{"id":3213,"date":"2023-07-18T15:39:28","date_gmt":"2023-07-18T15:39:28","guid":{"rendered":"https:\/\/statorials.org\/ko\/r%e1%84%8b%e1%85%b4-%e1%84%80%e1%85%b5%e1%84%89%e1%85%ae%e1%86%af%e1%84%90%e1%85%a9%e1%86%bc%e1%84%80%e1%85%a8\/"},"modified":"2023-07-18T15:39:28","modified_gmt":"2023-07-18T15:39:28","slug":"r%e1%84%8b%e1%85%b4-%e1%84%80%e1%85%b5%e1%84%89%e1%85%ae%e1%86%af%e1%84%90%e1%85%a9%e1%86%bc%e1%84%80%e1%85%a8","status":"publish","type":"post","link":"https:\/\/statorials.org\/ko\/r%e1%84%8b%e1%85%b4-%e1%84%80%e1%85%b5%e1%84%89%e1%85%ae%e1%86%af%e1%84%90%e1%85%a9%e1%86%bc%e1%84%80%e1%85%a8\/","title":{"rendered":"R\uc5d0\uc11c \uae30\uc220 \ud1b5\uacc4\ub97c \uacc4\uc0b0\ud558\ub294 \ubc29\ubc95(\uc608\uc81c \ud3ec\ud568)"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><strong>\uae30\uc220 \ud1b5\uacc4\ub294<\/strong> \ub370\uc774\ud130 \uc9d1\ud569\uc744 \uc124\uba85\ud558\ub294 \uac12\uc785\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc774\ub294 \ub370\uc774\ud130 \uc138\ud2b8\uc758 <a href=\"https:\/\/statorials.org\/ko\/\u110c\u116e\u11bc\u1109\u1175\u11b7-\u1100\u1167\u11bc\u1112\u1163\u11bc\u110b\u1173\u11af-\u110e\u1173\u11a8\u110c\u1165\u11bc\/\" target=\"_blank\" rel=\"noopener\">\uc911\uc2ec\uc774<\/a> \uc5b4\ub514\uc5d0 \uc788\ub294\uc9c0, \ub370\uc774\ud130 \uc138\ud2b8 \ub0b4 \uac12\uc758 \ubd84\ud3ec\ub97c \uc774\ud574\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">R\uc5d0\ub294 \uae30\uc220 \ud1b5\uacc4\ub97c \uacc4\uc0b0\ud558\ub294 \ub370 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \ub450 \uac00\uc9c0 \ud568\uc218\uac00 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>\ubc29\ubc95 1: summary() \ud568\uc218 \uc0ac\uc6a9<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>summary(my_data)<\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><strong>summary()<\/strong> \ud568\uc218\ub294 R\uc758 \ub370\uc774\ud130 \ud504\ub808\uc784\uc5d0 \uc788\ub294 \uac01 \ubcc0\uc218\uc5d0 \ub300\ud574 \ub2e4\uc74c \uac12\uc744 \uacc4\uc0b0\ud569\ub2c8\ub2e4.<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><span style=\"color: #000000;\">\ucd5c\uc800\ud55c\uc758<\/span><\/span><\/li>\n<li> <span style=\"color: #000000;\">1\uc0ac\ubd84\uc704\uc218<\/span><\/li>\n<li> <span style=\"color: #000000;\">\uc911\uc559\uac12<\/span><\/li>\n<li> <span style=\"color: #000000;\">\ud3c9\uade0<\/span><\/li>\n<li> <span style=\"color: #000000;\">3\ubd84\uc704\uc218<\/span><\/li>\n<li> <span style=\"color: #000000;\">\ucd5c\uace0<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\"><strong><span style=\"color: #000000;\">\ubc29\ubc95 2: sapply() \ud568\uc218 \uc0ac\uc6a9<\/span><\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>sapply(my_data, sd, na. <span style=\"color: #3366ff;\">rm<\/span> = <span style=\"color: #008000;\">TRUE<\/span> )\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><strong>sapply()<\/strong> \ud568\uc218\ub294 \ub370\uc774\ud130 \ud504\ub808\uc784\uc758 \uac01 \ubcc0\uc218\uc5d0 \ub300\ud574 <strong>summary()<\/strong> \ud568\uc218\ub85c \uacc4\uc0b0\ud55c \uac83 \uc774\uc678\uc758 \uae30\uc220 \ud1b5\uacc4\ub97c \uacc4\uc0b0\ud558\ub294 \ub370 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc608\ub97c \ub4e4\uc5b4, \uc704\uc758 <strong>sapply()<\/strong> \ud568\uc218\ub294 \ub370\uc774\ud130 \ud504\ub808\uc784\uc5d0 \uc788\ub294 \uac01 \ubcc0\uc218\uc758 \ud45c\uc900 \ud3b8\ucc28\ub97c \uacc4\uc0b0\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \uc608\uc5d0\uc11c\ub294 \uc774 \ub450 \ud568\uc218\ub97c \uc0ac\uc6a9\ud558\uc5ec R\uc758 \ub370\uc774\ud130 \ud504\ub808\uc784\uc5d0 \uc788\ub294 \ubcc0\uc218\uc5d0 \ub300\ud55c \uae30\uc220 \ud1b5\uacc4\ub97c \uacc4\uc0b0\ud558\ub294 \ubc29\ubc95\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>\uc608: R\uc5d0\uc11c \uae30\uc220 \ud1b5\uacc4 \uacc4\uc0b0<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">R\uc5d0 \uc138 \uac1c\uc758 \ubcc0\uc218\ub97c \ud3ec\ud568\ud558\ub294 \ub2e4\uc74c \ub370\uc774\ud130 \ud504\ub808\uc784\uc774 \uc788\ub2e4\uace0 \uac00\uc815\ud569\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create data frame\n<\/span>df &lt;- data. <span style=\"color: #3366ff;\">frame<\/span> (x=c(1, 4, 4, 5, 6, 7, 10, 12),\n                 y=c(2, 2, 3, 3, 4, 5, 11, 11),\n                 z=c(8, 9, 9, 9, 10, 13, 15, 17))\n\n<span style=\"color: #008080;\">#view data frame\n<\/span>df\n\n   X Y Z\n1 1 2 8\n2 4 2 9\n3 4 3 9\n4 5 3 9\n5 6 4 10\n6 7 5 13\n7 10 11 15\n8 12 11 17<\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><strong>summary()<\/strong> \ud568\uc218\ub97c \uc0ac\uc6a9\ud558\uc5ec \uac01 \ubcc0\uc218\uc5d0 \ub300\ud55c \ub2e4\uc591\ud55c \uae30\uc220 \ud1b5\uacc4\ub97c \uacc4\uc0b0\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#calculate descriptive statistics for each variable<\/span>\nsummary(df)\n\n       xyz Min. : 1,000 Min. : 2,000 Min. : 8.00  \n 1st Qu.: 4,000 1st Qu.: 2,750 1st Qu.: 9.00  \n Median: 5,500 Median: 3,500 Median: 9.50  \n Mean: 6.125 Mean: 5.125 Mean: 11.25  \n 3rd Qu.: 7,750 3rd Qu.: 6,500 3rd Qu.: 13.50  \n Max. :12,000 Max. :11,000 Max. :17.00<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\ub610\ud55c \uad04\ud638\ub97c \uc0ac\uc6a9\ud558\uc5ec \ub370\uc774\ud130 \ud504\ub808\uc784\uc758 \ud2b9\uc815 \ubcc0\uc218\uc5d0 \ub300\ud55c \uae30\uc220 \ud1b5\uacc4\ub9cc \uacc4\uc0b0\ud560 \uc218\ub3c4 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#calculate descriptive statistics for 'x' and 'z' only<\/span>\nsummary(df[, c(' <span style=\"color: #ff0000;\">x<\/span> ', ' <span style=\"color: #ff0000;\">z<\/span> ')])\n\n       xz Min. : 1,000 Min. : 8.00  \n 1st Qu.: 4.000 1st Qu.: 9.00  \n Median: 5.500 Median: 9.50  \n Mean: 6.125 Mean: 11.25  \n 3rd Qu.: 7.750 3rd Qu.: 13.50  \n Max. :12,000 Max. :17.00 \n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\ub610\ud55c <strong>sapply()<\/strong> \ud568\uc218\ub97c \uc0ac\uc6a9\ud558\uc5ec \uac01 \ubcc0\uc218\uc5d0 \ub300\ud55c \ud2b9\uc815 \uae30\uc220 \ud1b5\uacc4\ub97c \uacc4\uc0b0\ud560 \uc218\ub3c4 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc608\ub97c \ub4e4\uc5b4, \ub2e4\uc74c \ucf54\ub4dc\ub294 \uac01 \ubcc0\uc218\uc758 \ud45c\uc900 \ud3b8\ucc28\ub97c \uacc4\uc0b0\ud558\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;\">#calculate standard deviation for each variable<\/span>\nsapply(df, sd, na. <span style=\"color: #3366ff;\">rm<\/span> = <span style=\"color: #008000;\">TRUE<\/span> )\n\n       X Y Z\n3.522884 3.758324 3.327376<\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><span style=\"color: #000000;\">\uae30\uc220 \ud1b5\uacc4\ub97c \uacc4\uc0b0\ud558\uae30 \uc704\ud574 <strong>sapply(<\/strong> <strong>)\uc758 function()\uc744<\/strong> \uc0ac\uc6a9\ud560 \uc218\ub3c4 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc608\ub97c \ub4e4\uc5b4, \ub2e4\uc74c \ucf54\ub4dc\ub294 \uac01 \ubcc0\uc218\uc758 <a href=\"https:\/\/statorials.org\/ko\/r\u110b\u1174-\u1112\u1162\u1107\u1167\u11ab\/\" target=\"_blank\" rel=\"noopener\">\ubc94\uc704\ub97c<\/a> \uacc4\uc0b0\ud558\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;\">#calculate range for each variable<\/span>\nsapply(df, function(df) max(df, na. <span style=\"color: #3366ff;\">rm<\/span> = <span style=\"color: #008000;\">TRUE<\/span> )-min(df, na. <span style=\"color: #3366ff;\">rm<\/span> = <span style=\"color: #008000;\">TRUE<\/span> ))\n\n X Y Z\n11 9 9\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><span style=\"color: #000000;\">\ub9c8\uc9c0\ub9c9\uc73c\ub85c \uae30\uc220 \ud1b5\uacc4\ub97c \uacc4\uc0b0\ud558\ub294 \ubcf5\uc7a1\ud55c \ud568\uc218\ub97c \ub9cc\ub4e0 \ub2e4\uc74c \uc774 \ud568\uc218\ub97c <strong>sapply()<\/strong> \ud568\uc218\uc640 \ud568\uaed8 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc608\ub97c \ub4e4\uc5b4, \ub2e4\uc74c \ucf54\ub4dc\ub294 \ub370\uc774\ud130 \ud504\ub808\uc784\uc5d0\uc11c \uac01 \ubcc0\uc218\uc758 <a href=\"https:\/\/statorials.org\/ko\/r\u110b\u1174-\u1106\u1169\u1103\u1173\/\" target=\"_blank\" rel=\"noopener\">\ubaa8\ub4dc\ub97c<\/a> \uacc4\uc0b0\ud558\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;\">#define function that calculates mode<\/span>\nfind_mode &lt;- <span style=\"color: #008000;\">function<\/span> (x) {\n  u &lt;- unique(x)\n  tab &lt;- tabulate(match(x, u))\n  u[tab <span style=\"color: #3366ff;\">==<\/span> max(tab)]\n}\n\n<span style=\"color: #008080;\">#calculate mode for each variable\n<\/span>sapply(df, find_mode)\n\n$x\n[1] 4\n\n$y\n[1] 2 3 11\n\n$z\n[1] 9\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\uacb0\uacfc\uc5d0\uc11c \uc6b0\ub9ac\ub294 \ub2e4\uc74c\uc744 \ubcfc \uc218 \uc788\uc2b5\ub2c8\ub2e4:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">\ubcc0\uc218 x \uc758 \ucd5c\ube48\uac12\uc740 <strong>4<\/strong> \uc785\ub2c8\ub2e4.<\/span><\/li>\n<li> <span style=\"color: #000000;\">y \ubcc0\uc218\uc758 \ubaa8\ub4dc\ub294 <strong>2<\/strong> , <strong>3<\/strong> , <strong>11<\/strong> \uc785\ub2c8\ub2e4(\uac01 \uac12\uc774 \uac00\uc7a5 \uc790\uc8fc \ub098\ud0c0\ub098\uae30 \ub54c\ubb38\uc785\ub2c8\ub2e4).<\/span><\/li>\n<li> <span style=\"color: #000000;\">\ubcc0\uc218 z\uc758 \ucd5c\ube48\uac12\uc740 <strong>9<\/strong> \uc785\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\"><strong>summary()<\/strong> \ubc0f <strong>sapply()<\/strong> \ud568\uc218\ub97c \uc0ac\uc6a9\ud558\uc5ec \ub370\uc774\ud130 \ud504\ub808\uc784\uc758 \uac01 \ubcc0\uc218\uc5d0 \ub300\ud574 \uc6d0\ud558\ub294 \uae30\uc220 \ud1b5\uacc4\ub97c \uacc4\uc0b0\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\ucd94\uac00 \ub9ac\uc18c\uc2a4<\/strong><\/span><\/h3>\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-\u110b\u116d\u110b\u1163\u11a8-\u1110\u1166\u110b\u1175\u1107\u1173\u11af\/\" target=\"_blank\" rel=\"noopener\">R\uc5d0\uc11c \uc694\uc57d \ud14c\uc774\ube14\uc744 \ub9cc\ub4dc\ub294 \ubc29\ubc95<\/a><br \/> <a href=\"https:\/\/statorials.org\/ko\/\u1109\u1161\u1107\u116e\u11ab\u110b\u1171\u1100\u1161\u11ab-\u1107\u1165\u11b7\u110b\u1171r\/\" target=\"_blank\" rel=\"noopener\">R\uc5d0\uc11c \uc0ac\ubd84\uc704\uc218 \ubc94\uc704\ub97c \ucc3e\ub294 \ubc29\ubc95<\/a><br \/> <a href=\"https:\/\/statorials.org\/ko\/\u110b\u1175\u1109\u1161\u11bc\u1100\u1161\u11b9-\u110c\u1166\u1100\u1165-r\/\" target=\"_blank\" rel=\"noopener\">R\uc5d0\uc11c \uc774\uc0c1\uac12\uc744 \uc81c\uac70\ud558\ub294 \ubc29\ubc95<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\uae30\uc220 \ud1b5\uacc4\ub294 \ub370\uc774\ud130 \uc9d1\ud569\uc744 \uc124\uba85\ud558\ub294 \uac12\uc785\ub2c8\ub2e4. \uc774\ub294 \ub370\uc774\ud130 \uc138\ud2b8\uc758 \uc911\uc2ec\uc774 \uc5b4\ub514\uc5d0 \uc788\ub294\uc9c0, \ub370\uc774\ud130 \uc138\ud2b8 \ub0b4 \uac12\uc758 \ubd84\ud3ec\ub97c \uc774\ud574\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4. R\uc5d0\ub294 \uae30\uc220 \ud1b5\uacc4\ub97c \uacc4\uc0b0\ud558\ub294 \ub370 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \ub450 \uac00\uc9c0 \ud568\uc218\uac00 \uc788\uc2b5\ub2c8\ub2e4. \ubc29\ubc95 1: summary() \ud568\uc218 \uc0ac\uc6a9 summary(my_data) summary() \ud568\uc218\ub294 R\uc758 \ub370\uc774\ud130 \ud504\ub808\uc784\uc5d0 \uc788\ub294 \uac01 \ubcc0\uc218\uc5d0 \ub300\ud574 \ub2e4\uc74c \uac12\uc744 \uacc4\uc0b0\ud569\ub2c8\ub2e4. \ucd5c\uc800\ud55c\uc758 1\uc0ac\ubd84\uc704\uc218 \uc911\uc559\uac12 \ud3c9\uade0 [&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-3213","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 \uae30\uc220 \ud1b5\uacc4\ub97c \uacc4\uc0b0\ud558\ub294 \ubc29\ubc95(\uc608\uc81c \ud3ec\ud568) - 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