{"id":3907,"date":"2023-07-14T20:04:35","date_gmt":"2023-07-14T20:04:35","guid":{"rendered":"https:\/\/statorials.org\/ko\/r%e1%84%8b%e1%85%b4-%e1%84%80%e1%85%a1%e1%86%bc%e1%84%85%e1%85%a7%e1%86%a8%e1%84%92%e1%85%a1%e1%86%ab-%e1%84%91%e1%85%ad%e1%84%8c%e1%85%ae%e1%86%ab-%e1%84%8b%e1%85%a9%e1%84%85%e1%85%b2\/"},"modified":"2023-07-14T20:04:35","modified_gmt":"2023-07-14T20:04:35","slug":"r%e1%84%8b%e1%85%b4-%e1%84%80%e1%85%a1%e1%86%bc%e1%84%85%e1%85%a7%e1%86%a8%e1%84%92%e1%85%a1%e1%86%ab-%e1%84%91%e1%85%ad%e1%84%8c%e1%85%ae%e1%86%ab-%e1%84%8b%e1%85%a9%e1%84%85%e1%85%b2","status":"publish","type":"post","link":"https:\/\/statorials.org\/ko\/r%e1%84%8b%e1%85%b4-%e1%84%80%e1%85%a1%e1%86%bc%e1%84%85%e1%85%a7%e1%86%a8%e1%84%92%e1%85%a1%e1%86%ab-%e1%84%91%e1%85%ad%e1%84%8c%e1%85%ae%e1%86%ab-%e1%84%8b%e1%85%a9%e1%84%85%e1%85%b2\/","title":{"rendered":"R\uc5d0\uc11c \uac15\ub825\ud55c \ud45c\uc900 \uc624\ub958\ub97c \uacc4\uc0b0\ud558\ub294 \ubc29\ubc95"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><a href=\"https:\/\/statorials.org\/ko\/\u1109\u1165\u11ab\u1112\u1167\u11bc-\u1112\u116c\u1100\u1171-\u1100\u1161\u110c\u1165\u11bc\/\" target=\"_blank\" rel=\"noopener\">\uc120\ud615 \ud68c\uadc0\uc758 \uac00\uc815<\/a> \uc911 \ud558\ub098\ub294 \ubaa8\ub378 <a href=\"https:\/\/statorials.org\/ko\/\u110c\u1161\u11ab\u110b\u1167\u1106\u116e\u11af\/\" target=\"_blank\" rel=\"noopener\">\uc794\ucc28\uac00<\/a> \uc608\uce21 \ubcc0\uc218\uc758 \uac01 \uc218\uc900\uc5d0 \ub3d9\uc77c\ud558\uac8c \ubd84\uc0b0\ub418\uc5b4 \uc788\ub2e4\ub294 \uac83\uc785\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc774 \uac00\uc815\uc774 \ucda9\uc871\ub418\uc9c0 \uc54a\uc73c\uba74 \ud68c\uadc0 \ubaa8\ub378\uc5d0 <a href=\"https:\/\/statorials.org\/ko\/\u110b\u1175\u1107\u116e\u11ab\u1109\u1161\u11ab\u1109\u1165\u11bc-\u1112\u116c\u1100\u1171\/\" target=\"_blank\" rel=\"noopener\">\uc774\ubd84\uc0b0\uc131\uc774<\/a> \uc874\uc7ac\ud55c\ub2e4\uace0 \ud569\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc774\ub7f0 \uc77c\uc774 \ubc1c\uc0dd\ud558\uba74 \ubaa8\ub378 \ud68c\uadc0 \uacc4\uc218\uc758 \ud45c\uc900 \uc624\ub958\uac00 \uc2e0\ub8b0\ud560 \uc218 \uc5c6\uac8c \ub429\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc774\ub97c \uc124\uba85\ud558\uae30 \uc704\ud574 \uc6b0\ub9ac\ub294 \uc774\ubd84\uc0b0\uc131\uc5d0 \ub300\ud574 &#8220;\uacac\uace0\ud558\uace0&#8221; \ud68c\uadc0 \uacc4\uc218\uc5d0 \ub300\ud55c \uc2e4\uc81c \ud45c\uc900 \uc624\ub958 \uac12\uc5d0 \ub300\ud55c \ub354 \ub098\uc740 \uc544\uc774\ub514\uc5b4\ub97c \uc81c\uacf5\ud560 \uc218 \uc788\ub294 <strong>\uacac\uace0\ud55c \ud45c\uc900 \uc624\ub958\ub97c<\/strong> \uacc4\uc0b0\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \uc608\uc5d0\uc11c\ub294 R\uc758 \ud68c\uadc0 \ubaa8\ub378\uc5d0 \ub300\ud55c \uac15\ub825\ud55c \ud45c\uc900 \uc624\ub958\ub97c \uacc4\uc0b0\ud558\ub294 \ubc29\ubc95\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/span><\/p>\n<h2> <strong>\uc608: R\uc5d0\uc11c \uac15\ub825\ud55c \ud45c\uc900 \uc624\ub958 \uacc4\uc0b0<\/strong><\/h2>\n<p> <span style=\"color: #000000;\">\ud55c \uc218\uc5c5\uc5d0\uc11c 20\uba85\uc758 \ud559\uc0dd\uc774 \uacf5\ubd80\ud55c \uc2dc\uac04\uacfc \uc2dc\ud5d8 \uc810\uc218\uc5d0 \ub300\ud55c \uc815\ubcf4\ub97c \ud3ec\ud568\ud558\ub294 \ub2e4\uc74c\uacfc \uac19\uc740 \ub370\uc774\ud130 \ud504\ub808\uc784\uc774 R\uc5d0 \uc788\ub2e4\uace0 \uac00\uc815\ud569\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #e5e5e5; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create data frame\n<\/span>df &lt;- data. <span style=\"color: #3366ff;\">frame<\/span> (hours=c(1, 1, 1, 1, 2, 2, 2, 3, 3, 3, 4,\n                         4, 5, 5, 5, 6, 6, 7, 7, 8),\n                 score=c(67, 68, 74, 70, 71, 75, 80, 70, 84, 72,\n                         88, 75, 95, 75, 99, 78, 99, 65, 96, 70))\n\n<span style=\"color: #008080;\">#view head of data frame\n<\/span>head(df)\n\n  hours score\n1 1 67\n2 1 68\n3 1 74\n4 1 70\n5 2 71\n6 2 75\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><a href=\"https:\/\/statorials.org\/ko\/r\u110b\u1174-lm-\u1112\u1161\u11b7\u1109\u116e\/\" target=\"_blank\" rel=\"noopener\">lm()<\/a> \ud568\uc218\ub97c \uc0ac\uc6a9\ud558\uc5ec <strong>\uc2dc\uac04\uc744<\/strong> \uc608\uce21 \ubcc0\uc218\ub85c \uc0ac\uc6a9\ud558\uace0 <strong>\uc810\uc218\ub97c<\/strong> \uc751\ub2f5 \ubcc0\uc218\ub85c \uc0ac\uc6a9\ud558\ub294 R\uc758 \ud68c\uadc0 \ubaa8\ub378\uc744 \ub9de\ucd9c \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #e5e5e5; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#fit regression model\n<\/span>fit &lt;- lm(score ~ hours, data=df)\n\n<span style=\"color: #008080;\">#view summary of model\n<\/span>summary(fit)\n\nCall:\nlm(formula = score ~ hours, data = df)\n\nResiduals:\n    Min 1Q Median 3Q Max \n-19,775 -5,298 -3,521 7,520 18,116 \n\nCoefficients:\n            Estimate Std. Error t value Pr(&gt;|t|)    \n(Intercept) 71.158 4.708 15.11 1.14e-11 ***\nhours 1.945 1.075 1.81 0.087 .  \n---\nSignificant. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1\n\nResidual standard error: 10.48 on 18 degrees of freedom\nMultiple R-squared: 0.154, Adjusted R-squared: 0.107 \nF-statistic: 3.278 on 1 and 18 DF, p-value: 0.08696<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\ud68c\uadc0 \ubaa8\ub378\uc5d0\uc11c \uc774\ubd84\uc0b0\uc131\uc774 \ubb38\uc81c\uc778\uc9c0 \uc2dc\uac01\uc801\uc73c\ub85c \ud655\uc778\ud558\ub294 \uac00\uc7a5 \uc26c\uc6b4 \ubc29\ubc95\uc740 \uc794\ucc28 \uadf8\ub9bc\uc744 \ub9cc\ub4dc\ub294 \uac83\uc785\ub2c8\ub2e4.<\/span> <\/p>\n<pre style=\"background-color: #e5e5e5; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create residual vs. fitted plot\n<\/span>plot(fitted(fit), reside(fit))\n\n<span style=\"color: #008080;\">#add a horizontal line at y=0 \n<\/span>abline(0,0)<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-31443 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/voler1.jpg\" alt=\"\" width=\"440\" height=\"403\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">x\ucd95\uc740 \ubc18\uc751\ubcc0\uc218\uc758 \uc801\ud569\uce58\ub97c \ub098\ud0c0\ub0b4\uace0, y\ucd95\uc740 \ud574\ub2f9 \uc794\ucc28\ub97c \ub098\ud0c0\ub0b8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uadf8\ub798\ud504\ub97c \ubcf4\uba74 \uc801\ud569\uce58\uac00 \uc99d\uac00\ud568\uc5d0 \ub530\ub77c \uc794\ucc28\uc758 \ubd84\uc0b0\uc774 \uc99d\uac00\ud558\ub294 \uac83\uc744 \ubcfc \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc774\ub294 \ud68c\uadc0 \ubaa8\ub378\uc5d0\uc11c \uc774\ubd84\uc0b0\uc131\uc774 \ubb38\uc81c\uac00 \ub420 \uac00\ub2a5\uc131\uc774 \ub192\uc73c\uba70 \ubaa8\ub378 \uc694\uc57d\uc758 \ud45c\uc900 \uc624\ub958\uac00 \uc2e0\ub8b0\ud560 \uc218 \uc5c6\uc74c\uc744 \ub098\ud0c0\ub0c5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uac15\ub825\ud55c \ud45c\uc900 \uc624\ub958\ub97c \uacc4\uc0b0\ud558\uae30 \uc704\ud574 \ub2e4\uc74c\uacfc \uac19\uc774 <strong>lmtest<\/strong> \ud328\ud0a4\uc9c0\uc758 <strong>coeftest()<\/strong> \ud568\uc218\uc640 <strong>\uc0cc\ub4dc\uc704\uce58<\/strong> \ud328\ud0a4\uc9c0\uc758 <strong>vcovHC()<\/strong> \ud568\uc218\ub97c \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #e5e5e5; font-size: 15px;\"> <strong><span style=\"color: #008000;\">library<\/span> (lmtest)\n<span style=\"color: #008000;\">library<\/span> (sandwich)\n\n<span style=\"color: #008080;\">#calculate robust standard errors for model coefficients\n<\/span>coeftest(fit, vcov = vcovHC(fit, type = ' <span style=\"color: #ff0000;\">HC0<\/span> '))\n\nt test of coefficients:\n\n            Estimate Std. Error t value Pr(&gt;|t|)    \n(Intercept) 71.1576 3.3072 21.5160 2.719e-14 ***\nhours 1.9454 1.2072 1.6115 0.1245    \n---\nSignificant. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><strong>\uc2dc\uac04<\/strong> \uc608\uce21 \ubcc0\uc218\uc5d0 \ub300\ud55c \ud45c\uc900 \uc624\ucc28\ub294 \uc774\uc804 \ubaa8\ub378 \uc694\uc57d\uc758 1.075\uc5d0\uc11c \uc774 \ubaa8\ub378 \uc694\uc57d\uc758 1.2072\ub85c \uc99d\uac00\ud588\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc6d0\ub798 \ud68c\uadc0 \ubaa8\ub378\uc5d0\ub294 \uc774\ubd84\uc0b0\uc131\uc774 \uc874\uc7ac\ud558\ubbc0\ub85c \uc774 \ud45c\uc900 \uc624\ub958 \ucd94\uc815\uce58\ub294 \ub354 \uc2e0\ub8b0\ud560 \uc218 \uc788\uc73c\uba70 <strong>\uc2dc\uac04<\/strong> \uc608\uce21 \ubcc0\uc218\uc5d0 \ub300\ud55c \uc2e0\ub8b0 \uad6c\uac04\uc744 \uacc4\uc0b0\ud560 \ub54c \uc0ac\uc6a9\ud574\uc57c \ud569\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>\ucc38\uace0<\/strong> : <strong>vcovHC()<\/strong> \ud568\uc218\uc5d0\uc11c \uacc4\uc0b0\ud558\ub294 \uac00\uc7a5 \uc77c\ubc18\uc801\uc778 \ucd94\uc815 \uc720\ud615\uc740 &#8216;HC0&#8217;\uc774\uc9c0\ub9cc <a href=\"https:\/\/www.rdocumentation.org\/packages\/sandwich\/versions\/3.0-2\/topics\/vcovHC\" target=\"_blank\" rel=\"noopener\">\ubb38\uc11c\ub97c<\/a> \ucc38\uc870\ud558\uc5ec \ub2e4\ub978 \uc720\ud615\uc758 \ucd94\uc815\uc744 \ucc3e\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>\ucd94\uac00 \ub9ac\uc18c\uc2a4<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 R\uc5d0\uc11c \ub2e4\ub978 \uc77c\ubc18\uc801\uc778 \uc791\uc5c5\uc744 \uc218\ud589\ud558\ub294 \ubc29\ubc95\uc744 \uc124\uba85\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/ko\/r\u110b\u1174-\u1112\u1174\u11ab\u1109\u1162\u11a8-\u1110\u1166\u1109\u1173\u1110\u1173\/\" target=\"_blank\" rel=\"noopener\">R\uc5d0\uc11c \uc774\ubd84\uc0b0\uc131\uc5d0 \ub300\ud55c White\uc758 \ud14c\uc2a4\ud2b8\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95<\/a><br \/> <a href=\"https:\/\/statorials.org\/ko\/r\u110b\u1174-\u1112\u116c\u1100\u1171-\u110e\u116e\u11af\u1105\u1167\u11a8-\u1112\u1162\u1109\u1165\u11a8\/\" target=\"_blank\" rel=\"noopener\">R\uc5d0\uc11c \uc120\ud615 \ud68c\uadc0 \ucd9c\ub825\uc744 \ud574\uc11d\ud558\ub294 \ubc29\ubc95<\/a><br \/> <a href=\"https:\/\/statorials.org\/ko\/\u110c\u1161\u11ab\u110b\u1167-\u110e\u116e\u110c\u1165\u11a8-r\/\" target=\"_blank\" rel=\"noopener\">R\uc5d0\uc11c \uc794\ucc28 \ud50c\ub86f\uc744 \ub9cc\ub4dc\ub294 \ubc29\ubc95<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\uc120\ud615 \ud68c\uadc0\uc758 \uac00\uc815 \uc911 \ud558\ub098\ub294 \ubaa8\ub378 \uc794\ucc28\uac00 \uc608\uce21 \ubcc0\uc218\uc758 \uac01 \uc218\uc900\uc5d0 \ub3d9\uc77c\ud558\uac8c \ubd84\uc0b0\ub418\uc5b4 \uc788\ub2e4\ub294 \uac83\uc785\ub2c8\ub2e4. \uc774 \uac00\uc815\uc774 \ucda9\uc871\ub418\uc9c0 \uc54a\uc73c\uba74 \ud68c\uadc0 \ubaa8\ub378\uc5d0 \uc774\ubd84\uc0b0\uc131\uc774 \uc874\uc7ac\ud55c\ub2e4\uace0 \ud569\ub2c8\ub2e4. \uc774\ub7f0 \uc77c\uc774 \ubc1c\uc0dd\ud558\uba74 \ubaa8\ub378 \ud68c\uadc0 \uacc4\uc218\uc758 \ud45c\uc900 \uc624\ub958\uac00 \uc2e0\ub8b0\ud560 \uc218 \uc5c6\uac8c \ub429\ub2c8\ub2e4. \uc774\ub97c \uc124\uba85\ud558\uae30 \uc704\ud574 \uc6b0\ub9ac\ub294 \uc774\ubd84\uc0b0\uc131\uc5d0 \ub300\ud574 &#8220;\uacac\uace0\ud558\uace0&#8221; \ud68c\uadc0 \uacc4\uc218\uc5d0 \ub300\ud55c \uc2e4\uc81c \ud45c\uc900 \uc624\ub958 \uac12\uc5d0 \ub300\ud55c \ub354 \ub098\uc740 \uc544\uc774\ub514\uc5b4\ub97c \uc81c\uacf5\ud560 [&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-3907","post","type-post","status-publish","format-standard","hentry","category-20"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - 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