{"id":1404,"date":"2023-07-26T12:37:50","date_gmt":"2023-07-26T12:37:50","guid":{"rendered":"https:\/\/statorials.org\/ko\/r%e1%84%8b%e1%85%b4-%e1%84%83%e1%85%a5%e1%84%86%e1%85%b5-%e1%84%87%e1%85%a7%e1%86%ab%e1%84%89%e1%85%ae\/"},"modified":"2023-07-26T12:37:50","modified_gmt":"2023-07-26T12:37:50","slug":"r%e1%84%8b%e1%85%b4-%e1%84%83%e1%85%a5%e1%84%86%e1%85%b5-%e1%84%87%e1%85%a7%e1%86%ab%e1%84%89%e1%85%ae","status":"publish","type":"post","link":"https:\/\/statorials.org\/ko\/r%e1%84%8b%e1%85%b4-%e1%84%83%e1%85%a5%e1%84%86%e1%85%b5-%e1%84%87%e1%85%a7%e1%86%ab%e1%84%89%e1%85%ae\/","title":{"rendered":"R\uc5d0\uc11c \ub354\ubbf8 \ubcc0\uc218\ub97c \ub9cc\ub4dc\ub294 \ubc29\ubc95(\ub2e8\uacc4\ubcc4)"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><a href=\"https:\/\/statorials.org\/ko\/\u1112\u116c\u1100\u1171-\u1103\u1165\u1106\u1175-\u1107\u1167\u11ab\u1109\u116e\/\" target=\"_blank\" rel=\"noopener\">\ub354\ubbf8 \ubcc0\uc218\ub294<\/a> \ubc94\uc8fc\ud615 \ubcc0\uc218\ub97c 0 \ub610\ub294 1\uc758 \ub450 \uac12 \uc911 \ud558\ub098\ub97c \ucde8\ud558\ub294 \uc22b\uc790 \ubcc0\uc218\ub85c \ub098\ud0c0\ub0bc \uc218 \uc788\ub3c4\ub85d \ud68c\uadc0 \ubd84\uc11d\uc5d0\uc11c \uc0dd\uc131\ud558\ub294 \ubcc0\uc218 \uc720\ud615\uc785\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc608\ub97c \ub4e4\uc5b4, \ub2e4\uc74c\uacfc \uac19\uc740 \ub370\uc774\ud130 \uc138\ud2b8\uac00 \uc788\uace0 <em>\ub098\uc774<\/em> \uc640 <em>\uacb0\ud63c \uc0c1\ud0dc\ub97c<\/em> \uc0ac\uc6a9\ud558\uc5ec <em>\uc18c\ub4dd\uc744<\/em> \uc608\uce21\ud55c\ub2e4\uace0 \uac00\uc815\ud574 \ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-13944 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/mannequin4.png\" alt=\"\" width=\"246\" height=\"309\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">\ud68c\uadc0 \ubaa8\ub378\uc5d0\uc11c <em>\uacb0\ud63c \uc0c1\ud0dc\ub97c<\/em> \uc608\uce21 \ubcc0\uc218\ub85c \uc0ac\uc6a9\ud558\ub824\uba74 \uc774\ub97c \ub354\ubbf8 \ubcc0\uc218\ub85c \ubcc0\ud658\ud574\uc57c \ud569\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc774\ub294 \ud604\uc7ac \uc138 \uac00\uc9c0 \ub2e4\ub978 \uac12(&#8220;\ubbf8\ud63c&#8221;, &#8220;\uae30\ud63c&#8221; \ub610\ub294 &#8220;\uc774\ud63c&#8221;)\uc744 \ucde8\ud560 \uc218 \uc788\ub294 \ubc94\uc8fc\ud615 \ubcc0\uc218\uc774\ubbc0\ub85c <em>k<\/em> -1 = 3-1 = 2\uac1c\uc758 \ub354\ubbf8 \ubcc0\uc218\ub97c \ub9cc\ub4e4\uc5b4\uc57c \ud569\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc774 \ub354\ubbf8 \ubcc0\uc218\ub97c \uc0dd\uc131\ud558\ub824\uba74 \uac00\uc7a5 \uc790\uc8fc \ub098\ud0c0\ub098\ub294 &#8220;Single&#8221;\uc744 \uae30\ubcf8 \uac12\uc73c\ub85c \ub0a8\uaca8 \ub458 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub530\ub77c\uc11c <em>\uacb0\ud63c \uc0c1\ud0dc\ub97c<\/em> \ub354\ubbf8 \ubcc0\uc218\ub85c \ubcc0\ud658\ud558\ub294 \ubc29\ubc95\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-13950 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/mannequin6.png\" alt=\"\" width=\"615\" height=\"311\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">\uc774 \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 R\uc5d0\uc11c \uc774 \uc815\ud655\ud55c \ub370\uc774\ud130 \uc138\ud2b8\uc5d0 \ub300\ud55c \ub354\ubbf8 \ubcc0\uc218\ub97c \uc0dd\uc131\ud55c \ub2e4\uc74c \uc774\ub7ec\ud55c \ub354\ubbf8 \ubcc0\uc218\ub97c \uc608\uce21 \ubcc0\uc218\ub85c \uc0ac\uc6a9\ud558\uc5ec \ud68c\uadc0 \ubd84\uc11d\uc744 \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 \uc0dd\uc131<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\uba3c\uc800 R\uc5d0\uc11c \ub370\uc774\ud130 \uc138\ud2b8\ub97c \uc0dd\uc131\ud574 \ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create data frame<\/span>\ndf &lt;- data. <span style=\"color: #3366ff;\">frame<\/span> (income=c(45000, 48000, 54000, 57000, 65000, 69000,\n                          78000, 83000, 98000, 104000, 107000),\n                 age=c(23, 25, 24, 29, 38, 36, 40, 59, 56, 64, 53),\n                 status=c('Single', 'Single', 'Single', 'Single',\n                          'Married', 'Single', 'Married', 'Divorced',\n                          'Divorced', 'Married', 'Married'))\n\n<span style=\"color: #008080;\">#view data frame\n<\/span>df\n\n   income age status\n1 45000 23 Single\n2 48000 25 Single\n3 54000 24 Single\n4 57000 29 Single\n5 65000 38 Married\n6 69000 36 Single\n7 78000 40 Married\n8 83000 59 Divorced\n9 98000 56 Divorced\n10 104000 64 Married\n11 107000 53 Married<\/strong><\/pre>\n<h3> <span style=\"color: #000000;\"><strong>2\ub2e8\uacc4: \ub354\ubbf8 \ubcc0\uc218 \uc0dd\uc131<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c\uc73c\ub85c, R\uc758 <strong>ifelse()<\/strong> \ud568\uc218\ub97c \uc0ac\uc6a9\ud558\uc5ec \ub354\ubbf8 \ubcc0\uc218\ub97c \uc815\uc758\ud55c \ub2e4\uc74c \ud68c\uadc0 \ubaa8\ub378\uc744 \uad6c\ucd95\ud558\ub294 \ub370 \uc0ac\uc6a9\ud560 \ucd5c\uc885 \ub370\uc774\ud130 \ud504\ub808\uc784\uc744 \uc815\uc758\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create dummy variables<\/span>\nmarried &lt;- <span style=\"color: #3366ff;\">ifelse<\/span> (df$status <span style=\"color: #993300;\">==<\/span> ' <span style=\"color: #008000;\">Married<\/span> ', 1, 0)\ndivorced &lt;- <span style=\"color: #3366ff;\">ifelse<\/span> (df$status <span style=\"color: #993300;\">==<\/span> ' <span style=\"color: #008000;\">Divorced<\/span> ', 1, 0)\n\n<span style=\"color: #008080;\">#create data frame to use for regression\n<\/span>df_reg &lt;- data. <span style=\"color: #3366ff;\">frame<\/span> (income = df$income,\n                     age = df$age,\n                     married = married,\n                     divorced = divorced)\n\n<span style=\"color: #008080;\">#view data frame\n<\/span>df_reg\n\n   income age married divorced\n1 45000 23 0 0\n2 48000 25 0 0\n3 54000 24 0 0\n4 57000 29 0 0\n5 65000 38 1 0\n6 69000 36 0 0\n7 78000 40 1 0\n8 83000 59 0 1\n9 98000 56 0 1\n10 104000 64 1 0\n11 107000 53 1 0\n<\/strong><\/pre>\n<h3> <span style=\"color: #000000;\"><strong>3\ub2e8\uacc4: \uc120\ud615 \ud68c\uadc0 \uc218\ud589<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\ub9c8\uc9c0\ub9c9\uc73c\ub85c <strong>lm()<\/strong> \ud568\uc218\ub97c \uc0ac\uc6a9\ud558\uc5ec \ub2e4\uc911 \uc120\ud615 \ud68c\uadc0 \ubaa8\ub378\uc744 \ub9de\ucd9c \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create regression model\n<\/span>model &lt;- <span style=\"color: #3366ff;\">lm<\/span> (income ~ age + married + divorced, data=df_reg)\n\n<span style=\"color: #008080;\">#view regression model output\n<\/span>summary(model)\n\nCall:\nlm(formula = income ~ age + married + divorced, data = df_reg)\n\nResiduals:\n    Min 1Q Median 3Q Max \n-9707.5 -5033.8 45.3 3390.4 12245.4 \n\nCoefficients:\n            Estimate Std. Error t value Pr(&gt;|t|)   \n(Intercept) 14276.1 10411.5 1.371 0.21266   \nage 1471.7 354.4 4.152 0.00428 **\nmarried 2479.7 9431.3 0.263 0.80018   \ndivorced -8397.4 12771.4 -0.658 0.53187   \n---\nSignificant. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1\n\nResidual standard error: 8391 on 7 degrees of freedom\nMultiple R-squared: 0.9008, Adjusted R-squared: 0.8584 \nF-statistic: 21.2 on 3 and 7 DF, p-value: 0.0006865\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\uc801\ud569 \ud68c\uadc0\uc120\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc18c\ub4dd = 14,276.1 + 1,471.7*(\ub098\uc774) + 2,479.7*(\uae30\ud63c) \u2013 8,397.4*(\uc774\ud63c)<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc774 \ubc29\uc815\uc2dd\uc744 \uc0ac\uc6a9\ud558\uc5ec \uac1c\uc778\uc758 \uc5f0\ub839\uacfc \uacb0\ud63c \uc0c1\ud0dc\ub97c \uae30\uc900\uc73c\ub85c \uac1c\uc778\uc758 \ucd94\uc815 \uc18c\ub4dd\uc744 \ucc3e\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, 35\uc138\uc774\uace0 \uacb0\ud63c\ud55c \uc0ac\ub78c\uc758 \ucd94\uc815 \uc18c\ub4dd\uc740 <strong>$68,264<\/strong> \uc785\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc18c\ub4dd = 14,276.2 + 1,471.7*(35) + 2,479.7*(1) \u2013 8,397.4*(0) = $68,264<\/span><\/p>\n<p> <span style=\"color: #000000;\">\ud45c\uc758 \ud68c\uadc0 \uacc4\uc218\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;\"><strong>\uc808\ud3b8:<\/strong> \uc808\ud3b8\uc740 0\uc138 \ud55c \uc0ac\ub78c\uc758 \ud3c9\uade0 \uc18c\ub4dd\uc744 \ub098\ud0c0\ub0c5\ub2c8\ub2e4. \ubd84\uba85\ud788 0\ub144\uc744 \uac00\uc9c8 \uc218 \uc5c6\uc73c\ubbc0\ub85c \uc774 \ud2b9\uc815 \ud68c\uadc0 \ubaa8\ub378\uc5d0\uc11c \uc808\ud3b8 \uc790\uccb4\ub97c \ud574\uc11d\ud558\ub294 \uac83\uc740 \uc758\ubbf8\uac00 \uc5c6\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>\uc5f0\ub839:<\/strong> \ub9e4\ub144 \uc5f0\ub839\uc774 \uc99d\uac00\ud558\uba74 \uc18c\ub4dd\uc774 \ud3c9\uade0 $1,471.70 \uc99d\uac00\ud569\ub2c8\ub2e4. p-\uac12(0.004)\uc774 0.05\ubcf4\ub2e4 \uc791\uc73c\ubbc0\ub85c \uc5f0\ub839\uc740 \ud1b5\uacc4\uc801\uc73c\ub85c \uc720\uc758\ubbf8\ud55c \uc18c\ub4dd \uc608\uce21 \ubcc0\uc218\uc785\ub2c8\ub2e4.<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>\uae30\ud63c:<\/strong> \uae30\ud63c\uc790\ub294 \ub3c5\uc2e0\uc790\ubcf4\ub2e4 \ud3c9\uade0 $2,479.70 \ub354 \ub9ce\uc740 \uc18c\ub4dd\uc744 \uc5bb\uc2b5\ub2c8\ub2e4. p-\uac12(0.800)\uc774 0.05 \uc774\uc0c1\uc774\ubbc0\ub85c \uc774 \ucc28\uc774\ub294 \ud1b5\uacc4\uc801\uc73c\ub85c \uc720\uc758\ud558\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>\uc774\ud63c\ud55c \uc0ac\ub78c:<\/strong> \uc774\ud63c\ud55c \uc0ac\ub78c\uc740 \ub3c5\uc2e0\uc790\ubcf4\ub2e4 \ud3c9\uade0 $8,397.40 \ub354 \uc801\uc740 \uc18c\ub4dd\uc744 \uc5bb\uc2b5\ub2c8\ub2e4. p-\uac12(0.532)\uc774 0.05 \uc774\uc0c1\uc774\ubbc0\ub85c \uc774 \ucc28\uc774\ub294 \ud1b5\uacc4\uc801\uc73c\ub85c \uc720\uc758\ud558\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\ub450 \ub354\ubbf8 \ubcc0\uc218 \ubaa8\ub450 \ud1b5\uacc4\uc801\uc73c\ub85c \uc720\uc758\ud558\uc9c0 \uc54a\uc558\uae30 \ub54c\ubb38\uc5d0 \uc18c\ub4dd\uc5d0 \uc608\uce21 \uac00\uce58\ub97c \ucd94\uac00\ud558\ub294 \uac83\uc73c\ub85c \ubcf4\uc774\uc9c0 \uc54a\uc73c\ubbc0\ub85c \ubaa8\ub378\uc5d0\uc11c \uc608\uce21 \ubcc0\uc218\uc778 <em>\uacb0\ud63c \uc0c1\ud0dc\ub97c<\/em> \uc81c\uac70\ud560 \uc218 \uc788\uc5c8\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\ub354\ubbf8 \ubcc0\uc218\ub294 \ubc94\uc8fc\ud615 \ubcc0\uc218\ub97c 0 \ub610\ub294 1\uc758 \ub450 \uac12 \uc911 \ud558\ub098\ub97c \ucde8\ud558\ub294 \uc22b\uc790 \ubcc0\uc218\ub85c \ub098\ud0c0\ub0bc \uc218 \uc788\ub3c4\ub85d \ud68c\uadc0 \ubd84\uc11d\uc5d0\uc11c \uc0dd\uc131\ud558\ub294 \ubcc0\uc218 \uc720\ud615\uc785\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \ub2e4\uc74c\uacfc \uac19\uc740 \ub370\uc774\ud130 \uc138\ud2b8\uac00 \uc788\uace0 \ub098\uc774 \uc640 \uacb0\ud63c \uc0c1\ud0dc\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc18c\ub4dd\uc744 \uc608\uce21\ud55c\ub2e4\uace0 \uac00\uc815\ud574 \ubcf4\uaca0\uc2b5\ub2c8\ub2e4. \ud68c\uadc0 \ubaa8\ub378\uc5d0\uc11c \uacb0\ud63c \uc0c1\ud0dc\ub97c \uc608\uce21 \ubcc0\uc218\ub85c \uc0ac\uc6a9\ud558\ub824\uba74 \uc774\ub97c \ub354\ubbf8 \ubcc0\uc218\ub85c \ubcc0\ud658\ud574\uc57c \ud569\ub2c8\ub2e4. \uc774\ub294 \ud604\uc7ac \uc138 \uac00\uc9c0 \ub2e4\ub978 [&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-1404","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>R\uc5d0\uc11c \ub354\ubbf8 \ubcc0\uc218\ub97c \ub9cc\ub4dc\ub294 \ubc29\ubc95(\ub2e8\uacc4\ubcc4)<\/title>\n<meta name=\"description\" content=\"\uc774 \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 \ub2e8\uacc4\ubcc4 \uc608\uc81c\ub97c \ud3ec\ud568\ud558\uc5ec R\uc5d0\uc11c \ub354\ubbf8 \ubcc0\uc218\ub97c \uc0dd\uc131\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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