{"id":1546,"date":"2023-07-25T22:42:57","date_gmt":"2023-07-25T22:42:57","guid":{"rendered":"https:\/\/statorials.org\/ko\/r%e1%84%8b%e1%85%a6-%e1%84%85%e1%85%a9%e1%84%8c%e1%85%b5%e1%84%89%e1%85%b3%e1%84%90%e1%85%b5%e1%86%a8-%e1%84%92%e1%85%ac%e1%84%80%e1%85%b1-%e1%84%91%e1%85%b3%e1%86%af%e1%84%85%e1%85%a9%e1%86%ba\/"},"modified":"2023-07-25T22:42:57","modified_gmt":"2023-07-25T22:42:57","slug":"r%e1%84%8b%e1%85%a6-%e1%84%85%e1%85%a9%e1%84%8c%e1%85%b5%e1%84%89%e1%85%b3%e1%84%90%e1%85%b5%e1%86%a8-%e1%84%92%e1%85%ac%e1%84%80%e1%85%b1-%e1%84%91%e1%85%b3%e1%86%af%e1%84%85%e1%85%a9%e1%86%ba","status":"publish","type":"post","link":"https:\/\/statorials.org\/ko\/r%e1%84%8b%e1%85%a6-%e1%84%85%e1%85%a9%e1%84%8c%e1%85%b5%e1%84%89%e1%85%b3%e1%84%90%e1%85%b5%e1%86%a8-%e1%84%92%e1%85%ac%e1%84%80%e1%85%b1-%e1%84%91%e1%85%b3%e1%86%af%e1%84%85%e1%85%a9%e1%86%ba\/","title":{"rendered":"R\uc5d0\uc11c \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0 \uace1\uc120\uc744 \uadf8\ub9ac\ub294 \ubc29\ubc95"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\uc885\uc885 R\uc5d0\uc11c \uc801\ud569\ud55c \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0 \ubaa8\ub378\uc758 \uace1\uc120\uc744 \ud50c\ub86f\ud558\uace0 \uc2f6\uc744 \uc218\ub3c4 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\ub2e4\ud589\ud788\ub3c4 \uc774 \uc791\uc5c5\uc740 \ub9e4\uc6b0 \uc26c\uc6b0\uba70 \uc774 \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 \uae30\ubcf8 R\uacfc ggplot2 \ubaa8\ub450\uc5d0\uc11c \uc774\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95\uc744 \uc124\uba85\ud569\ub2c8\ub2e4.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\uc608: R\uc744 \uae30\uc900\uc73c\ub85c \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0 \uace1\uc120 \uadf8\ub9ac\uae30<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \ucf54\ub4dc\ub294 R\uc5d0 \ub0b4\uc7a5\ub41c mtcars \ub370\uc774\ud130 \uc138\ud2b8\uc758 \ubcc0\uc218\ub97c \uc0ac\uc6a9\ud558\uc5ec \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0 \ubaa8\ub378\uc744 \ud53c\ud305\ud558\ub294 \ubc29\ubc95\uacfc \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0 \uace1\uc120\uc744 \uadf8\ub9ac\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 logistic regression model\n<\/span>model &lt;- glm(vs ~ hp, data=mtcars, family=binomial)\n\n<span style=\"color: #008080;\">#define new data frame that contains predictor variable\n<\/span>newdata &lt;- data. <span style=\"color: #3366ff;\">frame<\/span> (hp=seq(min(mtcars$hp), max(mtcars$hp),len= <span style=\"color: #008000;\">500<\/span> ))\n\n<span style=\"color: #008080;\">#use fitted model to predict values of vs\n<\/span>newdata$vs = predict(model, newdata, type=\" <span style=\"color: #008000;\">response<\/span> \")\n\n<span style=\"color: #008080;\">#plot logistic regression curve\n<\/span>plot(vs ~hp, data=mtcars, col=\" <span style=\"color: #008000;\">steelblue<\/span> \")\nlines(vs ~ hp, newdata, lwd= <span style=\"color: #008000;\">2<\/span> )\n<\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-15345\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/courbelogistique1.png\" alt=\"\uae30\ubcf8 R\uc758 \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0 \uace1\uc120\" width=\"453\" height=\"408\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">x\ucd95\uc740 \uc608\uce21 \ubcc0\uc218 <strong>hp<\/strong> \uc758 \uac12\uc744 \ud45c\uc2dc\ud558\uace0 y\ucd95\uc740 \uc751\ub2f5 \ubcc0\uc218 <strong>am<\/strong> \uc758 \uc608\uce21 \ud655\ub960\uc744 \ud45c\uc2dc\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc6b0\ub9ac\ub294 \uc608\uce21 \ubcc0\uc218 <strong>hp<\/strong> \uc758 \uac12\uc774 \ub192\uc744\uc218\ub85d \uc751\ub2f5 \ubcc0\uc218\uc758 \ud655\ub960\uc774 1 <strong>\uacfc<\/strong> \uac19\uc744 \ud655\ub960\uc774 \ub0ae\ub2e4\ub294 \uac83\uc744 \ubd84\uba85\ud788 \uc54c \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\uc608: ggplot2\uc5d0\uc11c \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0 \uace1\uc120 \uadf8\ub9ac\uae30<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \ucf54\ub4dc\ub294 \ub3d9\uc77c\ud55c \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0 \ubaa8\ub378\uc744 \ud53c\ud305\ud558\ub294 \ubc29\ubc95\uacfc <a href=\"https:\/\/ggplot2.tidyverse.org\/\" target=\"_blank\" rel=\"noopener\">ggplot2<\/a> \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ub77c\uc774\ube0c\ub7ec\ub9ac\ub97c \uc0ac\uc6a9\ud558\uc5ec \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0 \uace1\uc120\uc744 \uadf8\ub9ac\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;\"><span style=\"color: #000000;\"><span style=\"color: #993300;\">library<\/span> (ggplot2)<\/span><\/span>\n\n<span style=\"color: #008080;\">#plot logistic regression curve\n<\/span>ggplot(mtcars, <span style=\"color: #3366ff;\">aes<\/span> (x=hp, y=vs)) + \n  geom_point(alpha=.5) +\n  stat_smooth(method=\" <span style=\"color: #008000;\">glm<\/span> \", se=FALSE, method. <span style=\"color: #3366ff;\">args<\/span> = list(family=binomial))<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-15346 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/courbelogistique2.png\" alt=\"ggplot2\uc758 \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0 \uace1\uc120\" width=\"422\" height=\"421\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">\uc774\ub294 R \ubca0\uc774\uc2a4\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc774\uc804 \uc608\uc5d0\uc11c \uc0dd\uc131\ub41c \uace1\uc120\uacfc \uc815\ud655\ud788 \ub3d9\uc77c\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uace1\uc120\uc758 \uc2a4\ud0c0\uc77c\ub3c4 \uc790\uc720\ub86d\uac8c \ubcc0\uacbd\ud574 \ubcf4\uc138\uc694. \uc608\ub97c \ub4e4\uc5b4, \uace1\uc120\uc744 \ube68\uac04\uc0c9 \uc810\uc120\uc73c\ub85c \ubc14\uafc0 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\"><span style=\"color: #000000;\"><span style=\"color: #993300;\">library<\/span> (ggplot2)<\/span><\/span>\n\n<span style=\"color: #008080;\">#plot logistic regression curve\n<\/span>ggplot(mtcars, <span style=\"color: #3366ff;\">aes<\/span> (x=hp, y=vs)) + \n  geom_point(alpha=.5) +\n  stat_smooth(method=\" <span style=\"color: #008000;\">glm<\/span> \", se=FALSE, method. <span style=\"color: #3366ff;\">args<\/span> = list(family=binomial),\n              col=\" <span style=\"color: #008000;\">red<\/span> \", lty= <span style=\"color: #008000;\">2<\/span> )<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-15348 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/courbelogistique3.png\" alt=\"\" width=\"403\" height=\"407\" srcset=\"\" sizes=\"auto, \"><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\ucd94\uac00 \ub9ac\uc18c\uc2a4<\/strong><\/span><\/h3>\n<p> <a href=\"https:\/\/statorials.org\/ko\/\u1105\u1169\u110c\u1175\u1109\u1173\u1110\u1175\u11a8-\u1112\u116c\u1100\u1171-1\/\" target=\"_blank\" rel=\"noopener\">\ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0 \uc18c\uac1c<\/a><br \/> R\uc5d0\uc11c \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95(\ub2e8\uacc4\ubcc4)<br \/> <a href=\"https:\/\/statorials.org\/ko\/\u1105\u1169\u110c\u1175\u1109\u1173\u1110\u1175\u11a8-\u1112\u116c\u1100\u1171-\u1111\u1161\u110b\u1175\u110a\u1165\u11ab\/\" target=\"_blank\" rel=\"noopener\">Python\uc5d0\uc11c \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95(\ub2e8\uacc4\ubcc4)<\/a><br \/> <a href=\"https:\/\/statorials.org\/ko\/r\u110b\u1174-seq-\u1112\u1161\u11b7\u1109\u116e\/\" target=\"_blank\" rel=\"noopener\">R\uc5d0\uc11c seq \ud568\uc218\ub97c \uc0ac\uc6a9\ud558\ub294 \ubc29\ubc95<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\uc885\uc885 R\uc5d0\uc11c \uc801\ud569\ud55c \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0 \ubaa8\ub378\uc758 \uace1\uc120\uc744 \ud50c\ub86f\ud558\uace0 \uc2f6\uc744 \uc218\ub3c4 \uc788\uc2b5\ub2c8\ub2e4. \ub2e4\ud589\ud788\ub3c4 \uc774 \uc791\uc5c5\uc740 \ub9e4\uc6b0 \uc26c\uc6b0\uba70 \uc774 \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 \uae30\ubcf8 R\uacfc ggplot2 \ubaa8\ub450\uc5d0\uc11c \uc774\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95\uc744 \uc124\uba85\ud569\ub2c8\ub2e4. \uc608: R\uc744 \uae30\uc900\uc73c\ub85c \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0 \uace1\uc120 \uadf8\ub9ac\uae30 \ub2e4\uc74c \ucf54\ub4dc\ub294 R\uc5d0 \ub0b4\uc7a5\ub41c mtcars \ub370\uc774\ud130 \uc138\ud2b8\uc758 \ubcc0\uc218\ub97c \uc0ac\uc6a9\ud558\uc5ec \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0 \ubaa8\ub378\uc744 \ud53c\ud305\ud558\ub294 \ubc29\ubc95\uacfc \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0 \uace1\uc120\uc744 \uadf8\ub9ac\ub294 \ubc29\ubc95\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4. #fit logistic [&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-1546","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 \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0 \uace1\uc120\uc744 \uadf8\ub9ac\ub294 \ubc29\ubc95 - \ud1b5\uacc4<\/title>\n<meta name=\"description\" content=\"\uc774 \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 \uc608\uc81c\ub97c \ud3ec\ud568\ud558\uc5ec \uae30\ubcf8 R \ubc0f ggplot2\uc5d0\uc11c \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0 \uace1\uc120\uc744 \uadf8\ub9ac\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\" href=\"https:\/\/statorials.org\/ko\/r\u110b\u1166-\u1105\u1169\u110c\u1175\u1109\u1173\u1110\u1175\u11a8-\u1112\u116c\u1100\u1171-\u1111\u1173\u11af\u1105\u1169\u11ba\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"R\uc5d0\uc11c \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0 \uace1\uc120\uc744 \uadf8\ub9ac\ub294 \ubc29\ubc95 - \ud1b5\uacc4\" \/>\n<meta property=\"og:description\" content=\"\uc774 \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 \uc608\uc81c\ub97c \ud3ec\ud568\ud558\uc5ec \uae30\ubcf8 R \ubc0f ggplot2\uc5d0\uc11c \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0 \uace1\uc120\uc744 \uadf8\ub9ac\ub294 \ubc29\ubc95\uc744 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