{"id":1283,"date":"2023-07-27T00:38:59","date_gmt":"2023-07-27T00:38:59","guid":{"rendered":"https:\/\/statorials.org\/ko\/r%e1%84%8b%e1%85%b4-%e1%84%87%e1%85%b3%e1%84%85%e1%85%a1%e1%84%8b%e1%85%ae%e1%86%ab-%e1%84%91%e1%85%a9%e1%84%89%e1%85%a1%e1%84%8b%e1%85%b5%e1%84%83%e1%85%b3-%e1%84%90%e1%85%a6%e1%84%89%e1%85%b3\/"},"modified":"2023-07-27T00:38:59","modified_gmt":"2023-07-27T00:38:59","slug":"r%e1%84%8b%e1%85%b4-%e1%84%87%e1%85%b3%e1%84%85%e1%85%a1%e1%84%8b%e1%85%ae%e1%86%ab-%e1%84%91%e1%85%a9%e1%84%89%e1%85%a1%e1%84%8b%e1%85%b5%e1%84%83%e1%85%b3-%e1%84%90%e1%85%a6%e1%84%89%e1%85%b3","status":"publish","type":"post","link":"https:\/\/statorials.org\/ko\/r%e1%84%8b%e1%85%b4-%e1%84%87%e1%85%b3%e1%84%85%e1%85%a1%e1%84%8b%e1%85%ae%e1%86%ab-%e1%84%91%e1%85%a9%e1%84%89%e1%85%a1%e1%84%8b%e1%85%b5%e1%84%83%e1%85%b3-%e1%84%90%e1%85%a6%e1%84%89%e1%85%b3\/","title":{"rendered":"R\uc758 brown\u2013forsythe \ud14c\uc2a4\ud2b8: \ub2e8\uacc4\ubcc4 \uc608"},"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\">\uc77c\uc6d0 \ubd84\uc0b0 \ubd84\uc11d\uc740<\/a> 3\uac1c \uc774\uc0c1\uc758 \ub3c5\ub9bd \uadf8\ub8f9 \ud3c9\uade0 \uac04\uc5d0 \uc720\uc758\ubbf8\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;\">\uc77c\uc6d0 \ubd84\uc0b0 \ubd84\uc11d\uc758 <a href=\"https:\/\/statorials.org\/ko\/\u1103\u1161\u1102\u1169\u1107\u1161-\u1100\u1161\u1109\u1165\u11af\/\" target=\"_blank\" rel=\"noopener\">\uac00\uc815<\/a> \uc911 \ud558\ub098\ub294 <a href=\"https:\/\/statorials.org\/ko\/\u1106\u1169\u110c\u1175\u11b8\u1103\u1161\u11ab-\u1103\u1162-\u1111\u116d\u1107\u1169\u11ab\/\" target=\"_blank\" rel=\"noopener\">\ud45c\ubcf8\uc744<\/a> \ucd94\ucd9c\ud55c \ubaa8\uc9d1\ub2e8\uc758 \ubd84\uc0b0\uc774 \ub3d9\uc77c\ud558\ub2e4\ub294 \uac83\uc785\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc774\ub97c \ud14c\uc2a4\ud2b8\ud558\ub294 \uac00\uc7a5 \uc77c\ubc18\uc801\uc778 \ubc29\ubc95 \uc911 \ud558\ub098\ub294 \ub2e4\uc74c <a href=\"https:\/\/statorials.org\/ko\/\u1100\u1161\u1109\u1165\u11af-\u1100\u1165\u11b7\u110c\u1165\u11bc-1\/\" target=\"_blank\" rel=\"noopener\">\uac00\uc815\uc744<\/a> \uc0ac\uc6a9\ud558\ub294 \ud1b5\uacc4 \ud14c\uc2a4\ud2b8\uc778 <strong>Brown-Forsythe \ud14c\uc2a4\ud2b8\ub97c<\/strong> \uc0ac\uc6a9\ud558\ub294 \uac83\uc785\ub2c8\ub2e4.<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>H <sub>0<\/sub> :<\/strong> \ubaa8\uc9d1\ub2e8 \uac04\uc758 \ubd84\uc0b0\uc774 \ub3d9\uc77c\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>H <sub>A<\/sub><\/strong> : \uc778\uad6c \uac04\uc758 \ucc28\uc774\uac00 \ub3d9\uc77c\ud558\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\uac80\uc815\uc758 <a href=\"https:\/\/statorials.org\/ko\/p-\u1100\u1161\u11b9-\u1110\u1169\u11bc\u1100\u1168\u110c\u1165\u11a8-\u110b\u1172\u110b\u1174\u1109\u1165\u11bc\/\" target=\"_blank\" rel=\"noopener\">p-\uac12\uc774<\/a> \ud2b9\uc815 \uc720\uc758 \uc218\uc900(\uc608: \u03b1 = 0.05)\ubcf4\ub2e4 \ub0ae\uc73c\uba74 \uadc0\ubb34 \uac00\uc124\uc744 \uae30\uac01\ud558\uace0 \uc11c\ub85c \ub2e4\ub978 \ubaa8\uc9d1\ub2e8 \uac04\uc5d0 \ubd84\uc0b0\uc774 \ub3d9\uc77c\ud558\uc9c0 \uc54a\ub2e4\ub294 \uacb0\ub860\uc744 \ub0b4\ub9bd\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc774 \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 R\uc5d0\uc11c Brown-Forsythe \ud14c\uc2a4\ud2b8\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95\uc5d0 \ub300\ud55c \ub2e8\uacc4\ubcc4 \uc608\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>1\ub2e8\uacc4: \ub370\uc774\ud130 \uc785\ub825<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\uc138 \uac00\uc9c0 \ub2e4\ub978 \uc6b4\ub3d9 \ud504\ub85c\uadf8\ub7a8\uc774 \uc11c\ub85c \ub2e4\ub978 \uccb4\uc911 \uac10\ub7c9 \uc218\uc900\uc73c\ub85c \uc774\uc5b4\uc9c0\ub294\uc9c0 \uc5ec\ubd80\ub97c \uc54c\uace0 \uc2f6\ub2e4\uace0 \uac00\uc815\ud574 \ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc774\ub97c \ud14c\uc2a4\ud2b8\ud558\uae30 \uc704\ud574 \uc6b0\ub9ac\ub294 90\uba85\uc744 \ubaa8\uc9d1\ud558\uace0 \uac01 \ud504\ub85c\uadf8\ub7a8\uc744 \uc0ac\uc6a9\ud560 30\uba85\uc744 \ubb34\uc791\uc704\ub85c \ud560\ub2f9\ud569\ub2c8\ub2e4. \uadf8\ub7f0 \ub2e4\uc74c \ud55c \ub2ec \ud6c4\uc5d0 \uac01 \uc0ac\ub78c\uc758 \uccb4\uc911 \uac10\uc18c\ub97c \uce21\uc815\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \ub370\uc774\ud130 \uc138\ud2b8\uc5d0\ub294 \uac01 \ud504\ub85c\uadf8\ub7a8\uc744 \ud1b5\ud574 \uac10\ub7c9\ub41c \uccb4\uc911\uc5d0 \ub300\ud55c \uc815\ubcf4\uac00 \ud3ec\ud568\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #e5e5e5; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#make this example reproducible\n<\/span>set.seed(0)\n\n<span style=\"color: #008080;\">#create data frame\n<\/span>data &lt;- data.frame(program = <span style=\"color: #3366ff;\">as<\/span> . <span style=\"color: #3366ff;\">factor<\/span> ( <span style=\"color: #3366ff;\">rep<\/span> (c(\" <span style=\"color: #008000;\">A<\/span> \", \" <span style=\"color: #008000;\">B<\/span> \", \" <span style=\"color: #008000;\">C<\/span> \"), <span style=\"color: #3366ff;\">each<\/span> = 30)),\n                   weight_loss = c( <span style=\"color: #3366ff;\">runif<\/span> (30, 0, 3),\n                                   <span style=\"color: #3366ff;\">runif<\/span> (30, 0, 5),\n                                   <span style=\"color: #3366ff;\">runif<\/span> (30, 1, 7)))\n\n<span style=\"color: #008080;\">#view first six rows of data frame\n<\/span>head(data)\n\n# program weight_loss\n#1 A 2.6900916\n#2 A 0.7965260\n#3 A 1.1163717\n#4 A 1.7185601\n#5 A 2.7246234\n#6 A 0.6050458<\/strong><\/pre>\n<h3> <span style=\"color: #000000;\"><strong>2\ub2e8\uacc4: \ub370\uc774\ud130 \uc694\uc57d \ubc0f \uc2dc\uac01\ud654<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Brown-Forsythe \ud14c\uc2a4\ud2b8\ub97c \uc218\ud589\ud558\uae30 \uc804\uc5d0 \uc0c1\uc790 \uadf8\ub9bc\uc744 \ub9cc\ub4e4\uc5b4 \uac01 \uadf8\ub8f9\uc758 \uccb4\uc911 \uac10\ub7c9 \ucc28\uc774\ub97c \uc2dc\uac01\ud654\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span> <\/p>\n<pre style=\"background-color: #e5e5e5; font-size: 15px;\"> <strong>boxplot(weight_loss ~ program, data = data)\n<\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-12614 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/test1.png\" alt=\"\" width=\"437\" height=\"395\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">\ub610\ud55c \uac01 \uadf8\ub8f9\uc758 \uccb4\uc911 \uac10\uc18c \ubd84\uc0b0\uc744 \uacc4\uc0b0\ud560 \uc218\ub3c4 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #e5e5e5; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#load dplyr package<\/span>\n<span style=\"color: #993300;\">library<\/span> (dplyr)\n\n<span style=\"color: #008080;\">#calculate variance of weight loss by group\n<\/span>data %&gt;%\n<span style=\"color: #3366ff;\">group_by<\/span> (program) %&gt;%\n  <span style=\"color: #3366ff;\">summarize<\/span> (var=var(weight_loss))\n\n# A tibble: 3 x 2\n  program var\n     \n1 A 0.819\n2 B 1.53 \n3 C 2.46<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\uadf8\ub8f9 \uac04 \ucc28\uc774\uac00 \ub2e4\ub974\ub2e4\ub294 \uac83\uc744 \uc54c \uc218 \uc788\uc9c0\ub9cc \uc774\ub7ec\ud55c \ucc28\uc774\uac00 <a href=\"https:\/\/statorials.org\/ko\/\u1109\u1175\u11af\u110c\u1166\u110c\u1165\u11a8\u110b\u1175\u11ab-\u1110\u1169\u11bc\u1100\u1168\u110c\u1165\u11a8-\u110c\u116e\u11bc\u110b\u116d\u1109\u1165\u11bc\/\" target=\"_blank\" rel=\"noopener\">\ud1b5\uacc4\uc801\uc73c\ub85c \uc720\uc758<\/a> \ud55c\uc9c0 \ud655\uc778\ud558\uae30 \uc704\ud574 Brown-Forsythe \ud14c\uc2a4\ud2b8\ub97c \uc218\ud589\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>3\ub2e8\uacc4: Brown-Forsythe \ud14c\uc2a4\ud2b8 \uc218\ud589<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">R\uc5d0\uc11c Brown-Forsythe \ud14c\uc2a4\ud2b8\ub97c \uc218\ud589\ud558\ub824\uba74 <a href=\"https:\/\/www.rdocumentation.org\/packages\/onewaytests\/versions\/2.4\/topics\/bf.test\" target=\"_blank\" rel=\"noopener\">onewaytests<\/a> \ud328\ud0a4\uc9c0\uc758 <strong>bf.test()<\/strong> \ud568\uc218\ub97c \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #e5e5e5; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#load onewaytests package<\/span>\n<span style=\"color: #993300;\">library<\/span> (onewaytests)\n\n<span style=\"color: #008080;\">#perform Brown-Forsythe test<\/span>\nbf.test(weight_loss ~ program, data = data)\n\n  Brown-Forsythe Test (alpha = 0.05) \n-------------------------------------------------- ----------- \n  data: weight_loss and program \n\n  statistic: 30.83304 \n  num df: 2 \n  name df: 74.0272 \n  p.value: 1.816529e-10 \n\n  Result: Difference is statistically significant. \n-------------------------------------------------- -----------<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\ud14c\uc2a4\ud2b8\uc758 p-\uac12\uc740 0.000 \ubbf8\ub9cc\uc73c\ub85c \ub098\ud0c0\ub0ac\uc73c\uba70, \uacb0\uacfc\uc5d0\uc11c \uc54c \uc218 \uc788\ub4ef\uc774 \uc138 \uadf8\ub8f9 \uac04\uc758 \ubd84\uc0b0 \ucc28\uc774\ub294 \ud1b5\uacc4\uc801\uc73c\ub85c \uc720\uc758\ubbf8\ud569\ub2c8\ub2e4.<\/span><\/p>\n<h3> <strong>\ub2e4\uc74c \ub2e8\uacc4<\/strong><\/h3>\n<p> <span style=\"color: #000000;\">Brown-Forsythe \uac80\uc815\uc758 \uadc0\ubb34 \uac00\uc124\uc744 \uae30\uac01\ud560 \uc218 \uc5c6\ub294 \uacbd\uc6b0 \ub370\uc774\ud130\uc5d0 \ub300\ud574 \uc77c\uc6d0 \ubd84\uc0b0 \ubd84\uc11d\uc744 \uc218\ud589\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uadf8\ub7ec\ub098 \uadc0\ubb34\uac00\uc124\uc744 \uae30\uac01\ud558\uba74 \ub4f1\ubd84\uc0b0 \uac00\uc815\uc774 \uc704\ubc18\ub41c\ub2e4\ub294 \ub73b\uc774\ub2e4. \uc774 \uacbd\uc6b0 \ub450 \uac00\uc9c0 \uc635\uc158\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>1. \uc5b4\uca0c\ub4e0 \uc77c\uc6d0 \ubd84\uc0b0 \ubd84\uc11d\uc744 \uc218\ud589\ud569\ub2c8\ub2e4.<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc77c\uc6d0 \ubd84\uc0b0 \ubd84\uc11d\uc740 \uc2e4\uc81c\ub85c \uac00\uc7a5 \ud070 \ubd84\uc0b0\uc774 \uac00\uc7a5 \uc791\uc740 \ubd84\uc0b0\uc758 4\ubc30\ub97c \ub118\uc9c0 \uc54a\ub294 \ud55c \ub3d9\uc77c\ud558\uc9c0 \uc54a\uc740 \ubd84\uc0b0\uc5d0 \ub300\ud574 \uacac\uace0\ud558\ub2e4\ub294 \uac83\uc774 \ubc1d\ud600\uc84c\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc704 \uc608\uc758 2\ub2e8\uacc4\uc5d0\uc11c \uac00\uc7a5 \uc791\uc740 \ubd84\uc0b0\uc740 0.819\uc774\uace0 \uac00\uc7a5 \ud070 \ubd84\uc0b0\uc740 2.46\uc784\uc744 \ud655\uc778\ud588\uc2b5\ub2c8\ub2e4. \ub530\ub77c\uc11c \uac00\uc7a5 \ud070 \ubd84\uc0b0\uacfc \uac00\uc7a5 \uc791\uc740 \ubd84\uc0b0\uc758 \ube44\uc728\uc740 2.46 \/ 0.819 = <strong>3.003<\/strong> \uc785\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc774 \uac12\uc740 4\ubcf4\ub2e4 \uc791\uc73c\ubbc0\ub85c \uac04\ub2e8\ud788 \uc77c\uc6d0 \ubd84\uc0b0 \ubd84\uc11d\uc744 \uc218\ud589\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>2. \ud06c\ub8e8\uc2a4\uce7c-\uc6d4\ub9ac\uc2a4 \ud14c\uc2a4\ud2b8 \uc218\ud589<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\">\uac00\uc7a5 \ud070 \ubd84\uc0b0\uacfc \uac00\uc7a5 \uc791\uc740 \ubd84\uc0b0\uc758 \ube44\uc728\uc774 4\ubcf4\ub2e4 \ud070 \uacbd\uc6b0 \ub300\uc2e0 <a href=\"https:\/\/statorials.org\/ko\/\u110f\u1173\u1105\u116e\u1109\u1173\u110f\u1161\u11af-\u110b\u116f\u11af\u1105\u1175\u1109\u1173-\u1110\u1166\u1109\u1173\u1110\u1173\/\" target=\"_blank\" rel=\"noopener\">Kruskal-Wallis \ud14c\uc2a4\ud2b8\ub97c<\/a> \uc218\ud589\ud558\ub3c4\ub85d \uc120\ud0dd\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub294 \uc77c\uc6d0 \ubd84\uc0b0 \ubd84\uc11d\uacfc \ube44\ubaa8\uc218\uc801\uc73c\ub85c \ub3d9\ub4f1\ud55c \uac83\uc73c\ub85c \uac04\uc8fc\ub429\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><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\">\uc5ec\uae30<\/a> \uc5d0\uc11c R\uc758 Kruskal-Wallis \ud14c\uc2a4\ud2b8\uc5d0 \ub300\ud55c \ub2e8\uacc4\ubcc4 \uc608\ub97c \ucc3e\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/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 \uc720\uc758\ubbf8\ud55c \ucc28\uc774\uac00 \uc788\ub294\uc9c0 \uc5ec\ubd80\ub97c \ud655\uc778\ud558\ub294 \ub370 \uc0ac\uc6a9\ub429\ub2c8\ub2e4. \uc77c\uc6d0 \ubd84\uc0b0 \ubd84\uc11d\uc758 \uac00\uc815 \uc911 \ud558\ub098\ub294 \ud45c\ubcf8\uc744 \ucd94\ucd9c\ud55c \ubaa8\uc9d1\ub2e8\uc758 \ubd84\uc0b0\uc774 \ub3d9\uc77c\ud558\ub2e4\ub294 \uac83\uc785\ub2c8\ub2e4. \uc774\ub97c \ud14c\uc2a4\ud2b8\ud558\ub294 \uac00\uc7a5 \uc77c\ubc18\uc801\uc778 \ubc29\ubc95 \uc911 \ud558\ub098\ub294 \ub2e4\uc74c \uac00\uc815\uc744 \uc0ac\uc6a9\ud558\ub294 \ud1b5\uacc4 \ud14c\uc2a4\ud2b8\uc778 Brown-Forsythe \ud14c\uc2a4\ud2b8\ub97c \uc0ac\uc6a9\ud558\ub294 \uac83\uc785\ub2c8\ub2e4. H 0 : \ubaa8\uc9d1\ub2e8 \uac04\uc758 \ubd84\uc0b0\uc774 \ub3d9\uc77c\ud569\ub2c8\ub2e4. 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