{"id":1141,"date":"2023-07-27T12:43:28","date_gmt":"2023-07-27T12:43:28","guid":{"rendered":"https:\/\/statorials.org\/ko\/r%e1%84%8b%e1%85%b3%e1%86%af-r%e1%84%8b%e1%85%b4-%e1%84%8c%e1%85%a6%e1%84%80%e1%85%a9%e1%86%b8%e1%84%8b%e1%85%b3%e1%84%85%e1%85%a9\/"},"modified":"2023-07-27T12:43:28","modified_gmt":"2023-07-27T12:43:28","slug":"r%e1%84%8b%e1%85%b3%e1%86%af-r%e1%84%8b%e1%85%b4-%e1%84%8c%e1%85%a6%e1%84%80%e1%85%a9%e1%86%b8%e1%84%8b%e1%85%b3%e1%84%85%e1%85%a9","status":"publish","type":"post","link":"https:\/\/statorials.org\/ko\/r%e1%84%8b%e1%85%b3%e1%86%af-r%e1%84%8b%e1%85%b4-%e1%84%8c%e1%85%a6%e1%84%80%e1%85%a9%e1%86%b8%e1%84%8b%e1%85%b3%e1%84%85%e1%85%a9\/","title":{"rendered":"R\uc5d0\uc11c \uacb0\uc815\uacc4\uc218(r\uc81c\uacf1)\ub97c \ucc3e\ub294 \ubc29\ubc95"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><strong>\uacb0\uc815\uacc4\uc218<\/strong> (\uc77c\ubc18\uc801\uc73c\ub85c R <sup>2<\/sup> \ub85c \ud45c\uc2dc\ub428)\ub294 \ud68c\uadc0 \ubaa8\ub378\uc5d0\uc11c \uc124\uba85 \ubcc0\uc218\ub85c \uc124\uba85\ud560 \uc218 \uc788\ub294 <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 noreferrer\">\uc751\ub2f5 \ubcc0\uc218<\/a> \uc758 \ubd84\uc0b0 \ube44\uc728\uc785\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc774 \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 R\uc758 \ud68c\uadc0 \ubaa8\ub378\uc5d0\uc11c <sup>R2\ub97c<\/sup> \ucc3e\uace0 \ud574\uc11d\ud558\ub294 \ubc29\ubc95\uc5d0 \ub300\ud55c \uc608\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>\uad00\ub828 \ud56d\ubaa9:<\/strong> <a href=\"https:\/\/statorials.org\/ko\/\u110c\u1169\u11c2\u110b\u1173\u11ab-r-\u110c\u1166\u1100\u1169\u11b8-\u1100\u1161\u11b9\/\" target=\"_blank\" rel=\"noopener noreferrer\">\uc88b\uc740 R \uc81c\uacf1 \uac12\uc774\ub780 \ubb34\uc5c7\uc785\ub2c8\uae4c?<\/a><\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\uc608: R\uc5d0\uc11c R-\uc81c\uacf1 \ucc3e\uae30 \ubc0f \ud574\uc11d<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">15\uba85\uc758 \ud559\uc0dd\uc5d0 \ub300\ud574 \uacf5\ubd80\ud55c \uc2dc\uac04, \uc751\uc2dc\ud55c \uc900\ube44 \uc2dc\ud5d8, \ubc1b\uc740 \uc2dc\ud5d8 \uc810\uc218\uc5d0 \ub300\ud55c \ub370\uc774\ud130\uac00 \ud3ec\ud568\ub41c \ub2e4\uc74c \ub370\uc774\ud130\uc138\ud2b8\uac00 \uc788\ub2e4\uace0 \uac00\uc815\ud569\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.frame(hours=c(1, 2, 2, 4, 2, 1, 5, 4, 2, 4, 4, 3, 6, 5, 3),\n                 prep_exams=c(1, 3, 3, 5, 2, 2, 1, 1, 0, 3, 4, 3, 2, 4, 4),\n                 score=c(76, 78, 85, 88, 72, 69, 94, 94, 88, 92, 90, 75, 96, 90, 82))\n\n<span style=\"color: #008080;\">#view first six rows of data frame<\/span>\nhead(df)\n\n  hours prep_exams score\n1 1 1 76\n2 2 3 78\n3 2 3 85\n4 4 5 88\n5 2 2 72\n6 1 2 69\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \ucf54\ub4dc\ub294 <a href=\"https:\/\/statorials.org\/ko\/\u1103\u1161\u110c\u116e\u11bc-\u1109\u1165\u11ab\u1112\u1167\u11bc-\u1112\u116c\u1100\u1171-r\/\" target=\"_blank\" rel=\"noopener noreferrer\">\ub2e4\uc911 \uc120\ud615 \ud68c\uadc0 \ubaa8\ub378\uc744<\/a> \uc774 \ub370\uc774\ud130 \uc138\ud2b8\uc5d0 \ub9de\ucd94\uace0 \ubaa8\ub378 \ucd9c\ub825\uc744 R\uc5d0 \ud45c\uc2dc\ud558\ub294 \ubc29\ubc95\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#fit regression model<\/span>\nmodel &lt;- lm(score~hours+prep_exams, data=df)\n\n<span style=\"color: #008080;\">#view model summary<\/span>\nsummary(model)\n\nCall:\nlm(formula = score ~ hours + prep_exams, data = df)\n\nResiduals:\n    Min 1Q Median 3Q Max \n-7.9896 -2.5514 0.3079 3.3370 7.0352 \n\nCoefficients:\n            Estimate Std. Error t value Pr(&gt;|t|)    \n(Intercept) 71.8078 3.5222 20.387 1.12e-10 ***\nhours 5.0247 0.8964 5.606 0.000115 ***\nprep_exams -1.2975 0.9689 -1.339 0.205339    \n---\nSignificant. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1\n\nResidual standard error: 4.944 on 12 degrees of freedom\nMultiple R-squared: 0.7237, Adjusted R-squared: 0.6776 \nF-statistic: 15.71 on 2 and 12 DF, p-value: 0.0004454<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\ubaa8\ub378\uc758 R-\uc81c\uacf1(\ucd9c\ub825 \ub9e8 \uc544\ub798\uc5d0 \ud45c\uc2dc\ub428)\uc740 <strong>0.7237<\/strong> \ub85c \ub098\ud0c0\ub0a9\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc774\ub294 \uc2dc\ud5d8 \uc810\uc218 \ubcc0\ub3d9\uc758 <strong>72.37%\uac00<\/strong> \uacf5\ubd80 \uc2dc\uac04\uacfc \uc751\uc2dc\ud55c \uc5f0\uc2b5 \uc2dc\ud5d8 \ud69f\uc218\ub85c \uc124\uba85\ub420 \uc218 \uc788\uc74c\uc744 \uc758\ubbf8\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \uad6c\ubb38\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc774 \uac12\uc5d0 \uc561\uc138\uc2a4\ud560 \uc218\ub3c4 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>summary(model)$r.squared\n\n[1] 0.7236545<\/strong><\/pre>\n<h3> <span style=\"color: #000000;\"><strong>R \uc81c\uacf1 \uac12\uc744 \ud574\uc11d\ud558\ub294 \ubc29\ubc95<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">R \uc81c\uacf1 \uac12\uc740 \ud56d\uc0c1 0\uacfc 1 \uc0ac\uc774\uc785\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uac12\uc774 1\uc774\uba74 \uc124\uba85\ubcc0\uc218\uac00 \ubc18\uc751\ubcc0\uc218\uc758 \ubd84\uc0b0\uc744 \uc644\ubcbd\ud558\uac8c \uc124\uba85\ud560 \uc218 \uc788\uc74c\uc744 \ub098\ud0c0\ub0b4\uace0, \uac12\uc774 0\uc774\uba74 \uc124\uba85\ubcc0\uc218\uac00 \ubc18\uc751\ubcc0\uc218\uc758 \ubd84\uc0b0\uc744 \uc124\uba85\ud558\ub294 \ub2a5\ub825\uc774 \uc5c6\uc74c\uc744 \ub098\ud0c0\ub0c5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc77c\ubc18\uc801\uc73c\ub85c \ud68c\uadc0 \ubaa8\ub378\uc758 R-\uc81c\uacf1 \uac12\uc774 \ud074\uc218\ub85d \uc124\uba85 \ubcc0\uc218\uac00 \uc751\ub2f5 \ubcc0\uc218\uc758 \uac12\uc744 \ub354 \uc798 \uc608\uce21\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\ud2b9\uc815 R-\uc81c\uacf1 \uac12\uc774 \ud2b9\uc815 \ud68c\uadc0 \ubaa8\ub378\uc5d0 \ub300\ud574 &#8220;\uc88b\uc740&#8221; \uac83\uc73c\ub85c \uac04\uc8fc\ub418\ub294\uc9c0 \uc5ec\ubd80\ub97c \uacb0\uc815\ud558\ub294 \ubc29\ubc95\uc5d0 \ub300\ud55c \uc790\uc138\ud55c \ub0b4\uc6a9\uc740 <a href=\"https:\/\/statorials.org\/ko\/\u110c\u1169\u11c2\u110b\u1173\u11ab-r-\u110c\u1166\u1100\u1169\u11b8-\u1100\u1161\u11b9\/\" target=\"_blank\" rel=\"noopener noreferrer\">\uc774 \uae30\uc0ac\ub97c<\/a> \ud655\uc778\ud558\uc138\uc694.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>\uad00\ub828 \ud56d\ubaa9:<\/strong><\/span> <a href=\"https:\/\/statorials.org\/ko\/r\u110b\u1166-\u1106\u1161\u11bd\u1102\u1173\u11ab-r-\u110c\u1166\u1100\u1169\u11b8\/\" target=\"_blank\" rel=\"noopener noreferrer\">R\uc5d0\uc11c \uc870\uc815\ub41c R \uc81c\uacf1\uc744 \uacc4\uc0b0\ud558\ub294 \ubc29\ubc95<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\uacb0\uc815\uacc4\uc218 (\uc77c\ubc18\uc801\uc73c\ub85c R 2 \ub85c \ud45c\uc2dc\ub428)\ub294 \ud68c\uadc0 \ubaa8\ub378\uc5d0\uc11c \uc124\uba85 \ubcc0\uc218\ub85c \uc124\uba85\ud560 \uc218 \uc788\ub294 \uc751\ub2f5 \ubcc0\uc218 \uc758 \ubd84\uc0b0 \ube44\uc728\uc785\ub2c8\ub2e4. \uc774 \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 R\uc758 \ud68c\uadc0 \ubaa8\ub378\uc5d0\uc11c R2\ub97c \ucc3e\uace0 \ud574\uc11d\ud558\ub294 \ubc29\ubc95\uc5d0 \ub300\ud55c \uc608\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uad00\ub828 \ud56d\ubaa9: \uc88b\uc740 R \uc81c\uacf1 \uac12\uc774\ub780 \ubb34\uc5c7\uc785\ub2c8\uae4c? \uc608: R\uc5d0\uc11c R-\uc81c\uacf1 \ucc3e\uae30 \ubc0f \ud574\uc11d 15\uba85\uc758 \ud559\uc0dd\uc5d0 \ub300\ud574 \uacf5\ubd80\ud55c \uc2dc\uac04, \uc751\uc2dc\ud55c \uc900\ube44 \uc2dc\ud5d8, \ubc1b\uc740 \uc2dc\ud5d8 \uc810\uc218\uc5d0 \ub300\ud55c [&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-1141","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 \uacb0\uc815\uacc4\uc218(R\uc81c\uacf1)\ub97c \ucc3e\ub294 \ubc29\ubc95<\/title>\n<meta name=\"description\" content=\"\uc774 \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 \uba87 \uac00\uc9c0 \uc608\ub97c \ud1b5\ud574 R\uc5d0\uc11c \uacb0\uc815\uacc4\uc218(R-\uc81c\uacf1)\ub97c \uacc4\uc0b0\ud558\ub294 \ubc29\ubc95\uc744 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