{"id":1450,"date":"2023-07-26T08:19:00","date_gmt":"2023-07-26T08:19:00","guid":{"rendered":"https:\/\/statorials.org\/ko\/r%e1%84%8b%e1%85%b4-%e1%84%83%e1%85%a2%e1%84%89%e1%85%ae-%e1%84%92%e1%85%ac%e1%84%80%e1%85%b1\/"},"modified":"2023-07-26T08:19:00","modified_gmt":"2023-07-26T08:19:00","slug":"r%e1%84%8b%e1%85%b4-%e1%84%83%e1%85%a2%e1%84%89%e1%85%ae-%e1%84%92%e1%85%ac%e1%84%80%e1%85%b1","status":"publish","type":"post","link":"https:\/\/statorials.org\/ko\/r%e1%84%8b%e1%85%b4-%e1%84%83%e1%85%a2%e1%84%89%e1%85%ae-%e1%84%92%e1%85%ac%e1%84%80%e1%85%b1\/","title":{"rendered":"R\uc758 \ub85c\uadf8 \ud68c\uadc0(\ub2e8\uacc4\ubcc4)"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><strong>\ub300\uc218 \ud68c\uadc0\ub294<\/strong> \ucc98\uc74c\uc5d0\ub294 \uc131\uc7a5\uc774\ub098 \uc1e0\ud1f4\uac00 \uae09\uaca9\ud558\uac8c \uac00\uc18d\ud654\ub418\ub2e4\uac00 \uc2dc\uac04\uc774 \uc9c0\ub0a8\uc5d0 \ub530\ub77c \ub290\ub824\uc9c0\ub294 \uc0c1\ud669\uc744 \ubaa8\ub378\ub9c1\ud558\ub294 \ub370 \uc0ac\uc6a9\ub418\ub294 \ud68c\uadc0 \uc720\ud615\uc785\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc608\ub97c \ub4e4\uc5b4, \ub2e4\uc74c \uadf8\ub798\ud504\ub294 \ub85c\uadf8 \ubd95\uad34\uc758 \uc608\ub97c \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-14289 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/expregexcel2.png\" alt=\"\" width=\"375\" height=\"284\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">\uc774\ub7ec\ud55c \uc720\ud615\uc758 \uc0c1\ud669\uc5d0\uc11c\ub294 \uc608\uce21 \ubcc0\uc218\uc640 \ubc18\uc751 \ubcc0\uc218 \uac04\uc758 \uad00\uacc4\uac00 \ub300\uc218 \ud68c\uadc0\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc798 \ubaa8\ub378\ub9c1\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\ub85c\uadf8 \ud68c\uadc0 \ubaa8\ub378\uc758 \ubc29\uc815\uc2dd\uc740 \ub2e4\uc74c \ud615\uc2dd\uc744 \ucde8\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>y = a + b*ln(x)<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\">\uae08:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>y:<\/strong> \uc751\ub2f5 \ubcc0\uc218<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>x:<\/strong> \uc608\uce21 \ubcc0\uc218<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>a, b:<\/strong> <em>x<\/em> \uc640 <em>y<\/em> \uc0ac\uc774\uc758 \uad00\uacc4\ub97c \uc124\uba85\ud558\ub294 \ud68c\uadc0 \uacc4\uc218<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \ub2e8\uacc4\ubcc4 \uc608\uc81c\uc5d0\uc11c\ub294 R\uc5d0\uc11c \ub85c\uadf8 \ud68c\uadc0\ub97c \uc218\ud589\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 \uc0dd\uc131<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\uba3c\uc800 <em>x<\/em> \uc640 <em>y<\/em> \ub77c\ub294 \ub450 \ubcc0\uc218\uc5d0 \ub300\ud55c \uac00\uc9dc \ub370\uc774\ud130\ub97c \ub9cc\ub4e4\uc5b4 \ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>x=1:15\n\ny=c(59, 50, 44, 38, 33, 28, 23, 20, 17, 15, 13, 12, 11, 10, 9.5)\n<\/strong><\/pre>\n<h3> <strong>2\ub2e8\uacc4: \ub370\uc774\ud130 \uc2dc\uac01\ud654<\/strong><\/h3>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c\uc73c\ub85c, <em>x<\/em> \uc640 <em>y<\/em> \uc0ac\uc774\uc758 \uad00\uacc4\ub97c \uc2dc\uac01\ud654\ud558\uae30 \uc704\ud55c \ube60\ub978 \uc0b0\uc810\ub3c4\ub97c \ub9cc\ub4e4\uc5b4 \ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>plot(x, y)<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-14369 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/logregr1.png\" alt=\"\" width=\"467\" height=\"426\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">\uadf8\ub798\ud504\ub97c \ubcf4\uba74 \ub450 \ubcc0\uc218 \uc0ac\uc774\uc5d0 \uba85\ud655\ud55c \ub85c\uadf8 \uac10\uc18c \ud328\ud134\uc774 \uc788\uc74c\uc744 \uc54c \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc751\ub2f5 \ubcc0\uc218 <em>y<\/em> \uc758 \uac12\uc740 \ucc98\uc74c\uc5d0\ub294 \uae09\uaca9\ud788 \uac10\uc18c\ud558\ub2e4\uac00 \uc2dc\uac04\uc774 \uc9c0\ub098\uba74\uc11c \ub290\ub824\uc9d1\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\ub530\ub77c\uc11c \ubcc0\uc218 \uac04\uc758 \uad00\uacc4\ub97c \uc124\uba85\ud558\uae30 \uc704\ud574 \ub85c\uadf8 \ud68c\uadc0 \ubc29\uc815\uc2dd\uc744 \ub9de\ucd94\ub294 \uac83\uc774 \ud604\uba85\ud55c \uac83 \uac19\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>3\ub2e8\uacc4: \ub85c\uadf8 \ud68c\uadc0 \ubaa8\ub378 \ud53c\ud305<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c\uc73c\ub85c, <strong>lm()<\/strong> \ud568\uc218\ub97c \uc0ac\uc6a9\ud558\uc5ec <em>x<\/em> \uc758 \uc790\uc5f0 \ub85c\uadf8\ub97c \uc608\uce21 \ubcc0\uc218\ub85c \uc0ac\uc6a9\ud558\uace0 <em>y\ub97c<\/em> \uc751\ub2f5 \ubcc0\uc218\ub85c \uc0ac\uc6a9\ud558\uc5ec \ub85c\uadf8 \ud68c\uadc0 \ubaa8\ub378\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#fit the model<\/span>\nmodel &lt;- lm(y ~ <span style=\"color: #3366ff;\">log<\/span> (x))<\/strong>\n<strong>\n<span style=\"color: #008080;\">#view the output of the model<\/span>\nsummary(model)\n\nCall:\nlm(formula = y ~ log(x))\n\nResiduals:\n   Min 1Q Median 3Q Max \n-4.069 -1.313 -0.260 1.127 3.122 \n\nCoefficients:\n            Estimate Std. Error t value Pr(&gt;|t|)    \n(Intercept) 63.0686 1.4090 44.76 1.25e-15 ***\nlog(x) -20.1987 0.7019 -28.78 3.70e-13 ***\n---\nSignificant. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1\n\nResidual standard error: 2.054 on 13 degrees of freedom\nMultiple R-squared: 0.9845, Adjusted R-squared: 0.9834 \nF-statistic: 828.2 on 1 and 13 DF, p-value: 3.702e-13<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\ubaa8\ub378\uc758 <a href=\"https:\/\/statorials.org\/ko\/\u1112\u116c\u1100\u1171-\u1107\u116e\u11ab\u1109\u1165\u11a8\u110b\u1174-\u110c\u1165\u11ab\u1107\u1161\u11ab\u110c\u1165\u11a8\u110b\u1175\u11ab-\u110c\u116e\u11bc\u110b\u116d\u1109\u1165\u11bc\u110b\u1166-\u1103\u1162\u1112\u1161\u11ab-f-\u1110\u1166\u1109\u1173\u1110\u1173\u1105\u1173\u11af-\u110b\u1175\u1112\u1162\u1112\u1161\u1100\u1175-\u110b\u1171\u1112\u1161\u11ab-\u1100\u1161\u11ab\u1103\u1161\u11ab\u1112\u1161\u11ab-\u1100\u1161\u110b\u1175\u1103\u1173\/\" target=\"_blank\" rel=\"noopener\">\uc804\uccb4 F-\uac12<\/a> \uc740 828.2\uc774\uace0 \ud574\ub2f9 p-\uac12\uc740 \ub9e4\uc6b0 \ub0ae\uc2b5\ub2c8\ub2e4(3.702e-13). \uc774\ub294 \ubaa8\ub378 \uc804\uccb4\uac00 \uc720\uc6a9\ud568\uc744 \ub098\ud0c0\ub0c5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\ucd9c\ub825 \ud14c\uc774\ube14\uc758 \uacc4\uc218\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc801\ud569\ud55c \ub85c\uadf8 \ud68c\uadc0 \ubc29\uc815\uc2dd\uc774 \ub2e4\uc74c\uacfc \uac19\ub2e4\ub294 \uac83\uc744 \uc54c \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>y = 63.0686 \u2013 20.1987 * ln(x)<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc774 \ubc29\uc815\uc2dd\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc608\uce21 \ubcc0\uc218 <em>x<\/em> \uac12\uc744 \uae30\ubc18\uc73c\ub85c \uc751\ub2f5 \ubcc0\uc218 <em>y<\/em> \ub97c \uc608\uce21\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, <em>x<\/em> = 12\uc774\uba74 <em>y\ub294<\/em> <strong>12.87\uc774<\/strong> \ub420 \uac83\uc774\ub77c\uace0 \uc608\uce21\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">y = 63.0686 \u2013 20.1987 * ln(12) = <strong>12.87<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>\ubcf4\ub108\uc2a4:<\/strong> \uc774 \uc628\ub77c\uc778 \ub85c\uadf8 \ud68c\uadc0 \uacc4\uc0b0\uae30\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc8fc\uc5b4\uc9c4 \uc608\uce21 \ubcc0\uc218 \ubc0f \uc751\ub2f5 \ubcc0\uc218\uc5d0 \ub300\ud55c \ub85c\uadf8 \ud68c\uadc0 \ubc29\uc815\uc2dd\uc744 \uc790\ub3d9\uc73c\ub85c \uacc4\uc0b0\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>4\ub2e8\uacc4: \ub85c\uadf8 \ud68c\uadc0 \ubaa8\ub378 \uc2dc\uac01\ud654<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\"><span style=\"color: #000000;\">\ub9c8\uc9c0\ub9c9\uc73c\ub85c \ub85c\uadf8 \ud68c\uadc0 \ubaa8\ub378\uc774 \ub370\uc774\ud130\uc5d0 \uc5bc\ub9c8\ub098 \uc798 \ub9de\ub294\uc9c0 \uc2dc\uac01\ud654\ud558\ub294 \ube60\ub978 \uadf8\ub798\ud504\ub97c \ub9cc\ub4e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#plot x vs. y<\/span>\nplot(x, y)\n\n<span style=\"color: #008080;\">#define x-values to use for regression line\n<\/span>x=seq(from= <span style=\"color: #008000;\">1<\/span> , to= <span style=\"color: #008000;\">15<\/span> , length. <span style=\"color: #3366ff;\">out<\/span> = <span style=\"color: #008000;\">1000<\/span> )\n\n<span style=\"color: #008080;\">#use the model to predict the y-values based on the x-values\n<\/span>y=predict(model,newdata=list(x=seq(from= <span style=\"color: #008000;\">1<\/span> ,to= <span style=\"color: #008000;\">15<\/span> ,length. <span style=\"color: #3366ff;\">out<\/span> = <span style=\"color: #008000;\">1000<\/span> )),\n          interval=\" <span style=\"color: #008000;\">confidence<\/span> \")\n\n<span style=\"color: #008080;\">#add the fitted regression line to the plot (lwd specifies the width of the line)\n<\/span>matlines(x,y, lwd= <span style=\"color: #008000;\">2<\/span> )\n<\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-14370 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/logregr2.png\" alt=\"R\uc758 \ub85c\uadf8 \ud68c\uadc0\" width=\"441\" height=\"389\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">\ub85c\uadf8 \ud68c\uadc0 \ubaa8\ub378\uc774 \uc774 \ud2b9\uc815 \ub370\uc774\ud130 \uc138\ud2b8\ub97c \uc798 \ub9de\ucd94\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\/2\u110e\u1161-\u1112\u116c\u1100\u1171-r\/\" target=\"_blank\" rel=\"noopener\">R\uc5d0\uc11c 2\ucc28 \ud68c\uadc0\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95<\/a><br \/> <a href=\"https:\/\/statorials.org\/ko\/r\u110b\u1174-\u110c\u1175\u1109\u116e-\u1112\u116c\u1100\u1171\/\" target=\"_blank\" rel=\"noopener\">R\uc5d0\uc11c \uc9c0\uc218 \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\/\" target=\"_blank\" rel=\"noopener\">R\uc5d0\uc11c \ub2e4\ud56d\uc2dd \ud68c\uadc0\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\ub300\uc218 \ud68c\uadc0\ub294 \ucc98\uc74c\uc5d0\ub294 \uc131\uc7a5\uc774\ub098 \uc1e0\ud1f4\uac00 \uae09\uaca9\ud558\uac8c \uac00\uc18d\ud654\ub418\ub2e4\uac00 \uc2dc\uac04\uc774 \uc9c0\ub0a8\uc5d0 \ub530\ub77c \ub290\ub824\uc9c0\ub294 \uc0c1\ud669\uc744 \ubaa8\ub378\ub9c1\ud558\ub294 \ub370 \uc0ac\uc6a9\ub418\ub294 \ud68c\uadc0 \uc720\ud615\uc785\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \ub2e4\uc74c \uadf8\ub798\ud504\ub294 \ub85c\uadf8 \ubd95\uad34\uc758 \uc608\ub97c \ubcf4\uc5ec\uc90d\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc720\ud615\uc758 \uc0c1\ud669\uc5d0\uc11c\ub294 \uc608\uce21 \ubcc0\uc218\uc640 \ubc18\uc751 \ubcc0\uc218 \uac04\uc758 \uad00\uacc4\uac00 \ub300\uc218 \ud68c\uadc0\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc798 \ubaa8\ub378\ub9c1\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub85c\uadf8 \ud68c\uadc0 \ubaa8\ub378\uc758 \ubc29\uc815\uc2dd\uc740 \ub2e4\uc74c \ud615\uc2dd\uc744 \ucde8\ud569\ub2c8\ub2e4. y = a + b*ln(x) \uae08: y: [&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-1450","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\uc758 \ub85c\uadf8 \ud68c\uadc0(\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 \ub85c\uadf8 \ud68c\uadc0\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, max-video-preview:-1\" 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