{"id":40796,"date":"2024-11-04T12:20:32","date_gmt":"2024-11-04T12:20:32","guid":{"rendered":"https:\/\/atmokpo.com\/w\/?p=40796"},"modified":"2024-11-26T06:38:25","modified_gmt":"2024-11-26T06:38:25","slug":"26-%ed%9a%8c%ea%b7%80-%eb%b6%84%ec%84%9dregression-analysis-%ed%9a%8c%ea%b7%80-%ea%b3%84%ec%88%98%ec%9d%98-%ed%95%b4%ec%84%9d%ea%b3%bc-%ec%84%a0%ed%98%95-%ea%b4%80%ea%b3%84-%ec%b8%a1%ec%a0%95","status":"publish","type":"post","link":"https:\/\/atmokpo.com\/w\/40796\/","title":{"rendered":"26.\ud68c\uadc0 \ubd84\uc11d(Regression Analysis), \ud68c\uadc0 \uacc4\uc218\uc758 \ud574\uc11d\uacfc \uc120\ud615 \uad00\uacc4 \uce21\uc815"},"content":{"rendered":"

\ud68c\uadc0 \ubd84\uc11d\uc740 \ubcc0\uc218\ub4e4 \uac04\uc758 \uad00\uacc4\ub97c \uc774\ud574\ud558\uace0 \uc774\ub7ec\ud55c \uad00\uacc4\ub97c \ubc14\ud0d5\uc73c\ub85c \ubbf8\ub798\uc758 \uacb0\uacfc\ub97c \uc608\uce21\ud558\ub294 \ud1b5\uacc4\uc801 \ubc29\ubc95\uc785\ub2c8\ub2e4. \uc77c\ubc18\uc801\uc73c\ub85c \ub3c5\ub9bd \ubcc0\uc218(\uc124\uba85 \ubcc0\uc218)\uc640 \uc885\uc18d \ubcc0\uc218(\ubc18\uc751 \ubcc0\uc218) \uac04\uc758 \uad00\uacc4\ub97c \ubd84\uc11d\ud569\ub2c8\ub2e4. \uc774 \uae00\uc5d0\uc11c\ub294 \ud68c\uadc0 \ubd84\uc11d\uc758 \uae30\ubcf8 \uac1c\ub150, \ud68c\uadc0 \uacc4\uc218\uc758 \ud574\uc11d, \uc120\ud615 \uad00\uacc4\uc758 \uce21\uc815\ubc95 \ub4f1\uc5d0 \ub300\ud574 \uc790\uc138\ud788 \uc124\uba85\ud569\ub2c8\ub2e4.<\/p>\n

1. \ud68c\uadc0 \ubd84\uc11d\uc758 \uae30\ubcf8 \uac1c\ub150<\/h2>\n

\ud68c\uadc0 \ubd84\uc11d\uc740 \ud2b9\uc815 \ubcc0\uc218(\uc885\uc18d \ubcc0\uc218)\uac00 \ub2e4\ub978 \ubcc0\uc218\ub4e4(\ub3c5\ub9bd \ubcc0\uc218)\uc758 \ubcc0\ud654\uc5d0 \uc5b4\ub5bb\uac8c \ubc18\uc751\ud558\ub294\uc9c0\ub97c \ubd84\uc11d\ud569\ub2c8\ub2e4. \uc77c\ubc18\uc801\uc73c\ub85c \ud68c\uadc0 \ubd84\uc11d\uc740 \ub450 \uac00\uc9c0 \uc720\ud615\uc73c\ub85c \ub098\ub269\ub2c8\ub2e4. \uccab \ubc88\uc9f8\ub294 \ub2e8\uc21c \ud68c\uadc0 \ubd84\uc11d(Single Regression)\uc774\uba70, \ub450 \ubc88\uc9f8\ub294 \ub2e4\uc911 \ud68c\uadc0 \ubd84\uc11d(Multiple Regression)\uc785\ub2c8\ub2e4.<\/p>\n

1.1 \ub2e8\uc21c \ud68c\uadc0 \ubd84\uc11d<\/h3>\n

\ub2e8\uc21c \ud68c\uadc0 \ubd84\uc11d\uc740 \ud558\ub098\uc758 \ub3c5\ub9bd \ubcc0\uc218\uc640 \ud558\ub098\uc758 \uc885\uc18d \ubcc0\uc218 \uac04\uc758 \uad00\uacc4\ub97c \ubd84\uc11d\ud558\ub294 \ubc29\ubc95\uc785\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uc9d1 \uac00\uaca9(\uc885\uc18d \ubcc0\uc218)\uc774 \uc9d1 \ud06c\uae30(\ub3c5\ub9bd \ubcc0\uc218)\uc5d0 \ubbf8\uce58\ub294 \uc601\ud5a5\uc744 \ubd84\uc11d\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub2e8\uc21c \ud68c\uadc0 \ubd84\uc11d\uc758 \uc218\uc2dd\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/p>\n

Y = \u03b20 + \u03b21X + \u03b5<\/pre>\n
\uc5ec\uae30\uc11c Y\ub294 \uc885\uc18d \ubcc0\uc218, X\ub294 \ub3c5\ub9bd \ubcc0\uc218, \u03b20\ub294 \uc808\ud3b8(intercept), \u03b21\uc740 \ud68c\uadc0 \uacc4\uc218(regression coefficient), \u03b5\ub294 \uc624\ucc28(error) \ud56d\uc744 \ub098\ud0c0\ub0c5\ub2c8\ub2e4.<\/p>\n
1.2 \ub2e4\uc911 \ud68c\uadc0 \ubd84\uc11d<\/h3>\n
\ub2e4\uc911 \ud68c\uadc0 \ubd84\uc11d\uc740 \ub450 \uac1c \uc774\uc0c1\uc758 \ub3c5\ub9bd \ubcc0\uc218\uac00 \uc885\uc18d \ubcc0\uc218\uc5d0 \ubbf8\uce58\ub294 \uc601\ud5a5\uc744 \ubd84\uc11d\ud558\ub294 \ubc29\ubc95\uc785\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uc9d1 \uac00\uaca9\uc774 \uc9d1 \ud06c\uae30\uc640 \ubc29 \uc218, \uc9c0\uc5ed \ub4f1\uc5d0 \ub530\ub77c \uc5b4\ub5bb\uac8c \ub2ec\ub77c\uc9c0\ub294\uc9c0\ub97c \ubd84\uc11d\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub2e4\uc911 \ud68c\uadc0 \ubd84\uc11d\uc758 \uc218\uc2dd\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/p>\n
Y = \u03b20 + \u03b21X1 + \u03b22X2 + ... + \u03b2nXn + \u03b5<\/pre>\n
2. \ud68c\uadc0 \uacc4\uc218\uc758 \ud574\uc11d<\/h2>\n
\ud68c\uadc0 \uacc4\uc218(\u03b2)\ub294 \uac01 \ub3c5\ub9bd \ubcc0\uc218\uac00 \uc885\uc18d \ubcc0\uc218\uc5d0 \ubbf8\uce58\ub294 \uc601\ud5a5\uc744 \ub098\ud0c0\ub0b4\ub294 \uac12\uc785\ub2c8\ub2e4. \uac01 \ud68c\uadc0 \uacc4\uc218\ub294 \ub3c5\ub9bd \ubcc0\uc218\uac00 1\ub2e8\uc704 \uc99d\uac00\ud560 \ub54c \uc885\uc18d \ubcc0\uc218\uac00 \uc5bc\ub9c8\ub098 \ubcc0\ud654\ud558\ub294\uc9c0\ub97c \ub098\ud0c0\ub0c5\ub2c8\ub2e4.<\/p>\n
2.1 \ud68c\uadc0 \uacc4\uc218\uc758 \uc608\uc2dc<\/h3>\n
\ub2e8\uc21c \ud68c\uadc0 \ubd84\uc11d\uc758 \uc608\ub85c, \uc8fc\uc5b4\uc9c4 \ub370\uc774\ud130\uc5d0\uc11c \uc9d1 \ud06c\uae30(X)\uac00 50\uc81c\uacf1\ubbf8\ud130 \uc99d\uac00\ud560 \ub54c \uc9d1 \uac00\uaca9(Y)\uc740 1000\ub9cc\uc6d0 \uc99d\uac00\ud55c\ub2e4\uace0 \uac00\uc815\ud574 \ubd05\uc2dc\ub2e4. \uc774 \uacbd\uc6b0, \u03b21\uc774 20\ub9cc\uc6d0\uc774\ub77c\uba74 \ub2e4\uc74c\uacfc \uac19\uc740 \ubc29\uc815\uc2dd\uc774 \uc131\ub9bd\ud569\ub2c8\ub2e4.<\/p>\n
Y = \u03b20 + 20X + \u03b5<\/pre>\n
\uc989, \uc9d1 \ud06c\uae30\uac00 50\uc81c\uacf1\ubbf8\ud130 \uc99d\uac00\ud560 \ub54c\ub294 \uac00\uaca9\uc774 1000\ub9cc\uc6d0 \uc99d\uac00\ud558\ub294 \uac83\uc73c\ub85c \ud574\uc11d\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n
3. \uc120\ud615 \uad00\uacc4 \uce21\uc815\ubc95<\/h2>\n
\uc120\ud615 \uad00\uacc4\uc758 \uac15\ub3c4\ub97c \uce21\uc815\ud558\uae30 \uc704\ud574 \uc8fc\ub85c \uc0ac\uc6a9\ud558\ub294 \ubc29\ubc95\uc740 \uc0c1\uad00\uacc4\uc218(correlation coefficient)\uc640 \uacb0\uc815\uacc4\uc218(coefficient of determination)\uc785\ub2c8\ub2e4.<\/p>\n
3.1 \uc0c1\uad00\uacc4\uc218<\/h3>\n
\uc0c1\uad00\uacc4\uc218\ub294 \ub450 \ubcc0\uc218 \uac04\uc758 \uc120\ud615 \uad00\uacc4\uc758 \uac15\ub3c4\ub97c \uce21\uc815\ud569\ub2c8\ub2e4. \uc0c1\uad00\uacc4\uc218\ub294 -1\uc5d0\uc11c 1\uae4c\uc9c0\uc758 \uac12\uc744 \uac00\uc9c0\uba70, 1\uc5d0 \uac00\uae4c\uc6b8\uc218\ub85d \uac15\ud55c \uc591\uc758 \uc120\ud615 \uad00\uacc4\ub97c, -1\uc5d0 \uac00\uae4c\uc6b8\uc218\ub85d \uac15\ud55c \uc74c\uc758 \uc120\ud615 \uad00\uacc4\ub97c \uc758\ubbf8\ud569\ub2c8\ub2e4.<\/p>\n
3.2 \uacb0\uc815\uacc4\uc218<\/h3>\n
\uacb0\uc815\uacc4\uc218\ub294 \ud68c\uadc0 \ubaa8\ub378\uc774 \uc885\uc18d \ubcc0\uc218\uc758 \ubcc0\ub3d9\uc131\uc744 \uc5bc\ub9c8\ub098 \uc798 \uc124\uba85\ud558\ub294\uc9c0\ub97c \ub098\ud0c0\ub0b4\ub294 \uc9c0\ud45c\uc785\ub2c8\ub2e4. \uc774 \uac12\uc740 0\uc5d0\uc11c 1 \uc0ac\uc774\uc758 \uac12\uc744 \uac00\uc9c0\uba70, 1\uc5d0 \uac00\uae4c\uc6b8\uc218\ub85d \ubaa8\ub378\uc774 \ub370\uc774\ud130\ub97c \uc798 \uc124\uba85\ud55c\ub2e4\uace0 \ud574\uc11d\ub429\ub2c8\ub2e4.<\/p>\n
4. \ud68c\uadc0 \ubd84\uc11d\uc758 \uc801\uc6a9 \uc0ac\ub840<\/h2>\n
\ud68c\uadc0 \ubd84\uc11d\uc740 \ub2e4\uc591\ud55c \ubd84\uc57c\uc5d0\uc11c \uc720\uc6a9\ud558\uac8c \uc0ac\uc6a9\ub429\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uacbd\uc81c\ud559\uc5d0\uc11c\ub294 \uc18c\ube44\uc790 \ud589\ub3d9\uc744 \ubd84\uc11d\ud558\uace0, \uc0dd\uba85\uacfc\ud559\uc5d0\uc11c\ub294 \uc2e4\ud5d8 \ub370\uc774\ud130\uc758 \uad00\uacc4\ub97c \ud30c\uc545\ud558\uace0, \ub9c8\ucf00\ud305\uc5d0\uc11c\ub294 \uad11\uace0 \ud6a8\uacfc\ub97c \uce21\uc815\ud558\ub294 \ub370 \ud65c\uc6a9\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n
4.1 \uacbd\uc81c\ud559\uc5d0\uc11c\uc758 \ud68c\uadc0 \ubd84\uc11d<\/h3>\n
\uacbd\uc81c\ud559\uc5d0\uc11c\ub294 \ub2e4\uc591\ud55c \uacbd\uc81c \uc9c0\ud45c\ub4e4 \uac04\uc758 \uad00\uacc4\ub97c \ubd84\uc11d\ud558\uae30 \uc704\ud574 \ud68c\uadc0 \ubd84\uc11d\uc744 \uc0ac\uc6a9\ud569\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uc2e4\uc5c5\ub960\uacfc \uc778\ud50c\ub808\uc774\uc158 \uac04\uc758 \uad00\uacc4\ub97c \ubd84\uc11d\ud558\ub294 \ub370 \ud68c\uadc0 \ubd84\uc11d\uc774 \ud65c\uc6a9\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n
4.2 \uc0dd\uba85\uacfc\ud559\uc5d0\uc11c\uc758 \ud68c\uadc0 \ubd84\uc11d<\/h3>\n
\uc0dd\uba85\uacfc\ud559 \ubd84\uc57c\uc5d0\uc11c\ub294 \uc784\uc0c1 \uc2e4\ud5d8\uc5d0\uc11c \uc218\uc9d1\ub41c \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud558\uc5ec \uc57d\ubb3c\uc758 \ud6a8\uacfc\ub97c \uce21\uc815\ud558\ub294 \ub370 \ud68c\uadc0 \ubd84\uc11d\uc774 \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/p>\n
4.3 \ub9c8\ucf00\ud305\uc5d0\uc11c\uc758 \ud68c\uadc0 \ubd84\uc11d<\/h3>\n
\ub9c8\ucf00\ud305 \ubd84\uc57c\uc5d0\uc11c\ub294 \uad11\uace0 \uc608\uc0b0\uc774 \ub9e4\ucd9c\uc5d0 \ubbf8\uce58\ub294 \uc601\ud5a5\uc744 \ubd84\uc11d\ud558\uae30 \uc704\ud574 \ud68c\uadc0 \ubd84\uc11d\uc744 \ud65c\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \ub9c8\ucf00\ud305 \uc804\ub7b5\uc744 \uc870\uc815\ud558\uace0 \ucd5c\uc801\ud654\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n
5. \uacb0\ub860<\/h2>\n
\ud68c\uadc0 \ubd84\uc11d\uc740 \ub370\uc774\ud130 \ubd84\uc11d\uc758 \uae30\ucd08\uc801\uc778 \ub3c4\uad6c\ub85c\uc11c \ub3c5\ub9bd \ubcc0\uc218\uc640 \uc885\uc18d \ubcc0\uc218 \uac04\uc758 \uad00\uacc4\ub97c \uc774\ud574\ud558\ub294 \ub370 \ub9e4\uc6b0 \uc720\uc6a9\ud569\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uc6b0\ub9ac\ub294 \ub2e4\uc591\ud55c \ubd84\uc57c\uc5d0\uc11c \ub370\uc774\ud130\ub97c \ud574\uc11d\ud558\uace0 \uc608\uce21\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uadf8\ub7ec\ub098 \ud68c\uadc0 \ubd84\uc11d\uc744 \uc218\ud589\ud560 \ub54c\ub294 \ubaa8\ub378\uc758 \uac00\uc815\uacfc \ud55c\uacc4\ub97c \uace0\ub824\ud558\uc5ec \ud574\uc11d\ud574\uc57c \ud558\uba70, \uacfc\uc801\ud569\uacfc \uac19\uc740 \ubb38\uc81c\ub97c \ud53c\ud558\ub294 \uac83\uc774 \uc911\uc694\ud569\ub2c8\ub2e4.<\/p>\n
6. \ucc38\uace0 \ubb38\ud5cc<\/h2>\n
 – \ud1b5\uacc4\ud559\uc758 \uc774\ud574 (\uc800\uc790\uba85, \ucd9c\ud310\uc0ac, \ucd9c\ud310\uc5f0\ub3c4) <\/p>\n
 – \ud68c\uadc0 \ubd84\uc11d\uc758 \uc774\ub860\uacfc \uc2e4\uc81c (\uc800\uc790\uba85, \ucd9c\ud310\uc0ac, \ucd9c\ud310\uc5f0\ub3c4) <\/p>\n","protected":false},"excerpt":{"rendered":"
\ud68c\uadc0 \ubd84\uc11d\uc740 \ubcc0\uc218\ub4e4 \uac04\uc758 \uad00\uacc4\ub97c \uc774\ud574\ud558\uace0 \uc774\ub7ec\ud55c \uad00\uacc4\ub97c \ubc14\ud0d5\uc73c\ub85c \ubbf8\ub798\uc758 \uacb0\uacfc\ub97c \uc608\uce21\ud558\ub294 \ud1b5\uacc4\uc801 \ubc29\ubc95\uc785\ub2c8\ub2e4. \uc77c\ubc18\uc801\uc73c\ub85c \ub3c5\ub9bd \ubcc0\uc218(\uc124\uba85 \ubcc0\uc218)\uc640 \uc885\uc18d \ubcc0\uc218(\ubc18\uc751 \ubcc0\uc218) \uac04\uc758 \uad00\uacc4\ub97c \ubd84\uc11d\ud569\ub2c8\ub2e4. \uc774 \uae00\uc5d0\uc11c\ub294 \ud68c\uadc0 \ubd84\uc11d\uc758 \uae30\ubcf8 \uac1c\ub150, \ud68c\uadc0 \uacc4\uc218\uc758 \ud574\uc11d, \uc120\ud615 \uad00\uacc4\uc758 \uce21\uc815\ubc95 \ub4f1\uc5d0 \ub300\ud574 \uc790\uc138\ud788 \uc124\uba85\ud569\ub2c8\ub2e4. 1. \ud68c\uadc0 \ubd84\uc11d\uc758 \uae30\ubcf8 \uac1c\ub150 \ud68c\uadc0 \ubd84\uc11d\uc740 \ud2b9\uc815 \ubcc0\uc218(\uc885\uc18d \ubcc0\uc218)\uac00 \ub2e4\ub978 \ubcc0\uc218\ub4e4(\ub3c5\ub9bd \ubcc0\uc218)\uc758 \ubcc0\ud654\uc5d0 \uc5b4\ub5bb\uac8c … \ub354 \ubcf4\uae30 “26.\ud68c\uadc0 \ubd84\uc11d(Regression Analysis), \ud68c\uadc0 \uacc4\uc218\uc758 \ud574\uc11d\uacfc \uc120\ud615 \uad00\uacc4 \uce21\uc815”<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[219],"tags":[],"class_list":["post-40796","post","type-post","status-publish","format-standard","hentry","category-219"],"yoast_head":"\n26.\ud68c\uadc0 \ubd84\uc11d(Regression Analysis), \ud68c\uadc0 \uacc4\uc218\uc758 \ud574\uc11d\uacfc \uc120\ud615 \uad00\uacc4 \uce21\uc815 - 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