{"id":1284,"date":"2023-07-27T00:33:48","date_gmt":"2023-07-27T00:33:48","guid":{"rendered":"https:\/\/statorials.org\/ko\/%e1%84%80%e1%85%a1%e1%86%af%e1%84%89%e1%85%a2%e1%86%a8-%e1%84%91%e1%85%a1%e1%84%8b%e1%85%b5%e1%84%8a%e1%85%a5%e1%86%ab%e1%84%8b%e1%85%b3%e1%84%85%e1%85%a9-forsythe-%e1%84%90%e1%85%a6%e1%84%89%e1%85%b3\/"},"modified":"2023-07-27T00:33:48","modified_gmt":"2023-07-27T00:33:48","slug":"%e1%84%80%e1%85%a1%e1%86%af%e1%84%89%e1%85%a2%e1%86%a8-%e1%84%91%e1%85%a1%e1%84%8b%e1%85%b5%e1%84%8a%e1%85%a5%e1%86%ab%e1%84%8b%e1%85%b3%e1%84%85%e1%85%a9-forsythe-%e1%84%90%e1%85%a6%e1%84%89%e1%85%b3","status":"publish","type":"post","link":"https:\/\/statorials.org\/ko\/%e1%84%80%e1%85%a1%e1%86%af%e1%84%89%e1%85%a2%e1%86%a8-%e1%84%91%e1%85%a1%e1%84%8b%e1%85%b5%e1%84%8a%e1%85%a5%e1%86%ab%e1%84%8b%e1%85%b3%e1%84%85%e1%85%a9-forsythe-%e1%84%90%e1%85%a6%e1%84%89%e1%85%b3\/","title":{"rendered":"Python\uc5d0\uc11c brown-forsythe \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\">\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 Python\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;\">\uc5f0\uad6c\uc790\ub4e4\uc774 \uc138 \uac00\uc9c0 \ub2e4\ub978 \ube44\ub8cc\uac00 \uc2dd\ubb3c \uc131\uc7a5\uc758 \ub2e4\ub978 \uc218\uc900\uc73c\ub85c \uc774\uc5b4\uc9c0\ub294\uc9c0 \uc5ec\ubd80\ub97c \uc54c\uace0 \uc2f6\uc5b4\ud55c\ub2e4\uace0 \uac00\uc815\ud574 \ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uadf8\ub4e4\uc740 \ubb34\uc791\uc704\ub85c 30\uac1c\uc758 \uc11c\ub85c \ub2e4\ub978 \uc2dd\ubb3c\uc744 \uc120\ud0dd\ud558\uace0 \uc774\ub97c 10\uac1c\uc529 \uc138 \uadf8\ub8f9\uc73c\ub85c \ub098\ub204\uace0 \uac01 \uadf8\ub8f9\uc5d0 \uc11c\ub85c \ub2e4\ub978 \ube44\ub8cc\ub97c \uc801\uc6a9\ud588\uc2b5\ub2c8\ub2e4. \ud55c \ub2ec \ud6c4\uc5d0 \uadf8\ub4e4\uc740 \uac01 \uc2dd\ubb3c\uc758 \ub192\uc774\ub97c \uce21\uc815\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \ud45c\ub294 \uc138 \uadf8\ub8f9 \uac01\uac01\uc758 \uc2dd\ubb3c \ub192\uc774\ub97c \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #e5e5e5; font-size: 15px;\"> <strong>group1 = [7, 14, 14, 13, 12, 9, 6, 14, 12, 8]\ngroup2 = [15, 17, 13, 15, 15, 13, 9, 12, 10, 8]\ngroup3 = [6, 8, 8, 9, 5, 14, 13, 8, 10, 9]\n<\/strong><\/pre>\n<h3> <span style=\"color: #000000;\"><strong>2\ub2e8\uacc4: \ub370\uc774\ud130 \uc694\uc57d<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Brown-Forsythe \ud14c\uc2a4\ud2b8\ub97c \uc218\ud589\ud558\uae30 \uc804\uc5d0<\/span> <span style=\"color: #000000;\">\uac01 \uadf8\ub8f9\uc758 \uc2dd\ubb3c \uce21\uc815\uac12 \ubd84\uc0b0\uc744 \uacc4\uc0b0\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #e5e5e5; font-size: 15px;\"> <strong><span style=\"color: #000000;\"><span style=\"color: #008000;\"><span style=\"color: #008080;\">#import numpy<\/span>\nimport<\/span> numpy <span style=\"color: #008000;\">as<\/span> np\n<\/span>\n<span style=\"color: #008080;\">#calculate variance of plant measurements in each group\n<\/span><span style=\"color: #993300;\">print<\/span> (np. <span style=\"color: #3366ff;\">var<\/span> (group1), np. <span style=\"color: #3366ff;\">var<\/span> (group2), np. <span style=\"color: #3366ff;\">var<\/span> (group3))\n\n8.69 7.81 7.0<\/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;\">Python\uc5d0\uc11c Brown-Forsythe \ud14c\uc2a4\ud2b8\ub97c \uc218\ud589\ud558\ub824\uba74 <a href=\"https:\/\/docs.scipy.org\/doc\/scipy\/reference\/generated\/scipy.stats.levene.html\" target=\"_blank\" rel=\"noopener\">scipy.stats.levene()<\/a> \ud568\uc218\ub97c \uc0ac\uc6a9\ud558\uace0 \uc911\uc2ec\uc774 <strong>\uc911\uc559\uac12<\/strong> \uc784\uc744 \uc9c0\uc815\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #e5e5e5; font-size: 15px;\"> <strong><span style=\"color: #993300;\"><span style=\"color: #000000;\"><span style=\"color: #008000;\">import<\/span> scipy.stats <span style=\"color: #008000;\">as<\/span> stats\n\nstats. <span style=\"color: #3366ff;\">levene<\/span> (group1, group2, group3, center=' <span style=\"color: #008000;\">median<\/span> ')\n\nLeveneResult(statistic=0.17981072555205047, pvalue=0.8364205218185946)\n<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\uacb0\uacfc\uc5d0\uc11c \uc6b0\ub9ac\ub294 \ub2e4\uc74c\uc744 \uad00\ucc30\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">\ud14c\uc2a4\ud2b8 \ud1b5\uacc4: <strong>0.1798<\/strong><\/span><\/li>\n<li> <span style=\"color: #000000;\">p-\uac12: <strong>0.8364<\/strong><\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\uac80\uc815\uc758 p-\uac12\uc774 0.05\ubcf4\ub2e4 \ud070 \uac83\uc73c\ub85c \ub098\ud0c0\ub098 \uac80\uc815\uc758 \uadc0\ubb34\uac00\uc124\uc744 \uae30\uac01\ud558\uc9c0 \ubabb\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uadf8\ub8f9 \uac04 \ubd84\uc0b0\uc758 \ucc28\uc774\ub294 \ud1b5\uacc4\uc801\uc73c\ub85c \uc720\uc758\ud558\uc9c0 \uc54a\uc2b5\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\ud558\uc9c0 \ubabb\ud558\uba74 \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 \uc774\ub294 \ub4f1\ubd84\uc0b0 \uac00\uc815\uc774 \ucda9\uc871\ub418\uc9c0 \uc54a\ub294\ub2e4\ub294 \uac83\uc744 \uc758\ubbf8\ud569\ub2c8\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 7.0\uc774\uace0 \uac00\uc7a5 \ud070 \ubd84\uc0b0\uc740 8.69\ub77c\ub294 \uac83\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 8.69 \/ 7.0 = <strong>1.24<\/strong> \uc785\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc774 \uac12\uc740 4\ubcf4\ub2e4 \uc791\uae30 \ub54c\ubb38\uc5d0 Brown-Forsythe \ud14c\uc2a4\ud2b8\uc5d0\uc11c \ubd84\uc0b0\uc774 \ub3d9\uc77c\ud558\uc9c0 \uc54a\uc740 \uac83\uc73c\ub85c \ub098\ud0c0\ub098\ub354\ub77c\ub3c4 \uac04\ub2e8\ud788 \uc77c\uc6d0 \ubd84\uc0b0 \ubd84\uc11d\uc744 \uc9c4\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;\">Python\uc5d0\uc11c Kruskal-Wallis \ud14c\uc2a4\ud2b8\uc758 \ub2e8\uacc4\ubcc4 \uc608\ub97c <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-\u1111\u1161\u110b\u1175\u110a\u1165\u11ab\/\" target=\"_blank\" rel=\"noopener\">\uc5ec\uae30\uc5d0\uc11c<\/a> \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. H A : \uc778\uad6c [&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-1284","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>Python\uc5d0\uc11c Brown-Forsythe \ud14c\uc2a4\ud2b8\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95<\/title>\n<meta name=\"description\" content=\"\uc774 \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 \ub2e8\uacc4\ubcc4 \uc608\uc81c\ub97c \ud1b5\ud574 Python\uc5d0\uc11c Brown-Forsythe \ud14c\uc2a4\ud2b8\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95\uc744 \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\" 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