{"id":1240,"date":"2023-07-27T04:14:56","date_gmt":"2023-07-27T04:14:56","guid":{"rendered":"https:\/\/statorials.org\/ko\/r%e1%84%8b%e1%85%b4-%e1%84%90%e1%85%a6%e1%84%89%e1%85%b3%e1%84%90%e1%85%b3-%e1%84%80%e1%85%aa%e1%86%ab%e1%84%85%e1%85%b5%e1%84%8c%e1%85%a1\/"},"modified":"2023-07-27T04:14:56","modified_gmt":"2023-07-27T04:14:56","slug":"r%e1%84%8b%e1%85%b4-%e1%84%90%e1%85%a6%e1%84%89%e1%85%b3%e1%84%90%e1%85%b3-%e1%84%80%e1%85%aa%e1%86%ab%e1%84%85%e1%85%b5%e1%84%8c%e1%85%a1","status":"publish","type":"post","link":"https:\/\/statorials.org\/ko\/r%e1%84%8b%e1%85%b4-%e1%84%90%e1%85%a6%e1%84%89%e1%85%b3%e1%84%90%e1%85%b3-%e1%84%80%e1%85%aa%e1%86%ab%e1%84%85%e1%85%b5%e1%84%8c%e1%85%a1\/","title":{"rendered":"R\uc5d0\uc11c scheffe \ud14c\uc2a4\ud2b8\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\/\u1103\u1161\u11ab\u1107\u1161\u11bc\u1112\u1163\u11bc-\u110b\u1161\u1102\u1169\u1107\u1161\/\" target=\"_blank\" rel=\"noopener noreferrer\">\uc77c\uc6d0 \ubd84\uc0b0 \ubd84\uc11d\uc740<\/a> 3\uac1c \uc774\uc0c1\uc758 \ub3c5\ub9bd \uadf8\ub8f9 \ud3c9\uade0 \uac04\uc5d0 \ud1b5\uacc4\uc801\uc73c\ub85c \uc720\uc758\ud55c \ucc28\uc774\uac00 \uc788\ub294\uc9c0 \uc5ec\ubd80\ub97c \ud655\uc778\ud558\ub294 \ub370 \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">ANOVA \ud14c\uc774\ube14\uc758 \uc804\uccb4 <a href=\"https:\/\/statorials.org\/ko\/\u1110\u1169\u11bc\u1100\u1168\u1112\u1161\u11a8\u110b\u1173\u11ab-\u1100\u1161\u11ab\u1103\u1161\u11ab\u1112\u1161\u1100\u1169-\u110c\u1175\u11a8\u110c\u1165\u11b8\u110c\u1165\u11a8\u110b\u1175\u11ab-\u1107\u1161\u11bc\u1107\u1165\u11b8\u110b\u1173\u1105\u1169-\u1100\u1162\u1102\u1167\u11b7\u110b\u1173\u11af-\u1109\u1165\u11af\u1106\u1167\u11bc\u1112\u1161\u1106\u1173\u1105\u1169-\u1110\u1169\u11bc\u1100\u1168\u1105\u1173\u11af-\u1103\u1165-\u1109\u1171\u11b8\u1100\u1166-\u1107\u1162\u110b\u116e\u11af-\u1109\u116e-\u110b\u1175\u11bb\u1109\u1173\u11b8\u1102\u1175\u1103\u1161.\/\" target=\"_blank\" rel=\"noopener noreferrer\">p-\uac12\uc774<\/a> \ud2b9\uc815 \uc720\uc758 \uc218\uc900\ubcf4\ub2e4 \ub0ae\uc73c\uba74 \uadf8\ub8f9 \ud3c9\uade0 \uc911 \ud558\ub098 \uc774\uc0c1\uc774 \ub2e4\ub978 \ud3c9\uade0\uacfc \ub2e4\ub974\ub2e4\uace0 \ub9d0\ud560 \uc218 \uc788\ub294 \ucda9\ubd84\ud55c \uc99d\uac70\uac00 \uc788\ub294 \uac83\uc785\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uadf8\ub7ec\ub098 \uc774\ub294 <em>\uc5b4\ub5a4<\/em> \uadf8\ub8f9\uc774 \uc11c\ub85c \ub2e4\ub978\uc9c0\ub294 \uc54c\ub824\uc8fc\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4. \uc774\ub294 \ub2e8\uc21c\ud788 \ubaa8\ub4e0 \uadf8\ub8f9 \ud3c9\uade0\uc774 \ub3d9\uc77c\ud558\uc9c0\ub294 \uc54a\ub2e4\ub294 \uac83\uc744 \uc54c\ub824\uc90d\ub2c8\ub2e4.<\/span><\/p>\n<p> \uc5b4\ub5a4 \uadf8\ub8f9\uc774 \uc11c\ub85c \ub2e4\ub978\uc9c0 \uc815\ud655\ud788 \uc54c\uae30 \uc704\ud574\uc11c\ub294 <span style=\"color: #000000;\"><a href=\"https:\/\/statorials.org\/ko\/\u1100\u1168\u110b\u1167\u11af-\u110b\u1169\u1105\u1172\u110b\u1172\u11af\/\" target=\"_blank\" rel=\"noopener noreferrer\">\ud328\ubc00\ub9ac\ubcc4 \uc624\ub958\uc728\uc744<\/a><\/span> <span style=\"color: #000000;\">\uc870\uc808\ud560 \uc218 \uc788\ub294 <a href=\"https:\/\/statorials.org\/ko\/\u1109\u1161\u1112\u116e-anova-\u1110\u1166\u1109\u1173\u1110\u1173\/\" target=\"_blank\" rel=\"noopener noreferrer\">\uc0ac\ud6c4 \ud14c\uc2a4\ud2b8\ub97c<\/a> \uc218\ud589\ud574\uc57c \ud569\ub2c8\ub2e4<\/span> .<\/p>\n<p> <span style=\"color: #000000;\">\uac00\uc7a5 \uc77c\ubc18\uc801\uc73c\ub85c \uc0ac\uc6a9\ub418\ub294 \uc0ac\ud6c4 \ud14c\uc2a4\ud2b8 \uc911 \ud558\ub098\ub294 Scheffe \ud14c\uc2a4\ud2b8\uc785\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc774 \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 R\uc5d0\uc11c Scheffe \ud14c\uc2a4\ud2b8\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95\uc744 \uc124\uba85\ud569\ub2c8\ub2e4.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\uc608: R\uc758 Scheffe \ud14c\uc2a4\ud2b8<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\uad50\uc0ac\uac00 \uc138 \uac00\uc9c0 \ub2e4\ub978 \ud559\uc2b5 \ubc29\ubc95\uc774 \ud559\uc0dd\ub4e4 \uc0ac\uc774\uc5d0 \ub2e4\ub978 \uc2dc\ud5d8 \uc810\uc218\ub85c \uc774\uc5b4\uc9c0\ub294\uc9c0 \uc5ec\ubd80\ub97c \uc54c\uace0 \uc2f6\uc5b4\ud55c\ub2e4\uace0 \uac00\uc815\ud574 \ubcf4\uaca0\uc2b5\ub2c8\ub2e4. \uc774\ub97c \ud14c\uc2a4\ud2b8\ud558\uae30 \uc704\ud574 \uadf8\ub140\ub294 \uac01 \ud559\uc2b5 \uae30\uc220\uc744 \uc0ac\uc6a9\ud558\ub3c4\ub85d 10\uba85\uc758 \ud559\uc0dd\uc744 \ubb34\uc791\uc704\ub85c \ud560\ub2f9\ud558\uace0 \uadf8\ub4e4\uc758 \uc2dc\ud5d8 \uacb0\uacfc\ub97c \uae30\ub85d\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">R\uc5d0\uc11c \ub2e4\uc74c \ub2e8\uacc4\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc77c\uc6d0 \ubd84\uc0b0 \ubd84\uc11d\uc744 \uc801\uc6a9\ud558\uc5ec \uc138 \uadf8\ub8f9 \uac04\uc758 \ud3c9\uade0 \uc2dc\ud5d8 \uc810\uc218 \ucc28\uc774\ub97c \ud14c\uc2a4\ud2b8\ud558\uace0 Scheffe \ud14c\uc2a4\ud2b8\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc815\ud655\ud788 \uc5b4\ub5a4 \uadf8\ub8f9\uc774 \ub2e4\ub978\uc9c0 \ud655\uc778\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <strong><span style=\"color: #000000;\">1\ub2e8\uacc4: \ub370\uc774\ud130\uc138\ud2b8\ub97c \ub9cc\ub4ed\ub2c8\ub2e4.<\/span><\/strong><\/p>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \ucf54\ub4dc\ub294 \ud559\uc0dd 30\uba85 \ubaa8\ub450\uc758 \uc2dc\ud5d8 \uacb0\uacfc\uac00 \ud3ec\ud568\ub41c \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: #008080;\">#create data frame<\/span>\ndata &lt;- data.frame(technique = <span style=\"color: #3366ff;\">rep<\/span> (c(\"tech1\", \"tech2\", \"tech3\"), <span style=\"color: #3366ff;\">each<\/span> = <span style=\"color: #008000;\">10<\/span> ),\n                   score = c(76, 77, 77, 81, 82, 82, 83, 84, 85, 89,\n                             81, 82, 83, 83, 83, 84, 87, 90, 92, 93,\n                             77, 78, 79, 88, 89, 90, 91, 95, 95, 98))\n\n<span style=\"color: #008080;\">#view first six rows of data frame<\/span>\nhead(data)\n\n  technical score\n1 tech1 76\n2 tech1 77\n3 tech1 77\n4 tech1 81\n5 tech1 82\n6 tech1 82\n<\/strong><\/pre>\n<p> <strong><span style=\"color: #000000;\">2\ub2e8\uacc4: \uac01 \uadf8\ub8f9\uc758 \uc2dc\ud5d8 \uacb0\uacfc\ub97c \ubd05\ub2c8\ub2e4.<\/span><\/strong><\/p>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \ucf54\ub4dc\ub294 \uac01 \uadf8\ub8f9\uc758 \uc2dc\ud5d8 \uacb0\uacfc \ubd84\ud3ec\ub97c \uc2dc\uac01\ud654\ud558\uae30 \uc704\ud574 \uc0c1\uc790 \uadf8\ub9bc\uc744 \uc0dd\uc131\ud558\ub294 \ubc29\ubc95\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>boxplot(score ~ technique,\n        data = data,\n        main = \"Exam Scores by Studying Technique\",\n        xlab = \"Studying Technique\",\n        ylab = \"Exam Scores\",\n        col = \"steelblue\",\n        border = \"black\")\n<\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-12294\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/bonf1.png\" alt=\"R\uc758 Bonferroni \uc218\uc815\" width=\"411\" height=\"410\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <strong><span style=\"color: #000000;\">3\ub2e8\uacc4: \uc77c\uc6d0 \ubd84\uc0b0 \ubd84\uc11d\uc744 \uc218\ud589\ud569\ub2c8\ub2e4.<\/span><\/strong><\/p>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \ucf54\ub4dc\ub294 \uc77c\uc6d0 \ubd84\uc0b0 \ubd84\uc11d\uc744 \uc218\ud589\ud558\uc5ec \uac01 \uadf8\ub8f9\uc758 \ud3c9\uade0 \uc2dc\ud5d8 \uc810\uc218 \uac04\uc758 \ucc28\uc774\ub97c \ud14c\uc2a4\ud2b8\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: #008080;\">#fit the one-way ANOVA model<\/span>\nmodel &lt;- aov(score ~ technique, data = data)\n\n<span style=\"color: #008080;\">#view model output\n<\/span>summary(model)\n\n            Df Sum Sq Mean Sq F value Pr(&gt;F)  \ntechnical 2 211.5 105.73 3.415 0.0476 *\nResiduals 27 836.0 30.96                 \n---\nSignificant. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\uc804\uccb4 p-\uac12( <strong>0.0476<\/strong> )\uc774 0.05\ubcf4\ub2e4 \uc791\uc73c\ubbc0\ub85c \uc774\ub294 \uac01 \uadf8\ub8f9\uc758 \ud3c9\uade0 \uc2dc\ud5d8 \uc810\uc218\uac00 \ub3d9\uc77c\ud558\uc9c0 \uc54a\uc74c\uc744 \ub098\ud0c0\ub0c5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c\uc73c\ub85c Scheffe \ud14c\uc2a4\ud2b8\ub97c \uc218\ud589\ud558\uc5ec \uc5b4\ub5a4 \uadf8\ub8f9\uc774 \ub2e4\ub978\uc9c0 \ud655\uc778\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>4\ub2e8\uacc4: Scheffe \ud14c\uc2a4\ud2b8\ub97c \uc218\ud589\ud569\ub2c8\ub2e4.<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\">Scheffe \ud14c\uc2a4\ud2b8\ub97c \uc218\ud589\ud558\uae30 \uc704\ud574 <a href=\"https:\/\/cran.r-project.org\/web\/packages\/DescTools\/DescTools.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">DescTools<\/a> \ud328\ud0a4\uc9c0\uc758 <strong>ScheffeTest()<\/strong> \ud568\uc218\ub97c \uc0ac\uc6a9\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \ucf54\ub4dc\ub294 \uc608\uc81c\uc5d0\uc11c \uc774 \ud568\uc218\ub97c \uc0ac\uc6a9\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: #008080;\">#load DescTools package<\/span>\nlibrary(DescTools)\n\n<span style=\"color: #008080;\">#perform Scheffe's test\n<\/span>ScheffeTest(model)\n\n  Posthoc multiple comparisons of means: Scheffe Test \n    95% family-wise confidence level\n\n$technical\n            diff lwr.ci upr.ci pval    \ntech2-tech1 4.2 -2.24527202 10.645272 0.2582    \ntech3-tech1 6.4 -0.04527202 12.845272 0.0519 .  \ntech3-tech2 2.2 -4.24527202 8.645272 0.6803    \n\n---\nSignificant. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\uacb0\uacfc\ub97c \ud574\uc11d\ud558\ub294 \ubc29\ubc95\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">\uae30\uc220 2\uc640 \uae30\uc220 1\uc758 \uc2dc\ud5d8 \uacb0\uacfc \ud3c9\uade0 \ucc28\uc774\ub294 <strong>4.2<\/strong> \uc785\ub2c8\ub2e4. \ud3c9\uade0 \ucc28\uc774\uc5d0 \ud574\ub2f9\ud558\ub294 p-\uac12\uc740 <strong>0.2582<\/strong> \uc785\ub2c8\ub2e4.<\/span><\/li>\n<li> <span style=\"color: #000000;\">\uae30\uc220 3\uacfc \uae30\uc220 1\uc758 \uc2dc\ud5d8 \uacb0\uacfc \ud3c9\uade0 \ucc28\uc774\ub294 <strong>6.4<\/strong> \uc785\ub2c8\ub2e4. \ud3c9\uade0 \ucc28\uc774\uc5d0 \ud574\ub2f9\ud558\ub294 p-\uac12\uc740 <strong>0.0519<\/strong> \uc785\ub2c8\ub2e4.<\/span><\/li>\n<li> <span style=\"color: #000000;\">\uae30\uc220 3\uacfc \uae30\uc220 2\uc758 \uc2dc\ud5d8 \uacb0\uacfc \ud3c9\uade0 \ucc28\uc774\ub294 <strong>2.2<\/strong> \uc785\ub2c8\ub2e4. \ud3c9\uade0 \ucc28\uc774\uc5d0 \ud574\ub2f9\ud558\ub294 p-\uac12\uc740 <strong>0.6803<\/strong> \uc785\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\uc0ac\uc6a9\ud558\uae30\ub85c \uacb0\uc815\ud55c \uc720\uc758\uc131 \uc218\uc900\uc5d0 \ub530\ub77c \ud1b5\uacc4\uc801\uc73c\ub85c \uc720\uc758\ud558\uac8c \ub2e4\ub974\uac8c \ub098\ud0c0\ub098\ub294 \uc720\uc77c\ud55c \ub450 \uadf8\ub8f9\uc740 \uae30\ubc95 3\uacfc \uae30\ubc95 1\uc785\ub2c8\ub2e4.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\ucd94\uac00 \ub9ac\uc18c\uc2a4<\/strong><\/span><\/h3>\n<p> <a href=\"https:\/\/statorials.org\/ko\/\u1103\u1161\u11ab\u1107\u1161\u11bc\u1112\u1163\u11bc-anova-r\/\" target=\"_blank\" rel=\"noopener noreferrer\">R\uc5d0\uc11c \uc77c\uc6d0 \ubd84\uc0b0 \ubd84\uc11d\uc744 \uc218\ud589\ud558\ub294 \ubc29\ubc95<\/a><br \/> <a href=\"https:\/\/statorials.org\/ko\/\u1110\u1165\u110f\u1175-\u1110\u1166\u1109\u1173\u1110\u1173-r\/\" target=\"_blank\" rel=\"noopener noreferrer\">R\uc5d0\uc11c Tukey \ud14c\uc2a4\ud2b8\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95<\/a><br \/> <a href=\"https:\/\/statorials.org\/ko\/r\u110b\u1174-bonferroni-\u1109\u116e\u110c\u1165\u11bc\/\" target=\"_blank\" rel=\"noopener noreferrer\">R\uc5d0\uc11c Bonferroni \ubcf4\uc815\uc744 \uc218\ud589\ud558\ub294 \ubc29\ubc95<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\uc77c\uc6d0 \ubd84\uc0b0 \ubd84\uc11d\uc740 3\uac1c \uc774\uc0c1\uc758 \ub3c5\ub9bd \uadf8\ub8f9 \ud3c9\uade0 \uac04\uc5d0 \ud1b5\uacc4\uc801\uc73c\ub85c \uc720\uc758\ud55c \ucc28\uc774\uac00 \uc788\ub294\uc9c0 \uc5ec\ubd80\ub97c \ud655\uc778\ud558\ub294 \ub370 \uc0ac\uc6a9\ub429\ub2c8\ub2e4. ANOVA \ud14c\uc774\ube14\uc758 \uc804\uccb4 p-\uac12\uc774 \ud2b9\uc815 \uc720\uc758 \uc218\uc900\ubcf4\ub2e4 \ub0ae\uc73c\uba74 \uadf8\ub8f9 \ud3c9\uade0 \uc911 \ud558\ub098 \uc774\uc0c1\uc774 \ub2e4\ub978 \ud3c9\uade0\uacfc \ub2e4\ub974\ub2e4\uace0 \ub9d0\ud560 \uc218 \uc788\ub294 \ucda9\ubd84\ud55c \uc99d\uac70\uac00 \uc788\ub294 \uac83\uc785\ub2c8\ub2e4. \uadf8\ub7ec\ub098 \uc774\ub294 \uc5b4\ub5a4 \uadf8\ub8f9\uc774 \uc11c\ub85c \ub2e4\ub978\uc9c0\ub294 \uc54c\ub824\uc8fc\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4. \uc774\ub294 \ub2e8\uc21c\ud788 \ubaa8\ub4e0 \uadf8\ub8f9 \ud3c9\uade0\uc774 \ub3d9\uc77c\ud558\uc9c0\ub294 \uc54a\ub2e4\ub294 [&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-1240","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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