{"id":1461,"date":"2023-07-26T07:21:14","date_gmt":"2023-07-26T07:21:14","guid":{"rendered":"https:\/\/statorials.org\/ko\/r%e1%84%8b%e1%85%b4-%e1%84%8c%e1%85%a5%e1%86%a8%e1%84%92%e1%85%a1%e1%86%b8%e1%84%89%e1%85%a5%e1%86%bc-%e1%84%90%e1%85%a6%e1%84%89%e1%85%b3%e1%84%90%e1%85%b3-%e1%84%87%e1%85%ae%e1%84%8c%e1%85%a9\/"},"modified":"2023-07-26T07:21:14","modified_gmt":"2023-07-26T07:21:14","slug":"r%e1%84%8b%e1%85%b4-%e1%84%8c%e1%85%a5%e1%86%a8%e1%84%92%e1%85%a1%e1%86%b8%e1%84%89%e1%85%a5%e1%86%bc-%e1%84%90%e1%85%a6%e1%84%89%e1%85%b3%e1%84%90%e1%85%b3-%e1%84%87%e1%85%ae%e1%84%8c%e1%85%a9","status":"publish","type":"post","link":"https:\/\/statorials.org\/ko\/r%e1%84%8b%e1%85%b4-%e1%84%8c%e1%85%a5%e1%86%a8%e1%84%92%e1%85%a1%e1%86%b8%e1%84%89%e1%85%a5%e1%86%bc-%e1%84%90%e1%85%a6%e1%84%89%e1%85%b3%e1%84%90%e1%85%b3-%e1%84%87%e1%85%ae%e1%84%8c%e1%85%a9\/","title":{"rendered":"R\uc5d0\uc11c \uc801\ud569\uc131 \uacb0\uc5ec \ud14c\uc2a4\ud2b8\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95(\ub2e8\uacc4\ubcc4)"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><strong>\uc801\ud569\uc131 \uacb0\uc5ec \ud14c\uc2a4\ud2b8\ub294<\/strong> \uc804\uccb4 <a href=\"https:\/\/statorials.org\/ko\/\u1103\u1161\u110c\u116e\u11bc-\u1109\u1165\u11ab\u1112\u1167\u11bc-\u1112\u116c\u1100\u1171\/\" target=\"_blank\" rel=\"noopener\">\ud68c\uadc0 \ubaa8\ub378\uc774<\/a> \ubaa8\ub378\uc758 \ucd95\uc18c \ubc84\uc804\ubcf4\ub2e4 \ub370\uc774\ud130 \uc138\ud2b8\uc5d0 \ud6e8\uc52c \ub354 \ub098\uc740 \uc801\ud569\uc131\uc744 \uc81c\uacf5\ud558\ub294\uc9c0 \uc5ec\ubd80\ub97c \uacb0\uc815\ud558\ub294 \ub370 \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc608\ub97c \ub4e4\uc5b4, \ud2b9\uc815 \ub300\ud559\uc758 \ud559\uc0dd\ub4e4\uc758 <em>\uc2dc\ud5d8 \uc810\uc218\ub97c<\/em> \uc608\uce21\ud558\uae30 \uc704\ud574 <em>\uacf5\ubd80\ud55c \uc2dc\uac04\uc744<\/em> \uc0ac\uc6a9\ud55c\ub2e4\uace0 \uac00\uc815\ud574 \ubcf4\uaca0\uc2b5\ub2c8\ub2e4. \ub2e4\uc74c \ub450 \uac00\uc9c0 \ud68c\uadc0 \ubaa8\ub378\uc744 \uc801\uc6a9\ud558\uae30\ub85c \uacb0\uc815\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>\uc804\uccb4 \ubaa8\ub378:<\/strong> \uc810\uc218 = \u03b2 <sub>0<\/sub> + B <sub>1<\/sub> (\uc2dc\uac04) + B <sub>2<\/sub> (\uc2dc\uac04) <sup>2<\/sup><\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>\ucd95\uc18c \ubaa8\ub378:<\/strong> \uc810\uc218 = \u03b2 <sub>0<\/sub> + B <sub>1<\/sub> (\uc2dc\uac04)<\/span><\/p>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \ub2e8\uacc4\ubcc4 \uc608\uc5d0\uc11c\ub294 R\uc5d0\uc11c \uc801\ud569\uc131 \ubd80\uc871 \ud14c\uc2a4\ud2b8\ub97c \uc218\ud589\ud558\uc5ec \uc804\uccb4 \ubaa8\ub378\uc774 \ucd95\uc18c\ub41c \ubaa8\ub378\ubcf4\ub2e4 \ud6e8\uc52c \ub354 \ub098\uc740 \uc801\ud569\uc131\uc744 \uc81c\uacf5\ud558\ub294\uc9c0 \ud655\uc778\ud558\ub294 \ubc29\ubc95\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>1\ub2e8\uacc4: \ub370\uc774\ud130\uc138\ud2b8 \uc0dd\uc131 \ubc0f \uc2dc\uac01\ud654<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\uba3c\uc800 \ub2e4\uc74c \ucf54\ub4dc\ub97c \uc0ac\uc6a9\ud558\uc5ec \ud559\uc0dd 50\uba85\uc758 \uacf5\ubd80 \uc2dc\uac04\uacfc \ud68d\ub4dd\ud55c \uc2dc\ud5d8 \uc810\uc218\uac00 \ud3ec\ud568\ub41c \ub370\uc774\ud130 \uc138\ud2b8\ub97c \ub9cc\ub4ed\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#make this example reproducible\n<\/span>set. <span style=\"color: #3366ff;\">seeds<\/span> (1)\n\n<span style=\"color: #008080;\">#create dataset\n<\/span>df &lt;- data. <span style=\"color: #3366ff;\">frame<\/span> (hours = <span style=\"color: #3366ff;\">runif<\/span> (50, 5, 15), score=50)\ndf$score = df$score + df$hours^3\/150 + df$hours* <span style=\"color: #3366ff;\">runif<\/span> (50, 1, 2)\n\n<span style=\"color: #008080;\">#view first six rows of data\n<\/span>head(df)\n\n      hours score\n1 7.655087 64.30191\n2 8.721239 70.65430\n3 10.728534 73.66114\n4 14.082078 86.14630\n5 7.016819 59.81595\n6 13.983897 83.60510<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c\uc73c\ub85c, \uc2dc\uac04\uacfc \uc810\uc218 \uc0ac\uc774\uc758 \uad00\uacc4\ub97c \uc2dc\uac01\ud654\ud558\uae30 \uc704\ud574 \uc0b0\uc810\ub3c4\ub97c \ub9cc\ub4ed\ub2c8\ub2e4.<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#load ggplot2 visualization package\n<\/span><span style=\"color: #993300;\">library<\/span> (ggplot2)\n\n<span style=\"color: #008080;\">#create scatterplot\n<\/span>ggplot(df, <span style=\"color: #3366ff;\">aes<\/span> (x=hours, y=score)) +\n  geom_point()<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-14476 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/manquefit1.png\" alt=\"\" width=\"428\" height=\"426\" srcset=\"\" sizes=\"auto, \"><\/p>\n<h3> <span style=\"color: #000000;\"><strong>2\ub2e8\uacc4: \uc11c\ub85c \ub2e4\ub978 \ub450 \ubaa8\ub378\uc744 \ub370\uc774\ud130 \uc138\ud2b8\uc5d0 \ub9de\ucd94\uae30<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c\uc73c\ub85c \ub370\uc774\ud130 \uc138\ud2b8\uc5d0 \ub450 \uac00\uc9c0 \ub2e4\ub978 \ud68c\uadc0 \ubaa8\ub378\uc744 \uc801\uc6a9\ud558\uaca0\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#fit full model\n<\/span><span style=\"color: #993300;\"><span style=\"color: #000000;\">full &lt;- lm(score ~ <span style=\"color: #3366ff;\">poly<\/span> (hours,2), data=df)\n<\/span>\n<span style=\"color: #008080;\">#fit reduced model\n<span style=\"color: #000000;\">reduced &lt;- lm(score ~ hours, data=df)<\/span><\/span>\n<\/span><\/strong><\/pre>\n<h3> <span style=\"color: #000000;\"><strong>3\ub2e8\uacc4: \uc801\ud569\uc131 \ubd80\uc871 \ud14c\uc2a4\ud2b8 \uc218\ud589<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c\uc73c\ub85c <strong>anova()<\/strong> \uba85\ub839\uc744 \uc0ac\uc6a9\ud558\uc5ec \ub450 \ubaa8\ub378 \uac04\uc758 \uc801\ud569\uc131 \ubd80\uc871 \ud14c\uc2a4\ud2b8\ub97c \uc218\ud589\ud569\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#lack of fit test\n<\/span>anova(full, reduced)\n\nAnalysis of Variance Table\n\nModel 1: score ~ poly(hours, 2)\nModel 2: score ~ hours\n  Res.Df RSS Df Sum of Sq F Pr(&gt;F)   \n1 47 368.48                                \n2 48 451.22 -1 -82.744 10.554 0.002144 **\n---\nSignificant. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">F \uac80\uc815 \ud1b5\uacc4\ub7c9\uc740 <strong>10.554<\/strong> \uc774\uace0 \ud574\ub2f9 p-\uac12\uc740 <strong>0.002144<\/strong> \uc785\ub2c8\ub2e4. \uc774 p-\uac12\uc774 0.05\ubcf4\ub2e4 \uc791\uae30 \ub54c\ubb38\uc5d0 \uac80\uc815\uc758 \uadc0\ubb34 \uac00\uc124\uc744 \uae30\uac01\ud558\uace0 \uc804\uccb4 \ubaa8\ub378\uc774 \ucd95\uc18c \ubaa8\ub378\ubcf4\ub2e4 \ud1b5\uacc4\uc801\uc73c\ub85c \uc720\uc758\ud558\uac8c \ub354 \ub098\uc740 \uc801\ud569\uc131\uc744 \uc81c\uacf5\ud55c\ub2e4\ub294 \uacb0\ub860\uc744 \ub0b4\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>4\ub2e8\uacc4: \ucd5c\uc885 \ubaa8\ub378 \uc2dc\uac01\ud654<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\ub9c8\uc9c0\ub9c9\uc73c\ub85c \uc6d0\ubcf8 \ub370\uc774\ud130 \uc138\ud2b8\uc5d0 \ub300\ud574 \ucd5c\uc885 \ubaa8\ub378(\uc804\uccb4 \ubaa8\ub378)\uc744 \uc2dc\uac01\ud654\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong>ggplot(df, <span style=\"color: #3366ff;\">aes<\/span> (x=hours, y=score)) + \n          geom_point() +\n          stat_smooth(method=' <span style=\"color: #008000;\">lm<\/span> ', formula = y ~ <span style=\"color: #3366ff;\">poly<\/span> (x,2), size = 1) + \n          xlab(' <span style=\"color: #008000;\">Hours Studied<\/span> ') +\n          ylab(' <span style=\"color: #008000;\">Score<\/span> ')<\/strong><\/span> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-14478 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/manquefit2.png\" alt=\"R\uc758 \uc801\ud569\uc131 \ubd80\uc871 \uc2dc\uac01\ud654\" width=\"436\" height=\"444\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">\ubaa8\ub378 \uace1\uc120\uc774 \ub370\uc774\ud130\uc640 \ub9e4\uc6b0 \uc798 \ub9de\ub294 \uac83\uc744 \ubcfc \uc218 \uc788\uc2b5\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\/r\u110b\u1174-\u1103\u1161\u11ab\u1109\u116e\u11ab-\u1109\u1165\u11ab\u1112\u1167\u11bc-\u1112\u116c\u1100\u1171\/\" target=\"_blank\" rel=\"noopener\">R\uc5d0\uc11c \ub2e8\uc21c \uc120\ud615 \ud68c\uadc0\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95<\/a><br \/> <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\">R\uc5d0\uc11c \ub2e4\uc911 \uc120\ud615 \ud68c\uadc0\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95<\/a><br \/> <a href=\"https:\/\/statorials.org\/ko\/\u1103\u1161\u1112\u1161\u11bc\u1109\u1175\u11a8-\u1112\u116c\u1100\u1171-r\/\">R\uc5d0\uc11c \ub2e4\ud56d\uc2dd \ud68c\uadc0\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\uc801\ud569\uc131 \uacb0\uc5ec \ud14c\uc2a4\ud2b8\ub294 \uc804\uccb4 \ud68c\uadc0 \ubaa8\ub378\uc774 \ubaa8\ub378\uc758 \ucd95\uc18c \ubc84\uc804\ubcf4\ub2e4 \ub370\uc774\ud130 \uc138\ud2b8\uc5d0 \ud6e8\uc52c \ub354 \ub098\uc740 \uc801\ud569\uc131\uc744 \uc81c\uacf5\ud558\ub294\uc9c0 \uc5ec\ubd80\ub97c \uacb0\uc815\ud558\ub294 \ub370 \uc0ac\uc6a9\ub429\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \ud2b9\uc815 \ub300\ud559\uc758 \ud559\uc0dd\ub4e4\uc758 \uc2dc\ud5d8 \uc810\uc218\ub97c \uc608\uce21\ud558\uae30 \uc704\ud574 \uacf5\ubd80\ud55c \uc2dc\uac04\uc744 \uc0ac\uc6a9\ud55c\ub2e4\uace0 \uac00\uc815\ud574 \ubcf4\uaca0\uc2b5\ub2c8\ub2e4. \ub2e4\uc74c \ub450 \uac00\uc9c0 \ud68c\uadc0 \ubaa8\ub378\uc744 \uc801\uc6a9\ud558\uae30\ub85c \uacb0\uc815\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc804\uccb4 \ubaa8\ub378: \uc810\uc218 = \u03b2 0 + B 1 (\uc2dc\uac04) + B [&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-1461","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 \uc801\ud569\uc131 \uacb0\uc5ec \ud14c\uc2a4\ud2b8\ub97c \uc218\ud589\ud558\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 \uc801\ud569\ud558\uc9c0 \uc54a\uc740 \ud14c\uc2a4\ud2b8\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95\uc744 \uc124\uba85\ud569\ub2c8\ub2e4.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, 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