{"id":1091,"date":"2023-07-27T16:50:26","date_gmt":"2023-07-27T16:50:26","guid":{"rendered":"https:\/\/statorials.org\/ko\/r%e1%84%8b%e1%85%a6-%e1%84%80%e1%85%a7%e1%86%af%e1%84%8e%e1%85%b3%e1%86%a8%e1%84%80%e1%85%a1%e1%86%b9-%e1%84%83%e1%85%a2%e1%84%8e%e1%85%b5\/"},"modified":"2023-07-27T16:50:26","modified_gmt":"2023-07-27T16:50:26","slug":"r%e1%84%8b%e1%85%a6-%e1%84%80%e1%85%a7%e1%86%af%e1%84%8e%e1%85%b3%e1%86%a8%e1%84%80%e1%85%a1%e1%86%b9-%e1%84%83%e1%85%a2%e1%84%8e%e1%85%b5","status":"publish","type":"post","link":"https:\/\/statorials.org\/ko\/r%e1%84%8b%e1%85%a6-%e1%84%80%e1%85%a7%e1%86%af%e1%84%8e%e1%85%b3%e1%86%a8%e1%84%80%e1%85%a1%e1%86%b9-%e1%84%83%e1%85%a2%e1%84%8e%e1%85%b5\/","title":{"rendered":"R\uc5d0\uc11c \ub204\ub77d\ub41c \uac12\uc744 \ub300\uce58\ud558\ub294 \ubc29\ubc95(\uc608\uc81c \ud3ec\ud568)"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\uc885\uc885 R\uc758 \ub370\uc774\ud130 \ud504\ub808\uc784 \uc5f4\uc5d0\uc11c \ub204\ub77d\ub41c \uac12\uc744 \ud574\ub2f9 \ud2b9\uc815 \uc5f4\uc758 \ud3c9\uade0 \ub610\ub294 \uc911\uc559\uac12\uc73c\ub85c \ubc14\uafb8\uace0 \uc2f6\uc744 \uc218\ub3c4 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\ub2e8\uc77c \uc5f4\uc758 \ub204\ub77d\ub41c \uac12\uc744 \ubc14\uafb8\ub824\uba74 \ub2e4\uc74c \uad6c\ubb38\uc744 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>df$col[ <span style=\"color: #3366ff;\">is.na<\/span> (df$col)] &lt;- mean(df$col, <span style=\"color: #3366ff;\">na.rm<\/span> = <span style=\"color: #008000;\">TRUE<\/span> )\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\uc5ec\ub7ec \uc5f4\uc758 \ub204\ub77d\ub41c \uac12\uc744 \ubc14\uafb8\ub824\uba74 \ub2e4\uc74c \uad6c\ubb38\uc744 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>for(i in 1: <span style=\"color: #3366ff;\">ncol<\/span> (df)) {\n  df[ , i][ <span style=\"color: #3366ff;\">is.na<\/span> (df[ , i])] &lt;- mean(df[ , i], <span style=\"color: #3366ff;\">na.rm<\/span> = <span style=\"color: #008000;\">TRUE<\/span> )\n}\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\uc774 \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 \uc2e4\uc81c\ub85c \uc774\ub7ec\ud55c \uae30\ub2a5\uc744 \uc0ac\uc6a9\ud558\ub294 \ubc29\ubc95\uc744 \uc815\ud655\ud558\uac8c \uc124\uba85\ud569\ub2c8\ub2e4.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\uc608\uc2dc 1: \ub204\ub77d\ub41c \uac12\uc744 \uc5f4 \ud3c9\uade0\uc73c\ub85c \ubc14\uafb8\uae30<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \ucf54\ub4dc\ub294 \ub370\uc774\ud130 \ud504\ub808\uc784\uc758 \uccab \ubc88\uc9f8 \uc5f4\uc5d0\uc11c \ub204\ub77d\ub41c \uac12\uc744 \uccab \ubc88\uc9f8 \uc5f4\uc758 \ud3c9\uade0\uac12\uc73c\ub85c \ubc14\uafb8\ub294 \ubc29\ubc95\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create data frame<\/span>\ndf &lt;- data.frame(var1=c(1, NA, NA, 4, 5),\n                 var2=c(7, 7, 8, 3, 2),\n                 var3=c(3, 3, 6, 6, 8),\n                 var4=c(1, 1, 2, 8, 9))\n\n<span style=\"color: #008080;\">#replace missing values in first column with mean of first column<\/span>\ndf$var1[ <span style=\"color: #3366ff;\">is.na<\/span> (df$var1)] &lt;- mean(df$var1, <span style=\"color: #3366ff;\">na.rm<\/span> = <span style=\"color: #008000;\">TRUE<\/span> )\n\n<span style=\"color: #008080;\">#view data frame with missing values replaced<\/span>\ndf\n\n      var1 var2 var3 var4\n1 1.000000 7 3 1\n2 3.333333 7 3 1\n3 3.333333 8 6 2\n4 4.000000 3 6 8\n5 5.000000 2 8 9\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\uccab \ubc88\uc9f8 \uc5f4\uc758 \ud3c9\uade0\uac12\uc740 <strong>3.333<\/strong> \uc774\ubbc0\ub85c \uccab \ubc88\uc9f8 \uc5f4\uc758 \uacb0\uce21\uac12\uc740 <strong>3.333<\/strong> \uc73c\ub85c \ub300\uccb4\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \ucf54\ub4dc\ub294 \uac01 \uc5f4\uc758 \ub204\ub77d\ub41c \uac12\uc744 \ud574\ub2f9 \uc5f4\uc758 \ud3c9\uade0\uc73c\ub85c \ubc14\uafb8\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;\">#create data frame<\/span>\ndf &lt;- data.frame(var1=c(1, NA, NA, 4, 5),\n                 var2=c(7, 7, 8, NA, 2),\n                 var3=c(NA, 3, 6, NA, 8),\n                 var4=c(1, 1, 2, 8, 9))\n\n<span style=\"color: #008080;\">#replace missing values in each column with column means<\/span>\nfor(i in 1: <span style=\"color: #3366ff;\">ncol<\/span> (df)) {\n  df[ , i][ <span style=\"color: #3366ff;\">is.na<\/span> (df[ , i])] &lt;- mean(df[ , i], <span style=\"color: #3366ff;\">na.rm<\/span> = <span style=\"color: #008000;\">TRUE<\/span> )\n}\n\n<span style=\"color: #008080;\">#view data frame with missing values replaced<\/span>\ndf\n\n      var1 var2 var3 var4\n1 1.000000 7 5.666667 1\n2 3.333333 7 3.000000 1\n3 3.333333 8 6.000000 2\n4 4.000000 6 5.666667 8\n5 5.000000 2 8.000000 9<\/strong><\/pre>\n<h3> <span style=\"color: #000000;\"><strong>\uc608\uc2dc 2: \ub204\ub77d\ub41c \uac12\uc744 \uc5f4 \uc911\uc559\uac12\uc73c\ub85c \ub300\uccb4<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \ucf54\ub4dc\ub294 \ub370\uc774\ud130 \ud504\ub808\uc784\uc758 \uccab \ubc88\uc9f8 \uc5f4\uc5d0\uc11c \ub204\ub77d\ub41c \uac12\uc744 \uccab \ubc88\uc9f8 \uc5f4\uc758 \uc911\uc559\uac12\uc73c\ub85c \ubc14\uafb8\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;\">#create data frame<\/span>\ndf &lt;- data.frame(var1=c(1, NA, NA, 4, 5),\n                 var2=c(7, 7, 8, NA, 2),\n                 var3=c(NA, 3, 6, NA, 8),\n                 var4=c(1, 1, 2, 8, 9))\n\n<span style=\"color: #008080;\">#replace missing values in first column with median of first column<\/span>\ndf$var1[ <span style=\"color: #3366ff;\">is.na<\/span> (df$var1)] &lt;- median(df$var1, <span style=\"color: #3366ff;\">na.rm<\/span> = <span style=\"color: #008000;\">TRUE<\/span> )\n\n<span style=\"color: #008080;\">#view data frame with missing values replaced<\/span>\ndf\n\n  var1 var2 var3 var4\n1 1 7 NA 1\n2 4 7 3 1\n3 4 8 6 2\n4 4 NA NA 8\n5 5 2 8 9\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\uccab \ubc88\uc9f8 \uc5f4\uc758 \uc911\uc559\uac12\uc740 <strong>4<\/strong> \uc774\ubbc0\ub85c \uccab \ubc88\uc9f8 \uc5f4\uc758 \ub204\ub77d\ub41c \uac12\uc740 <strong>4<\/strong> \ub85c \ub300\uccb4\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \ucf54\ub4dc\ub294 \uac01 \uc5f4\uc758 \ub204\ub77d\ub41c \uac12\uc744 \ud574\ub2f9 \uc5f4\uc758 \uc911\uc559\uac12\uc73c\ub85c \ubc14\uafb8\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;\">#create data frame<\/span>\ndf &lt;- data.frame(var1=c(1, NA, NA, 4, 5),\n                 var2=c(7, 7, 8, NA, 2),\n                 var3=c(NA, 3, 6, NA, 8),\n                 var4=c(1, 1, 2, 8, 9))\n\n<span style=\"color: #008080;\">#replace missing values in each column with column medians<\/span>\nfor(i in 1: <span style=\"color: #3366ff;\">ncol<\/span> (df)) {\n  df[ , i][ <span style=\"color: #3366ff;\">is.na<\/span> (df[ , i])] &lt;- median(df[ , i], <span style=\"color: #3366ff;\">na.rm<\/span> = <span style=\"color: #008000;\">TRUE<\/span> )\n}\n\n<span style=\"color: #008080;\">#view data frame with missing values replaced<\/span>\ndf\n\n  var1 var2 var3 var4\n1 1 7 6 1\n2 4 7 3 1\n3 4 8 6 2\n4 4 7 6 8\n5 5 2 8 9<\/strong><\/pre>\n<h3> <span style=\"color: #000000;\"><strong>\ucd94\uac00 \ub9ac\uc18c\uc2a4<\/strong><\/span><\/h3>\n<p> <a href=\"https:\/\/statorials.org\/ko\/r-\u1105\u116e\u1111\u1173-\u1103\u1166\u110b\u1175\u1110\u1165-\u1111\u1173\u1105\u1166\u110b\u1175\u11b7-\u110b\u1167\u11af\/\" target=\"_blank\" rel=\"noopener noreferrer\">R\uc5d0\uc11c \uc5f4 \uc774\ub984\uc744 \ubc18\ubcf5\ud558\ub294 \ubc29\ubc95<\/a><br \/> <a href=\"https:\/\/statorials.org\/ko\/r\u110b\u1166-\u110b\u1175\u11bb\u1102\u1173\u11ab-\u110b\u1167\u1105\u1165-\u110b\u1167\u11af\u110b\u1174-\u1111\u1167\u11bc\u1100\u1172\u11ab\u110b\u1173\u11af-\u1100\u1168\u1109\u1161\u11ab\u1112\u1161\u11b8\u1102\u1175\u1103\u1161.\/\" target=\"_blank\" rel=\"noopener noreferrer\">R\uc5d0\uc11c \uc5ec\ub7ec \uc5f4\uc758 \ud3c9\uade0\uc744 \uacc4\uc0b0\ud558\ub294 \ubc29\ubc95<\/a><br \/> <a href=\"https:\/\/statorials.org\/ko\/r\u110b\u1166-\u1110\u1173\u11a8\u110c\u1165\u11bc-\u110b\u1167\u11af-\u110e\u116e\u1100\u1161\/\" target=\"_blank\" rel=\"noopener noreferrer\">R\uc758 \ud2b9\uc815 \uc5f4\uc744 \ud569\uc0b0\ud558\ub294 \ubc29\ubc95<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\uc885\uc885 R\uc758 \ub370\uc774\ud130 \ud504\ub808\uc784 \uc5f4\uc5d0\uc11c \ub204\ub77d\ub41c \uac12\uc744 \ud574\ub2f9 \ud2b9\uc815 \uc5f4\uc758 \ud3c9\uade0 \ub610\ub294 \uc911\uc559\uac12\uc73c\ub85c \ubc14\uafb8\uace0 \uc2f6\uc744 \uc218\ub3c4 \uc788\uc2b5\ub2c8\ub2e4. \ub2e8\uc77c \uc5f4\uc758 \ub204\ub77d\ub41c \uac12\uc744 \ubc14\uafb8\ub824\uba74 \ub2e4\uc74c \uad6c\ubb38\uc744 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. df$col[ is.na (df$col)] &lt;- mean(df$col, na.rm = TRUE ) \uc5ec\ub7ec \uc5f4\uc758 \ub204\ub77d\ub41c \uac12\uc744 \ubc14\uafb8\ub824\uba74 \ub2e4\uc74c \uad6c\ubb38\uc744 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. for(i in 1: ncol (df)) { df[ , i][ [&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-1091","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 \ub204\ub77d\ub41c \uac12\uc744 \ub300\uce58\ud558\ub294 \ubc29\ubc95(\uc608\uc81c \ud3ec\ud568) - \ud1b5\uacc4<\/title>\n<meta name=\"description\" content=\"\uc774 \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 \uba87 \uac00\uc9c0 \uc608\ub97c \ud1b5\ud574 R\uc5d0\uc11c \ub204\ub77d\ub41c \uac12\uc744 \ub300\uce58\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\" \/>\n<link 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