{"id":4428,"date":"2023-07-11T04:37:05","date_gmt":"2023-07-11T04:37:05","guid":{"rendered":"https:\/\/statorials.org\/ko\/sas-rmse\/"},"modified":"2023-07-11T04:37:05","modified_gmt":"2023-07-11T04:37:05","slug":"sas-rmse","status":"publish","type":"post","link":"https:\/\/statorials.org\/ko\/sas-rmse\/","title":{"rendered":"Sas\uc5d0\uc11c rmse\ub97c \uacc4\uc0b0\ud558\ub294 \ubc29\ubc95"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\ud68c\uadc0 \ubaa8\ub378\uc774 \ub370\uc774\ud130 \uc138\ud2b8\uc5d0 \uc5bc\ub9c8\ub098 \uc798 \ub9de\ub294\uc9c0 \ud3c9\uac00\ud558\ub294 \ud55c \uac00\uc9c0 \ubc29\ubc95\uc740 <strong>\ud3c9\uade0 \uc81c\uacf1 \uc624\ucc28\ub97c<\/strong> \uacc4\uc0b0\ud558\ub294 \uac83\uc785\ub2c8\ub2e4. \uc774\ub294 \ubaa8\ub378\uc758 \uc608\uce21 \uac12\uacfc \ub370\uc774\ud130 \uc138\ud2b8\uc758 \uc2e4\uc81c \uac12 \uc0ac\uc774\uc758 \ud3c9\uade0 \uac70\ub9ac\ub97c \uc54c\ub824\uc8fc\ub294 \uc9c0\ud45c\uc785\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">RMSE\uac00 \ub0ae\uc744\uc218\ub85d \ud2b9\uc815 \ubaa8\ub378\uc774 \ub370\uc774\ud130 \uc138\ud2b8\uc5d0 \ub354 \uc798 &#8220;\uc801\ud569&#8221;\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc885\uc885 <strong>RMSE\ub85c<\/strong> \uc57d\uce6d\ub418\ub294 \ud3c9\uade0 \uc81c\uacf1 \uc624\ucc28\ub97c \ucc3e\ub294 \uacf5\uc2dd\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>RMSE =<\/strong> \u221a <span style=\"border-top: 1px solid black;\">\u03a3(P <sub>i<\/sub> \u2013 O <sub>i<\/sub> ) <sup>2<\/sup> \/ n<\/span><\/span><\/p>\n<p> <span style=\"color: #000000;\">\uae08:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">\u03a3\ub294 &#8216;\ud569&#8217;\uc744 \ub098\ud0c0\ub0b4\ub294 \uae30\ud638\uc785\ub2c8\ub2e4.<\/span><\/li>\n<li> <span style=\"color: #000000;\"><sub>Pi\ub294<\/sub> \ub370\uc774\ud130 \uc138\ud2b8\uc758 <sup>i\ubc88\uc9f8<\/sup> \uad00\uce21\uce58\uc5d0 \ub300\ud55c \uc608\uce21 \uac12\uc785\ub2c8\ub2e4.<\/span><\/li>\n<li> <span style=\"color: #000000;\">O <sub>i<\/sub> \ub294 \ub370\uc774\ud130\uc138\ud2b8\uc758 <sup>i\ubc88\uc9f8<\/sup> \uad00\uce21\uce58\uc5d0 \ub300\ud55c \uad00\uce21\uac12\uc785\ub2c8\ub2e4.<\/span><\/li>\n<li> <span style=\"color: #000000;\">n\uc740 \ud45c\ubcf8 \ud06c\uae30\uc785\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \ub2e8\uacc4\ubcc4 \uc608\uc5d0\uc11c\ub294 SAS\uc5d0\uc11c \ub2e8\uc21c \uc120\ud615 \ud68c\uadc0 \ubaa8\ub378\uc5d0 \ub300\ud55c RMSE\ub97c \uacc4\uc0b0\ud558\ub294 \ubc29\ubc95\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><b>1\ub2e8\uacc4: \ub370\uc774\ud130 \uc0dd\uc131<\/b><\/span><\/h2>\n<p> <span style=\"color: #000000;\">\uc774 \uc608\uc5d0\uc11c\ub294 15\uba85\uc758 \ud559\uc0dd\uc758 \ucd1d \ud559\uc2b5 \uc2dc\uac04\uacfc \ucd5c\uc885 \uc2dc\ud5d8 \uc131\uc801\uc774 \ud3ec\ud568\ub41c \ub370\uc774\ud130 \uc138\ud2b8\ub97c \uc0dd\uc131\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc6b0\ub9ac\ub294 <em>\uc2dc\uac04\uc744<\/em> \uc608\uce21 \ubcc0\uc218\ub85c \uc0ac\uc6a9\ud558\uace0 <em>\uc810\uc218\ub97c<\/em> \uc751\ub2f5 \ubcc0\uc218\ub85c \uc0ac\uc6a9\ud558\uc5ec \uac04\ub2e8\ud55c \uc120\ud615 \ud68c\uadc0 \ubaa8\ub378\uc744 \uc801\ud569\ud654\ud560 \uac83\uc785\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \ucf54\ub4dc\ub294 SAS\uc5d0\uc11c \uc774 \ub370\uc774\ud130 \uc138\ud2b8\ub97c \uc0dd\uc131\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: #008000;\">\/*create dataset*\/\n<\/span><span style=\"color: #800080;\">data<\/span> exam_data;\n    <span style=\"color: #3366ff;\">input<\/span> hours score;\n    <span style=\"color: #3366ff;\">datalines<\/span> ;\n1 64\n2 66\n4 76\n5 73\n5 74\n6 81\n6 83\n7 82\n8 80\n10 88\n11 84\n11 82\n12 91\n12 93\n14 89\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> =exam_data;\n<\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-22743 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/simplesas1.jpg\" alt=\"\" width=\"143\" height=\"367\" srcset=\"\" sizes=\"auto, \"><\/p>\n<h2> <span style=\"color: #000000;\"><b>2\ub2e8\uacc4: \ub2e8\uc21c \uc120\ud615 \ud68c\uadc0 \ubaa8\ub378 \ud53c\ud305<\/b><\/span><\/h2>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c\uc73c\ub85c, \ub2e8\uc21c \uc120\ud615 \ud68c\uadc0 \ubaa8\ub378\uc744 \ub9de\ucd94\uae30 \uc704\ud574 <strong>proc reg\ub97c<\/strong> \uc0ac\uc6a9\ud560 \uac83\uc785\ub2c8\ub2e4:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">\/*fit simple linear regression model*\/\n<\/span><span style=\"color: #800080;\">proc reg<\/span> <span style=\"color: #3366ff;\">data<\/span> =exam_data;\n    <span style=\"color: #3366ff;\">model<\/span> score = hours;\n<span style=\"color: #800080;\">run<\/span> ;<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-22744\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/simplesas2.jpg\" alt=\"SAS\uc758 \ub2e8\uc21c \uc120\ud615 \ud68c\uadc0 \ucd9c\ub825\" width=\"416\" height=\"501\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">\ucd9c\ub825\uc758 RMSE\ub294 <strong>3.64093<\/strong> \uc785\ub2c8\ub2e4.<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>3\ub2e8\uacc4: \ud68c\uadc0 \ubaa8\ub378\uc5d0\uc11c RMSE \ucd94\ucd9c<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">\uc774 \ubaa8\ub378\uc758 RMSE\ub9cc \ud45c\uc2dc\ud558\uace0 \ub2e4\ub978 \ucd9c\ub825 \uacb0\uacfc\ub294 \ud45c\uc2dc\ud558\uc9c0 \uc54a\uc73c\ub824\uba74 \ub2e4\uc74c \ucf54\ub4dc\ub97c \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">\/*fit simple linear regression model*\/<\/span><span style=\"color: #000000;\"><span style=\"color: #800080;\">\nproc reg<\/span> <span style=\"color: #3366ff;\">data<\/span> =exam_data <span style=\"color: #3366ff;\">outest<\/span> =outest <span style=\"color: #3366ff;\">noprint<\/span> ;\n    <span style=\"color: #3366ff;\">model<\/span> score = hours \/ <span style=\"color: #3366ff;\">rmse<\/span> ;\n<span style=\"color: #800080;\">run<\/span> ;\n<span style=\"color: #800080;\">quit<\/span> ;\n\n<span style=\"color: #008000;\">\/*print RMSE of model*\/\n<\/span><span style=\"color: #800080;\">proc print<\/span> <span style=\"color: #3366ff;\">data<\/span> =outest;\n    <span style=\"color: #3366ff;\">var<\/span> _RMSE_;\n<span style=\"color: #800080;\">run<\/span> ;<\/span><\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-34702\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/rmse11.png\" alt=\"SAS\uc5d0\uc11c RMSE \uacc4\uc0b0\" width=\"182\" height=\"96\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">\ucd9c\ub825\uc5d0\ub294 RMSE \uac12 <b>3.64093<\/b> \ub9cc \ud45c\uc2dc\ub429\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>\ucc38\uace0<\/strong> : <strong>proc reg<\/strong> \uc758 <strong>noprint<\/strong> \uc778\uc218\ub294 SAS\uc5d0\uac8c \uc774\uc804 \ub2e8\uacc4\uc5d0\uc11c\ucc98\ub7fc \uc804\uccb4 \ud68c\uadc0 \uacb0\uacfc \ucd9c\ub825\uc744 \uc778\uc1c4\ud558\uc9c0 \uc54a\ub3c4\ub85d \uc9c0\uc2dc\ud569\ub2c8\ub2e4.<\/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> <span style=\"color: #000000;\"><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><\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\ud68c\uadc0 \ubaa8\ub378\uc774 \ub370\uc774\ud130 \uc138\ud2b8\uc5d0 \uc5bc\ub9c8\ub098 \uc798 \ub9de\ub294\uc9c0 \ud3c9\uac00\ud558\ub294 \ud55c \uac00\uc9c0 \ubc29\ubc95\uc740 \ud3c9\uade0 \uc81c\uacf1 \uc624\ucc28\ub97c \uacc4\uc0b0\ud558\ub294 \uac83\uc785\ub2c8\ub2e4. \uc774\ub294 \ubaa8\ub378\uc758 \uc608\uce21 \uac12\uacfc \ub370\uc774\ud130 \uc138\ud2b8\uc758 \uc2e4\uc81c \uac12 \uc0ac\uc774\uc758 \ud3c9\uade0 \uac70\ub9ac\ub97c \uc54c\ub824\uc8fc\ub294 \uc9c0\ud45c\uc785\ub2c8\ub2e4. RMSE\uac00 \ub0ae\uc744\uc218\ub85d \ud2b9\uc815 \ubaa8\ub378\uc774 \ub370\uc774\ud130 \uc138\ud2b8\uc5d0 \ub354 \uc798 &#8220;\uc801\ud569&#8221;\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc885\uc885 RMSE\ub85c \uc57d\uce6d\ub418\ub294 \ud3c9\uade0 \uc81c\uacf1 \uc624\ucc28\ub97c \ucc3e\ub294 \uacf5\uc2dd\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4. RMSE = \u221a \u03a3(P i [&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-4428","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 RMSE\ub97c \uacc4\uc0b0\ud558\ub294 \ubc29\ubc95 - \ud1b5\uacc4\ud559<\/title>\n<meta name=\"description\" content=\"\uc774 \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 SAS\uc5d0\uc11c RMSE\ub97c \uacc4\uc0b0\ud558\ub294 \ubc29\ubc95\uc744 \uc608\uc81c\uc640 \ud568\uaed8 \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 rel=\"canonical\" href=\"https:\/\/statorials.org\/ko\/sas-rmse\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"SAS\uc5d0\uc11c RMSE\ub97c \uacc4\uc0b0\ud558\ub294 \ubc29\ubc95 - 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