 X 2 + \u2026 + \u03b2 p \uae08: X j : j [&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-2597","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 \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95 \u2013 Statorials\ud559<\/title>\n<meta name=\"description\" content=\"\uc774 \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 \ub2e8\uacc4\ubcc4 \uc608\uc81c\ub97c \ud1b5\ud574 SAS\uc5d0\uc11c \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0\ub97c \uc218\ud589\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 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