{"id":683,"date":"2023-07-29T02:37:17","date_gmt":"2023-07-29T02:37:17","guid":{"rendered":"https:\/\/statorials.org\/ko\/%e1%84%80%e1%85%b3%e1%84%85%e1%85%a5%e1%86%b8%e1%84%89%e1%85%b3-%e1%84%90%e1%85%a6%e1%84%89%e1%85%b3%e1%84%90%e1%85%b3-r\/"},"modified":"2023-07-29T02:37:17","modified_gmt":"2023-07-29T02:37:17","slug":"%e1%84%80%e1%85%b3%e1%84%85%e1%85%a5%e1%86%b8%e1%84%89%e1%85%b3-%e1%84%90%e1%85%a6%e1%84%89%e1%85%b3%e1%84%90%e1%85%b3-r","status":"publish","type":"post","link":"https:\/\/statorials.org\/ko\/%e1%84%80%e1%85%b3%e1%84%85%e1%85%a5%e1%86%b8%e1%84%89%e1%85%b3-%e1%84%90%e1%85%a6%e1%84%89%e1%85%b3%e1%84%90%e1%85%b3-r\/","title":{"rendered":"R\uc5d0\uc11c grubbs\uc758 \ud14c\uc2a4\ud130\ub97c \uc2e4\ud589\ud558\ub294 \ubc29\ubc95"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><strong>Grubbs \ud14c\uc2a4\ud2b8\ub294<\/strong> \ub370\uc774\ud130 \uc138\ud2b8\uc5d0\uc11c \uc774\uc0c1\uac12\uc758 \uc874\uc7ac\ub97c \uc2dd\ubcc4\ud558\ub294 \ub370 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \ud1b5\uacc4 \ud14c\uc2a4\ud2b8\uc785\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc774 \uac80\uc815\uc744 \uc0ac\uc6a9\ud558\ub824\uba74 \ub370\uc774\ud130 \uc138\ud2b8\uac00 \ub300\ub7b5\uc801\uc778 \uc815\uaddc \ubd84\ud3ec\ub97c \uac00\uc838\uc57c \ud558\uba70 \ucd5c\uc18c 7\uac1c\uc758 \uad00\uce21\uce58\ub97c \ud3ec\ud568\ud574\uc57c \ud569\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc774 \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 R\uc5d0\uc11c Grubbs \ud14c\uc2a4\ud2b8\ub97c \uc218\ud589\ud558\uc5ec \ub370\uc774\ud130\uc138\ud2b8\uc758 \uc774\uc0c1\uac12\uc744 \uac80\uc0c9\ud558\ub294 \ubc29\ubc95\uc744 \uc124\uba85\ud569\ub2c8\ub2e4.<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>\uc608: R\uc758 Grubbs \ud14c\uc2a4\ud2b8<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">R\uc5d0\uc11c Grubbs \ud14c\uc2a4\ud2b8\ub97c \uc218\ud589\ud558\ub824\uba74 \ub2e4\uc74c \uad6c\ubb38\uc744 \uc0ac\uc6a9\ud558\ub294 <strong>Outliers<\/strong> \ud328\ud0a4\uc9c0\uc758 <strong>grubbs.test()<\/strong> \ud568\uc218\ub97c \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>grubbs.test(x, \uc720\ud615 = 10, \ubc18\ub300 = FALSE, \uc591\uba74 = FALSE)<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\">\uae08:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>x:<\/strong> \ub370\uc774\ud130 \uac12\uc758 \uc22b\uc790\ud615 \ubca1\ud130<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>\uc720\ud615:<\/strong> 10 = \ucd5c\ub300\uac12\uc774 \uc774\uc0c1\uac12\uc778\uc9c0 \ud14c\uc2a4\ud2b8, 11 = \ucd5c\uc18c\uac12\uacfc \ucd5c\ub300\uac12\uc774 \uc774\uc0c1\uac12\uc778\uc9c0 \ud14c\uc2a4\ud2b8, 20 = \uaf2c\ub9ac\uc5d0 2\uac1c\uc758 \uc774\uc0c1\uac12\uc774 \uc788\ub294\uc9c0 \ud14c\uc2a4\ud2b8<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>\ubc18\ub300:<\/strong> \ud3c9\uade0\uacfc \uac00\uc7a5 \ud070 \ucc28\uc774\uac00 \uc788\ub294 \uac12\uc774 \uc544\ub2c8\ub77c \ubc18\ub300 \uac12\uc744 \ud655\uc778\ud558\ub824\ub294\uc9c0 \uc5ec\ubd80\ub97c \ub098\ud0c0\ub0b4\ub294 \ub17c\ub9ac(\uac00\uc7a5 \ub0ae\uc740 \uac12, \uac00\uc7a5 \uc758\uc2ec\uc2a4\ub7ec\uc6b4 \uac12\uc774 \uac00\uc7a5 \ub192\uc740 \uac12 \ub4f1)<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>\uc591\uce21:<\/strong> \uac80\uc0ac\ub97c \uc591\uce21\uc73c\ub85c \ucc98\ub9ac\ud574\uc57c \ud558\ub294\uc9c0 \uc5ec\ubd80\ub97c \ub098\ud0c0\ub0b4\ub294 \ub17c\ub9ac\uac12<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\uc774 \ud14c\uc2a4\ud2b8\uc5d0\uc11c\ub294 \ub2e4\uc74c \ub450 \uac00\uc9c0 \uac00\uc124\uc744 \uc0ac\uc6a9\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>H <sub>0<\/sub> (\uadc0\ubb34\uac00\uc124):<\/strong> \ub370\uc774\ud130\uc5d0 \uc774\uc0c1\uce58\uac00 \uc5c6\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong><sub>HA<\/sub> (\ub300\ub9bd\uac00\uc124):<\/strong> \ub370\uc774\ud130\uc5d0 \ud2b9\uc774\uce58\uac00 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \uc608\uc5d0\uc11c\ub294 Grubbs \ud14c\uc2a4\ud2b8\ub97c \uc218\ud589\ud558\uc5ec \ub370\uc774\ud130 \uc138\ud2b8\uc758 \ucd5c\ub300\uac12\uc774 \uc774\uc0c1\uac12\uc778\uc9c0 \ud655\uc778\ud558\ub294 \ubc29\ubc95\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #e5e5e5; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#load Outliers package\n<\/span>library(Outliers)\n\n<span style=\"color: #008080;\">#createdata<\/span>\ndata &lt;- c(5, 14, 15, 15, 14, 13, 19, 17, 16, 20, 22, 8, 21, 28, 11, 9, 29, 40)\n\n<span style=\"color: #008080;\">#perform Grubbs' Test to see if '40' is an outlier\n<\/span>grubbs.test(data)\n\n# Grubbs test for one outlier\n#\n#data:data\n#G = 2.65990, U = 0.55935, p-value = 0.02398\n#alternative hypothesis: highest value 40 is an outlier\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\uac80\uc815\uc758 \uac80\uc815 \ud1b5\uacc4\ub7c9\uc740 <strong>G = 2.65990<\/strong> \uc774\uace0 \ud574\ub2f9 p-\uac12\uc740 <strong>p = 0.02398<\/strong> \uc785\ub2c8\ub2e4. \uc774 \uac12\uc740 0.05\ubcf4\ub2e4 \uc791\uc73c\ubbc0\ub85c \uadc0\ubb34\uac00\uc124\uc744 \uae30\uac01\ud558\uace0 \ucd5c\ub300\uac12 40\uc774 \ud2b9\uc774\uce58\ub77c\ub294 \uacb0\ub860\uc744 \ub0b4\ub9bd\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\ub300\uc2e0\uc5d0 &#8220;5&#8221;\uc758 \uac00\uc7a5 \ub0ae\uc740 \uac12\uc774 \uc774\uc0c1\uce58\uc778\uc9c0 \ud14c\uc2a4\ud2b8\ud558\ub824\uba74 <strong>reverse=TRUE<\/strong> \uba85\ub839\uc744 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #e5e5e5; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#perform Grubbs' Test to see if '5' is an outlier\n<\/span>grubbs.test(data, opposite= <span style=\"color: #993366;\">TRUE<\/span> )\n\n# Grubbs test for one outlier\n#\n#data:data\n#G = 1.4879, U = 0.8621, p-value = 1\n#alternative hypothesis: lowest value 5 is an outlier\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\uac80\uc815 \ud1b5\uacc4\ub7c9\uc740 <strong>G = 1.4879<\/strong> \uc774\uace0 \ud574\ub2f9 p-\uac12\uc740 <strong>p = 1<\/strong> \uc785\ub2c8\ub2e4. \uc774 \uac12\uc740 0.05 \uc774\uc0c1\uc774\ubbc0\ub85c \uadc0\ubb34\uac00\uc124\uc744 \uae30\uac01\ud560 \uc218 \uc5c6\uc2b5\ub2c8\ub2e4. \ucd5c\uc18c\uac12 &#8220;5&#8221;\uac00 \ud2b9\uc774\uce58\ub77c\uace0 \ub9d0\ud560 \uc218 \uc788\ub294 \ucda9\ubd84\ud55c \uc99d\uac70\uac00 \uc5c6\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\ub9c8\uc9c0\ub9c9\uc73c\ub85c \ub370\uc774\ud130 \uc138\ud2b8\uc758 \ud55c\ucabd \ub05d\uc5d0 40\uacfc 42\ub77c\ub294 \ub450 \uac1c\uc758 \ud070 \uac12\uc774 \uc788\ub2e4\uace0 \uac00\uc815\ud569\ub2c8\ub2e4. \uc774 <em>\ub450<\/em> \uac12\uc774 \uc774\uc0c1\uac12\uc778\uc9c0 \ud14c\uc2a4\ud2b8\ud558\uae30 \uc704\ud574 Grubbs \ud14c\uc2a4\ud2b8\ub97c \uc218\ud589\ud558\uace0 <strong>type=20\uc744<\/strong> \uc9c0\uc815\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #e5e5e5; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create dataset with two large values at one end: 40 and 42<\/span>\ndata &lt;- c(5, 14, 15, 15, 14, 13, 19, 17, 16, 20, 22, 8, 21, 28, 11, 9, 29, 40, 42) \n\n<span style=\"color: #008080;\">#perform Grubbs' Test to see if both 40 and 42 are outliers\n<\/span>grubbs.test(data, type=20)\n\n# Grubbs test for two outliers\n#\n#data: data\n#U = 0.38111, p-value = 0.01195\n#alternative hypothesis: highest values 40, 42 are outliers\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\uac80\uc815\uc758 p-\uac12\uc740 <strong>0.01195<\/strong> \uc785\ub2c8\ub2e4. \uc774 \uac12\uc740 0.05\ubcf4\ub2e4 \uc791\uc73c\ubbc0\ub85c \uadc0\ubb34\uac00\uc124\uc744 \uae30\uac01\ud558\uace0 \uac12 40\uacfc 42\uac00 \ubaa8\ub450 \uc774\uc0c1\uce58\ub77c\uace0 \ub9d0\ud560 \uc218 \uc788\ub294 \ucda9\ubd84\ud55c \uc99d\uac70\uac00 \uc788\ub2e4\uace0 \uacb0\ub860\uc744 \ub0b4\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<h2> <strong>\uc774\uc0c1\uce58\ub97c \ucc98\ub9ac\ud558\ub294 \ubc29\ubc95<\/strong><\/h2>\n<p> <span style=\"color: #000000;\">Grubbs \ud14c\uc2a4\ud2b8\uac00 \ub370\uc774\ud130 \uc138\ud2b8\uc5d0\uc11c \uc774\uc0c1\uac12\uc744 \uc2dd\ubcc4\ud558\ub294 \uacbd\uc6b0 \ub2e4\uc74c\uacfc \uac19\uc740 \uba87 \uac00\uc9c0 \uc635\uc158\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>1. \uac12\uc774 \uc624\ud0c0\ub098 \ub370\uc774\ud130 \uc785\ub825 \uc624\ub958\uac00 \uc544\ub2cc\uc9c0 \ub2e4\uc2dc \ud655\uc778\ud558\uc138\uc694.<\/strong> \ub54c\ub85c\ub294 \ub370\uc774\ud130 \uc138\ud2b8\uc5d0\uc11c \uc774\uc0c1\uce58\ub85c \ub098\ud0c0\ub098\ub294 \uac12\uc774 \ub2e8\uc21c\ud788 \ub370\uc774\ud130 \uc785\ub825 \uc911 \uac1c\uc778\uc774 \uc791\uc131\ud55c \uc624\ud0c0\uc77c \uc218\ub3c4 \uc788\uc2b5\ub2c8\ub2e4. \ucd94\uac00 \uacb0\uc815\uc744 \ub0b4\ub9ac\uae30 \uc804\uc5d0 \ub3cc\uc544\uac00\uc11c \uac12\uc774 \uc62c\ubc14\ub974\uac8c \uc785\ub825\ub418\uc5c8\ub294\uc9c0 \ud655\uc778\ud558\uc138\uc694.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>2. \uc774\uc0c1\uac12\uc5d0 \uc0c8 \uac12\uc744 \ud560\ub2f9\ud569\ub2c8\ub2e4<\/strong> . \uc774\uc0c1\uac12\uc774 \uc624\ud0c0\ub098 \ub370\uc774\ud130 \uc785\ub825 \uc624\ub958\ub85c \uc778\ud574 \ubc1c\uc0dd\ud55c \uac83\uc73c\ub85c \ud310\uba85\ub418\uba74 \ub370\uc774\ud130 \uc138\ud2b8\uc758 \ud3c9\uade0<\/span> <a href=\"https:\/\/statorials.org\/ko\/\u110c\u116e\u11bc\u1109\u1175\u11b7-\u1100\u1167\u11bc\u1112\u1163\u11bc\u110b\u1173\u11af-\u110e\u1173\u11a8\u110c\u1165\u11bc\/\" target=\"_blank\" rel=\"noopener\">\uc774\ub098 \uc911\uc559\uac12<\/a> \uacfc \uac19\uc740 \uc0c8 \uac12\uc744 \ud560\ub2f9\ud558\uae30\ub85c \uacb0\uc815\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p> <span style=\"color: #000000;\"><strong>3. \uc774\uc0c1\uac12\uc744 \uc81c\uac70\ud569\ub2c8\ub2e4.<\/strong> \uac12\uc774 \uc2e4\uc81c\ub85c \uc774\uc0c1\uac12\uc778 \uacbd\uc6b0 \uc804\uccb4 \ubd84\uc11d\uc5d0 \uc0c1\ub2f9\ud55c \uc601\ud5a5\uc744 \ubbf8\uce60 \uacbd\uc6b0 \ud574\ub2f9 \uac12\uc744 \uc81c\uac70\ud558\ub3c4\ub85d \uc120\ud0dd\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Grubbs \ud14c\uc2a4\ud2b8\ub294 \ub370\uc774\ud130 \uc138\ud2b8\uc5d0\uc11c \uc774\uc0c1\uac12\uc758 \uc874\uc7ac\ub97c \uc2dd\ubcc4\ud558\ub294 \ub370 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \ud1b5\uacc4 \ud14c\uc2a4\ud2b8\uc785\ub2c8\ub2e4. \uc774 \uac80\uc815\uc744 \uc0ac\uc6a9\ud558\ub824\uba74 \ub370\uc774\ud130 \uc138\ud2b8\uac00 \ub300\ub7b5\uc801\uc778 \uc815\uaddc \ubd84\ud3ec\ub97c \uac00\uc838\uc57c \ud558\uba70 \ucd5c\uc18c 7\uac1c\uc758 \uad00\uce21\uce58\ub97c \ud3ec\ud568\ud574\uc57c \ud569\ub2c8\ub2e4. \uc774 \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 R\uc5d0\uc11c Grubbs \ud14c\uc2a4\ud2b8\ub97c \uc218\ud589\ud558\uc5ec \ub370\uc774\ud130\uc138\ud2b8\uc758 \uc774\uc0c1\uac12\uc744 \uac80\uc0c9\ud558\ub294 \ubc29\ubc95\uc744 \uc124\uba85\ud569\ub2c8\ub2e4. \uc608: R\uc758 Grubbs \ud14c\uc2a4\ud2b8 R\uc5d0\uc11c Grubbs \ud14c\uc2a4\ud2b8\ub97c \uc218\ud589\ud558\ub824\uba74 \ub2e4\uc74c \uad6c\ubb38\uc744 \uc0ac\uc6a9\ud558\ub294 Outliers \ud328\ud0a4\uc9c0\uc758 grubbs.test() \ud568\uc218\ub97c \uc0ac\uc6a9\ud560 [&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-683","post","type-post","status-publish","format-standard","hentry","category-20"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - 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