{"id":1346,"date":"2023-07-26T18:42:57","date_gmt":"2023-07-26T18:42:57","guid":{"rendered":"https:\/\/statorials.org\/ko\/%e1%84%91%e1%85%b5%e1%86%af%e1%84%85%e1%85%a6%e1%84%8b%e1%85%b4-%e1%84%92%e1%85%b3%e1%86%ab%e1%84%8c%e1%85%a5%e1%86%a8\/"},"modified":"2023-07-26T18:42:57","modified_gmt":"2023-07-26T18:42:57","slug":"%e1%84%91%e1%85%b5%e1%86%af%e1%84%85%e1%85%a6%e1%84%8b%e1%85%b4-%e1%84%92%e1%85%b3%e1%86%ab%e1%84%8c%e1%85%a5%e1%86%a8","status":"publish","type":"post","link":"https:\/\/statorials.org\/ko\/%e1%84%91%e1%85%b5%e1%86%af%e1%84%85%e1%85%a6%e1%84%8b%e1%85%b4-%e1%84%92%e1%85%b3%e1%86%ab%e1%84%8c%e1%85%a5%e1%86%a8\/","title":{"rendered":"\ud544\ub77c\uc774\uc758 \ud754\uc801\uc740 \ubb34\uc5c7\uc778\uac00\uc694? (\uc815\uc758 &amp; #038; \uc608)"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><a href=\"https:\/\/statorials.org\/ko\/\u1111\u1167\u11ab\u1103\u1169-anova-\u1109\u1161\u11bc\u1110\u1162\/\" target=\"_blank\" rel=\"noopener\">\uc77c\uc6d0 \ubd84\uc0b0 \ubd84\uc11d\uc740<\/a> \uc124\uba85 \ubcc0\uc218\uc758 \uc218\uc900\uc774 \ub2e4\ub974\uba74 \ud2b9\uc815 <a href=\"https:\/\/statorials.org\/ko\/\u1107\u1167\u11ab\u1109\u116e-\u1109\u1165\u11af\u1106\u1167\u11bc-\u110b\u1173\u11bc\u1103\u1161\u11b8\/\" target=\"_blank\" rel=\"noopener\">\ubc18\uc751 \ubcc0\uc218<\/a> \uc5d0\uc11c \ud1b5\uacc4\uc801\uc73c\ub85c \ub2e4\ub978 \uacb0\uacfc\uac00 \ub098\uc624\ub294\uc9c0 \uc5ec\ubd80\ub97c \ud655\uc778\ud558\ub294 \ub370 \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc608\ub97c \ub4e4\uc5b4, \uc138 \uac00\uc9c0 \uad50\uc721 \uc218\uc900(\uc900\ud559\uc0ac \ud559\uc704, \ud559\uc0ac \ud559\uc704, \uc11d\uc0ac \ud559\uc704)\uc774 <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\">\ud1b5\uacc4\uc801\uc73c\ub85c \ub2e4\ub978<\/a> \uc5f0\uac04 \uc218\uc785\uc73c\ub85c \uc774\uc5b4\uc9c0\ub294\uc9c0 \uc5ec\ubd80\ub97c \uc774\ud574\ud558\ub294 \ub370 \uad00\uc2ec\uc774 \uc788\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uacbd\uc6b0\uc5d0\ub294 \uc124\uba85 \ubcc0\uc218\uc640 \ubc18\uc751 \ubcc0\uc218\uac00 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">MANOVA<\/span> <a href=\"https:\/\/statorials.org\/ko\/anova-ancova-manova-mancova\u110b\u1174-\u110e\u1161\u110b\u1175\u110c\u1165\u11b7\/\" target=\"_blank\" rel=\"noopener\">\ub294<\/a> <span style=\"color: #000000;\">\ub458 \uc774\uc0c1\uc758 \ubc18\uc751 \ubcc0\uc218\uac00 \uc788\ub294 \uc77c\uc6d0 \ubd84\uc0b0 \ubd84\uc11d\uc758 \ud655\uc7a5\uc785\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uad50\uc721\uc73c\ub85c \uc778\ud574 \uc5f0\uac04 \uc18c\ub4dd\uc774 \ub2ec\ub77c <em>\uc9c0\uace0<\/em> \ud559\uc790\uae08 \ubd80\ucc44 \uae08\uc561\uc774 \ub2ec\ub77c\uc9c0\ub294\uc9c0 \uc774\ud574\ud558\ub294 \ub370 \uad00\uc2ec\uc774 \uc788\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uacbd\uc6b0\uc5d0\ub294 \ud558\ub098\uc758 \uc124\uba85 \ubcc0\uc218\uc640 \ub450 \uac1c\uc758 \ubc18\uc751 \ubcc0\uc218\uac00 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">MANOVA\uc5d0 \uc758\ud574 \uc0dd\uc131\ub41c \ud14c\uc2a4\ud2b8 \ud1b5\uacc4 \uc911 \ud558\ub098\ub294 <strong>Pillai \ucd94\uc801<\/strong> \uc785\ub2c8\ub2e4.<\/span><\/p>\n<h3> <strong><span style=\"color: #000000;\">\ud544\ub77c\uc774 \ud2b8\ub808\uc774\uc2a4(Pillai Trace)\ub780 \ubb34\uc5c7\uc785\ub2c8\uae4c?<\/span><\/strong><\/h3>\n<p> <span style=\"color: #000000;\"><strong>\ud544\ub77c\uc774\uc758 \ud754\uc801 <em>&nbsp;<\/em><\/strong> MANOVA\uc5d0 \uc758\ud574 \uc0dd\uc131\ub41c \uac80\uc815 \ud1b5\uacc4\ub7c9\uc785\ub2c8\ub2e4. 0\uc5d0\uc11c 1\uae4c\uc9c0 \ubcc0\ud558\ub294 \uac12\uc774\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Pillai \ucd94\uc801\uc774 1\uc5d0 \uac00\uae4c\uc6b8\uc218\ub85d \uc124\uba85 \ubcc0\uc218\uac00 \ubc18\uc751 \ubcc0\uc218 \uac12\uc5d0 \ud1b5\uacc4\uc801\uc73c\ub85c \uc720\uc758\ubbf8\ud55c \uc601\ud5a5\uc744 \ubbf8\uce5c\ub2e4\ub294 \uc99d\uac70\uac00 \ub354 \uac15\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc885\uc885 V\ub85c \ud45c\uc2dc\ub418\ub294 Pillai \ucd94\uc801\uc740 \ub2e4\uc74c\uacfc \uac19\uc774 \uacc4\uc0b0\ub429\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">V = \ucd94\uc801(H(H+E) <sup>-1<\/sup> )<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uae08:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>H:<\/strong> \uc81c\uacf1\ud569\uacfc \uad50\ucc28\uacf1 \ud589\ub82c\uc758 \uac00\uc124<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>E:<\/strong> \uc624\ucc28 \uc81c\uacf1\ud569\uacfc \ubca1\ud130 \uacf1 \ud589\ub82c<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">MANOVA\ub97c \uc2e4\ud589\ud560 \ub54c \ub300\ubd80\ubd84\uc758 \ud1b5\uacc4 \uc18c\ud504\ud2b8\uc6e8\uc5b4\ub294 Pillai \ucd94\uc801\uc744 \uc0ac\uc6a9\ud558\uc5ec \ud574\ub2f9 p-\uac12\uacfc \ud568\uaed8 F \ud1b5\uacc4\uc758 \ub300\ub7b5\uc801\uc778 \uadfc\uc0ac\uce58\ub97c \uacc4\uc0b0\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc774 p-\uac12\uc774 \ud2b9\uc815 \uc720\uc758 \uc218\uc900(\uc989, \u03b1 = 0.05)\ubcf4\ub2e4 \ub0ae\uc73c\uba74 MANOVA\uc758 \uadc0\ubb34 \uac00\uc124\uc744 \uae30\uac01\ud558\uace0 \uc124\uba85 \ubcc0\uc218\uac00 \uac12 \ubc18\uc751 \ubcc0\uc218\uc5d0 \uc720\uc758\ud55c \uc601\ud5a5\uc744 \ubbf8\uce5c\ub2e4\ub294 \uacb0\ub860\uc744 \ub0b4\ub9bd\ub2c8\ub2e4.<\/span><\/p>\n<h3> <strong><span style=\"color: #000000;\">Pillai\uc758 \ucd94\uc801\uc744 \uc0ac\uc6a9\ud574\uc57c \ud558\ub294 \uacbd\uc6b0<\/span><\/strong><\/h3>\n<p> <span style=\"color: #000000;\">MANOVA\ub97c \uc2e4\ud589\ud560 \ub54c \ub300\ubd80\ubd84\uc758 \ud1b5\uacc4 \uc18c\ud504\ud2b8\uc6e8\uc5b4\ub294 \uc2e4\uc81c\ub85c \ub124 \uac00\uc9c0 \ud14c\uc2a4\ud2b8 \ud1b5\uacc4\ub97c \uc0dd\uc131\ud569\ub2c8\ub2e4.<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">\ud544\ub77c\uc774\uc758 \ud754\uc801<\/span><\/li>\n<li> <span style=\"color: #000000;\">\uc70c\ud06c\uc2a4\uc758 \ub78c\ub2e4<\/span><\/li>\n<li> <span style=\"color: #000000;\">\ud2b8\ub808\uc774\uc2a4 \ub864\ub9ac-\ud638\ud154\ub9c1<\/span><\/li>\n<li> <span style=\"color: #000000;\">\ub85c\uc774\uc758 \uac00\uc7a5 \ud070 \ubfcc\ub9ac<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">MANOVA\uc758 \uac00\uc815\uc774 \ucda9\uc871\ub418\uc9c0 \uc54a\ub294 \uacbd\uc6b0 Pillai\uc758 \ucd94\uc801\uc744 \uac80\uc815 \ud1b5\uacc4\ub7c9\uc73c\ub85c \uc0ac\uc6a9\ud558\ub294 \uac83\uc774 \uc88b\uc2b5\ub2c8\ub2e4. \ucc38\uace0\ub85c MANOVA\ub294 \ub2e4\uc74c\uacfc \uac19\uc740 \uac00\uc815\uc744 \ud569\ub2c8\ub2e4.<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><a href=\"https:\/\/statorials.org\/ko\/\u110c\u1161\u11ab\u110b\u1167\u1106\u116e\u11af\/\" target=\"_blank\" rel=\"noopener\">\uc794\ucc28\ub294<\/a> \ud3c9\uade0\uc774 0\uc778 \ub2e4\ubcc0\ub7c9 \uc815\uaddc \ud655\ub960 \ubd84\ud3ec\ub97c \ub530\ub985\ub2c8\ub2e4.<\/span><\/li>\n<li> <span style=\"color: #000000;\">\uac01 \uc794\ucc28 \uadf8\ub8f9\uc758 \ubd84\uc0b0-\uacf5\ubd84\uc0b0 \ud589\ub82c\uc740 \ub3d9\uc77c\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li> <span style=\"color: #000000;\"><a href=\"https:\/\/statorials.org\/ko\/\u1110\u1169\u11bc\u1100\u1168\u110b\u1166\u1109\u1165\u110b\u1174-\u1100\u116a\u11ab\u110e\u1161\u11af\/\" target=\"_blank\" rel=\"noopener\">\uad00\uce21\uce58\ub294<\/a> \ub3c5\ub9bd\uc801\uc785\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\uc774\ub7ec\ud55c \uac00\uc815 \uc911 \ud558\ub098 \uc774\uc0c1\uc774 \uc704\ubc18\ub418\uba74 Pillai \ucd94\uc801\uc774 \uac00\uc7a5 \uac15\ub825\ud55c \ud14c\uc2a4\ud2b8 \ud1b5\uacc4\uac00 \ub418\ub294 \uacbd\ud5a5\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Pillai \ucd94\uc801 \uacc4\uc0b0\uc758 \uc608<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\"><a href=\"https:\/\/statorials.org\/ko\/\u1106\u1161\u1102\u1169\u1107\u1161-\u1109\u1173\u1110\u1161\u1110\u1161\/\" target=\"_blank\" rel=\"noopener\">\uc774 \ud29c\ud1a0\ub9ac\uc5bc<\/a> \uc5d0\uc11c\ub294 \ub2e4\uc74c \ubcc0\uc218\ub97c \uc0ac\uc6a9\ud558\uc5ec Stata\uc5d0\uc11c MANOVA\ub97c \uc218\ud589\ud569\ub2c8\ub2e4.<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>\uc124\uba85\ubcc0\uc218:<\/strong> \ud559\uc5c5 \uc218\uc900(\uc900\ud559\uc0ac, \ud559\uc0ac \ub610\ub294 \uc11d\uc0ac)<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>\ubc18\uc751\ubcc0\uc218:<\/strong> \uc5f0\uc18c\ub4dd, \ud559\uc790\uae08\ub300\ucd9c \ucd1d\uc561<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \uc2a4\ud06c\ub9b0\uc0f7\uc740 MANOVA\uc758 \ucd9c\ub825\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/manovastata3.png\" alt=\"Stata\uc758 MANOVA \ucd9c\ub825\" width=\"538\" height=\"315\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">MANOVA\ub294 \ub124 \uac00\uc9c0 \ud14c\uc2a4\ud2b8 \ud1b5\uacc4\ub97c \uc0dd\uc131\ud588\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>Wilks\uc758 \ub78c\ub2e4:<\/strong> F \ud1b5\uacc4 = 5.02, P \uac12 = 0.0023.<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>Pillai \ucd94\uc801:<\/strong> F \ud1b5\uacc4 = 4.07, P \uac12 = 0.0071.<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>Lawley-Hotelling \ucd94\uc801:<\/strong> F \ud1b5\uacc4 = 5.94, P \uac12 = 0.0008.<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>\uac00\uc7a5 \ud070 Roy \ub8e8\ud2b8:<\/strong> F-\ud1b5\uacc4 = 13.10, P-\uac12 = 0.0002.<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\uac01 \ud14c\uc2a4\ud2b8 \ud1b5\uacc4\uc5d0 \ub300\ud55c F \uac12\uc740 \ub2e4\uc591\ud558\uc9c0\ub9cc \ud574\ub2f9\ud558\ub294 \uac01 p \uac12\uc740 0.05\ubcf4\ub2e4 \uc791\uc73c\ubbc0\ub85c MANOVA\uc758 \uadc0\ubb34 \uac00\uc124\uc744 \uae30\uac01\ud558\uace0 \uad50\uc721 \uc218\uc900\uc774 \uc5f0\uac04 \uc18c\ub4dd\uacfc \ubd80\ucc44 \ucd1d \ud559\uc0dd \uc218\uc5d0 \uc720\uc758\ubbf8\ud55c \uc601\ud5a5\uc744 \ubbf8\uce5c\ub2e4\ub294 \uacb0\ub860\uc744 \ub0b4\ub9bd\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\/\u1106\u1161\u1102\u1169\u1107\u1161-\u1109\u1173\u1110\u1161\u1110\u1161\/\" target=\"_blank\" rel=\"noopener\">Stata\uc5d0\uc11c MANOVA\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95<\/a><br \/> <a href=\"https:\/\/statorials.org\/ko\/\u1106\u1161\u1102\u1169\u1107\u1161-spss\/\" target=\"_blank\" rel=\"noopener\">SPSS\uc5d0\uc11c MANOVA\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95<\/a><br \/> <a href=\"https:\/\/statorials.org\/ko\/\u1106\u1161\u1102\u1169\u1107\u1161\u110b\u1166\u1109\u1165-r\u1105\u1169\/\" target=\"_blank\" rel=\"noopener\">R\uc5d0\uc11c MANOVA\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\uc77c\uc6d0 \ubd84\uc0b0 \ubd84\uc11d\uc740 \uc124\uba85 \ubcc0\uc218\uc758 \uc218\uc900\uc774 \ub2e4\ub974\uba74 \ud2b9\uc815 \ubc18\uc751 \ubcc0\uc218 \uc5d0\uc11c \ud1b5\uacc4\uc801\uc73c\ub85c \ub2e4\ub978 \uacb0\uacfc\uac00 \ub098\uc624\ub294\uc9c0 \uc5ec\ubd80\ub97c \ud655\uc778\ud558\ub294 \ub370 \uc0ac\uc6a9\ub429\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uc138 \uac00\uc9c0 \uad50\uc721 \uc218\uc900(\uc900\ud559\uc0ac \ud559\uc704, \ud559\uc0ac \ud559\uc704, \uc11d\uc0ac \ud559\uc704)\uc774 \ud1b5\uacc4\uc801\uc73c\ub85c \ub2e4\ub978 \uc5f0\uac04 \uc218\uc785\uc73c\ub85c \uc774\uc5b4\uc9c0\ub294\uc9c0 \uc5ec\ubd80\ub97c \uc774\ud574\ud558\ub294 \ub370 \uad00\uc2ec\uc774 \uc788\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uacbd\uc6b0\uc5d0\ub294 \uc124\uba85 \ubcc0\uc218\uc640 \ubc18\uc751 \ubcc0\uc218\uac00 \uc788\uc2b5\ub2c8\ub2e4. MANOVA \ub294 \ub458 \uc774\uc0c1\uc758 \ubc18\uc751 \ubcc0\uc218\uac00 [&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-1346","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>\ud544\ub77c\uc774 \ud2b8\ub808\uc774\uc2a4(Pillai Trace)\ub780 \ubb34\uc5c7\uc785\ub2c8\uae4c? 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