{"id":2560,"date":"2023-07-21T17:32:31","date_gmt":"2023-07-21T17:32:31","guid":{"rendered":"https:\/\/statorials.org\/ko\/sas%e1%84%8b%e1%85%b4-%e1%84%83%e1%85%a1%e1%84%8c%e1%85%ae%e1%86%bc-%e1%84%89%e1%85%a5%e1%86%ab%e1%84%92%e1%85%a7%e1%86%bc-%e1%84%92%e1%85%ac%e1%84%80%e1%85%b1\/"},"modified":"2023-07-21T17:32:31","modified_gmt":"2023-07-21T17:32:31","slug":"sas%e1%84%8b%e1%85%b4-%e1%84%83%e1%85%a1%e1%84%8c%e1%85%ae%e1%86%bc-%e1%84%89%e1%85%a5%e1%86%ab%e1%84%92%e1%85%a7%e1%86%bc-%e1%84%92%e1%85%ac%e1%84%80%e1%85%b1","status":"publish","type":"post","link":"https:\/\/statorials.org\/ko\/sas%e1%84%8b%e1%85%b4-%e1%84%83%e1%85%a1%e1%84%8c%e1%85%ae%e1%86%bc-%e1%84%89%e1%85%a5%e1%86%ab%e1%84%92%e1%85%a7%e1%86%bc-%e1%84%92%e1%85%ac%e1%84%80%e1%85%b1\/","title":{"rendered":"Sas\uc5d0\uc11c \ub2e4\uc911 \uc120\ud615 \ud68c\uadc0\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95"},"content":{"rendered":"

<\/p>\n

\n

\ub2e4\uc911 \uc120\ud615 \ud68c\uadc0\ub294<\/a> \ub458 \uc774\uc0c1\uc758 \uc608\uce21 \ubcc0\uc218\uc640 \ubc18\uc751 \ubcc0\uc218<\/a> \uac04\uc758 \uad00\uacc4\ub97c \uc774\ud574\ud558\ub294 \ub370 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \ubc29\ubc95\uc785\ub2c8\ub2e4.<\/span><\/p>\n

\uc774 \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 SAS\uc5d0\uc11c \ub2e4\uc911 \uc120\ud615 \ud68c\uadc0\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95\uc744 \uc124\uba85\ud569\ub2c8\ub2e4.<\/span><\/p>\n

1\ub2e8\uacc4: \ub370\uc774\ud130 \uc0dd\uc131<\/strong><\/span><\/h3>\n

\ud559\uc0dd\uc758 \ucd5c\uc885 \uc2dc\ud5d8 \uc131\uc801\uc744 \uc608\uce21\ud558\uae30 \uc704\ud574 \uacf5\ubd80\ud55c \uc2dc\uac04\uacfc \uce58\ub978 \uc5f0\uc2b5 \uc2dc\ud5d8 \ud69f\uc218\ub97c \uc0ac\uc6a9\ud558\ub294 \ub2e4\uc911 \uc120\ud615 \ud68c\uadc0 \ubaa8\ub378\uc744 \uc801\ud569\ud654\ud55c\ub2e4\uace0 \uac00\uc815\ud574 \ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n

\uc2dc\ud5d8 \uc810\uc218 = \u03b2 0<\/sub> + \u03b2 1<\/sub> (\uc2dc\uac04) + \u03b2 2<\/sub> (\uc900\ube44 \uc2dc\ud5d8)<\/span><\/p>\n

\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

 \/*create dataset*\/\n<\/span>data<\/span> exam_data;\n    input<\/span> hours prep_exams score;\n    datalines<\/span> ;\n1 1 76\n2 3 78\n2 3 85\n4 5 88\n2 2 72\n1 2 69\n5 1 94\n4 1 94\n2 0 88\n4 3 92\n4 4 90\n3 3 75\n6 2 96\n5 4 90\n3 4 82\n4 4 85\n6 5 99\n2 1 83\n1 0 62\n2 1 76\n;\nrun<\/span> ;\n<\/strong><\/pre>\n
 2\ub2e8\uacc4: \ub2e4\uc911 \uc120\ud615 \ud68c\uadc0 \uc218\ud589<\/strong><\/span><\/h3>\n
 \ub2e4\uc74c\uc73c\ub85c proc reg\ub97c<\/strong> \uc0ac\uc6a9\ud558\uc5ec \ub2e4\uc911 \uc120\ud615 \ud68c\uadc0 \ubaa8\ub378\uc744 \ub370\uc774\ud130\uc5d0 \ub9de\ucda5\ub2c8\ub2e4.<\/span> <\/p>\n
 \/*fit multiple linear regression model*\/<\/span>\nproc reg<\/span> data<\/span> =exam_data;\n    model<\/span> score = hours prep_exams;\nrun<\/span> ;<\/strong> <\/pre>\n
\"\"<\/p>\n
 \uac01 \ud45c\uc5d0\uc11c \uac00\uc7a5 \uad00\ub828\uc131\uc774 \ub192\uc740 \uc22b\uc790\ub97c \ud574\uc11d\ud558\ub294 \ubc29\ubc95\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n
 \uaca9\ucc28 \ubd84\uc11d\ud45c:<\/strong><\/span><\/p>\n
 \uc774 p-\uac12\uc740 0.05\ubcf4\ub2e4 \uc791\uc73c\ubbc0\ub85c \ud68c\uadc0 \ubaa8\ub378 \uc804\uccb4\uac00 \ud1b5\uacc4\uc801\uc73c\ub85c \uc720\uc758\ud558\ub2e4\ub294 \uacb0\ub860\uc744 \ub0b4\ub9bd\ub2c8\ub2e4.<\/span><\/p>\n
 \ubaa8\ub378 \ub9de\ucda4 \ud14c\uc774\ube14:<\/strong><\/span><\/p>\n
 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
 \uc77c\ubc18\uc801\uc73c\ub85c \ud68c\uadc0 \ubaa8\ub378\uc758 R \uc81c\uacf1 \uac12\uc774<\/a> \ud074\uc218\ub85d \uc608\uce21 \ubcc0\uc218\uac00 \uc751\ub2f5 \ubcc0\uc218 \uac12\uc744 \ub354 \uc798 \uc608\uce21\ud569\ub2c8\ub2e4.<\/span><\/p>\n
 \uc774 \uacbd\uc6b0 \uc2dc\ud5d8\uc810\uc218 \ubcc0\ub3d9\uc758 73.4%<\/strong> \ub294 \uacf5\ubd80\uc2dc\uac04\uacfc \uc900\ube44\uc2dc\ud5d8 \ud69f\uc218\ub85c \uc124\uba85\ud560 \uc218 \uc788\ub2e4.<\/span><\/p>\n
 \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
 \uc774 \ud68c\uadc0 \ubaa8\ub378\uc5d0\uc11c \uad00\uce21\uac12\uc740 \ud68c\uadc0\uc120\uc5d0\uc11c \ud3c9\uade0 5.3657<\/strong> \ub2e8\uc704\ub9cc\ud07c \ubc97\uc5b4\ub0a9\ub2c8\ub2e4.<\/span><\/p>\n
 \ubaa8\uc218 \ucd94\uc815\uce58 \ud45c:<\/strong><\/span><\/p>\n
 \uc774 \ud45c\uc758 \ubaa8\uc218 \ucd94\uc815\uac12\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc801\ud569 \ud68c\uadc0 \ubc29\uc815\uc2dd\uc744 \uc791\uc131\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n
 \uc2dc\ud5d8 \uc810\uc218 = 67.674 + 5.556*(\uc2dc\uac04) \u2013 0.602*(prep_exams)<\/span><\/p>\n
 \uc6b0\ub9ac\ub294 \uc774 \ubc29\uc815\uc2dd\uc744 \uc0ac\uc6a9\ud558\uc5ec \ud559\uc2b5 \uc2dc\uac04 \uc218\uc640 \uc751\uc2dc\ud55c \uc5f0\uc2b5 \uc2dc\ud5d8 \uc218\ub97c \uae30\ubc18\uc73c\ub85c \ud559\uc0dd\uc758 \uc608\uc0c1 \uc2dc\ud5d8 \uc810\uc218\ub97c \ucc3e\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n
 \uc608\ub97c \ub4e4\uc5b4, 3\uc2dc\uac04 \ub3d9\uc548 \uacf5\ubd80\ud558\uace0 2\uac1c\uc758 \uc900\ube44 \uc2dc\ud5d8\uc744 \uce58\ub978 \ud559\uc0dd\uc740 \uc2dc\ud5d8 \uc810\uc218 83.1<\/strong> \uc744 \ubc1b\uc544\uc57c \ud569\ub2c8\ub2e4.<\/span><\/p>\n
 \uc608\uc0c1 \uc2dc\ud5d8 \uc810\uc218 = 67.674 + 5.556*(3) \u2013 0.602*(2) = 83.1<\/strong><\/span><\/p>\n
 \uc2dc\uac04\uc5d0 \ub300\ud55c p-\uac12(<0.0001)\uc740 0.05\ubcf4\ub2e4 \uc791\uc2b5\ub2c8\ub2e4. \uc774\ub294 \uc2dc\ud5d8 \uacb0\uacfc\uc640 \ud1b5\uacc4\uc801\uc73c\ub85c \uc720\uc758\ubbf8\ud55c \uc5f0\uad00\uc131\uc774 \uc788\uc74c\uc744 \uc758\ubbf8\ud569\ub2c8\ub2e4.<\/span><\/p>\n
 \uadf8\ub7ec\ub098 \uc608\ube44\uc2dc\ud5d8\uc758 p\uac12(0.5193)\uc740 0.05 \uc774\uc0c1\uc73c\ub85c \uc2dc\ud5d8\uacb0\uacfc\uc640 \ud1b5\uacc4\uc801\uc73c\ub85c \uc720\uc758\ubbf8\ud55c \uc5f0\uad00\uc131\uc774 \uc5c6\uc74c\uc744 \uc758\ubbf8\ud55c\ub2e4.<\/span><\/p>\n
 \ud1b5\uacc4\uc801\uc73c\ub85c \uc720\uc758\ubbf8\ud558\uc9c0 \uc54a\uc740 \uc900\ube44 \uc2dc\ud5d8\uc744 \ubaa8\ub378\uc5d0\uc11c \uc81c\uac70\ud558\uace0 \ub300\uc2e0 \uc5f0\uad6c \uc2dc\uac04\uc744 \uc720\uc77c\ud55c \uc608\uce21 \ubcc0\uc218\ub85c \uc0ac\uc6a9\ud558\uc5ec \ub2e8\uc21c \uc120\ud615 \ud68c\uadc0\ub97c<\/a> \uc218\ud589\ud558\uae30\ub85c \uacb0\uc815\ud560 \uc218\ub3c4 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n
 \ucd94\uac00 \ub9ac\uc18c\uc2a4<\/strong><\/span><\/h3>\n
 \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
 SAS\uc5d0\uc11c \uc0c1\uad00\uad00\uacc4\ub97c \uacc4\uc0b0\ud558\ub294 \ubc29\ubc95<\/a>
 SAS\uc5d0\uc11c \ub2e8\uc21c \uc120\ud615 \ud68c\uadc0\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95<\/a>
 SAS\uc5d0\uc11c \uc77c\uc6d0 \ubd84\uc0b0 \ubd84\uc11d\uc744 \uc218\ud589\ud558\ub294 \ubc29\ubc95<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"
\ub2e4\uc911 \uc120\ud615 \ud68c\uadc0\ub294 \ub458 \uc774\uc0c1\uc758 \uc608\uce21 \ubcc0\uc218\uc640 \ubc18\uc751 \ubcc0\uc218 \uac04\uc758 \uad00\uacc4\ub97c \uc774\ud574\ud558\ub294 \ub370 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \ubc29\ubc95\uc785\ub2c8\ub2e4. \uc774 \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 SAS\uc5d0\uc11c \ub2e4\uc911 \uc120\ud615 \ud68c\uadc0\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95\uc744 \uc124\uba85\ud569\ub2c8\ub2e4. 1\ub2e8\uacc4: \ub370\uc774\ud130 \uc0dd\uc131 \ud559\uc0dd\uc758 \ucd5c\uc885 \uc2dc\ud5d8 \uc131\uc801\uc744 \uc608\uce21\ud558\uae30 \uc704\ud574 \uacf5\ubd80\ud55c \uc2dc\uac04\uacfc \uce58\ub978 \uc5f0\uc2b5 \uc2dc\ud5d8 \ud69f\uc218\ub97c \uc0ac\uc6a9\ud558\ub294 \ub2e4\uc911 \uc120\ud615 \ud68c\uadc0 \ubaa8\ub378\uc744 \uc801\ud569\ud654\ud55c\ub2e4\uace0 \uac00\uc815\ud574 \ubcf4\uaca0\uc2b5\ub2c8\ub2e4. \uc2dc\ud5d8 \uc810\uc218 = \u03b2 0 + […]<\/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-2560","post","type-post","status-publish","format-standard","hentry","category-20"],"yoast_head":"\nSAS\uc5d0\uc11c \ub2e4\uc911 \uc120\ud615 \ud68c\uadc0\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95 - 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 \ud68c\uadc0 \ubaa8\ub378\uc758 \uc804\uccb4 F-\uac12<\/a> \uc740 23.46<\/b> \uc774\uace0 \ud574\ub2f9 p-\uac12\uc740 <0.0001<\/strong> \uc785\ub2c8\ub2e4.<\/span><\/p>\n