{"id":1867,"date":"2023-07-24T16:14:35","date_gmt":"2023-07-24T16:14:35","guid":{"rendered":"https:\/\/statorials.org\/ko\/r%e1%84%8b%e1%85%b4-%e1%84%8b%e1%85%ad%e1%84%8b%e1%85%a3%e1%86%a8-%e1%84%90%e1%85%a6%e1%84%8b%e1%85%b5%e1%84%87%e1%85%b3%e1%86%af\/"},"modified":"2023-07-24T16:14:35","modified_gmt":"2023-07-24T16:14:35","slug":"r%e1%84%8b%e1%85%b4-%e1%84%8b%e1%85%ad%e1%84%8b%e1%85%a3%e1%86%a8-%e1%84%90%e1%85%a6%e1%84%8b%e1%85%b5%e1%84%87%e1%85%b3%e1%86%af","status":"publish","type":"post","link":"https:\/\/statorials.org\/ko\/r%e1%84%8b%e1%85%b4-%e1%84%8b%e1%85%ad%e1%84%8b%e1%85%a3%e1%86%a8-%e1%84%90%e1%85%a6%e1%84%8b%e1%85%b5%e1%84%87%e1%85%b3%e1%86%af\/","title":{"rendered":"R\uc5d0\uc11c \uc694\uc57d \ud14c\uc774\ube14\uc744 \ub9cc\ub4dc\ub294 \uac00\uc7a5 \uc26c\uc6b4 \ubc29\ubc95"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">R\uc5d0\uc11c \uc694\uc57d \ud14c\uc774\ube14\uc744 \uc0dd\uc131\ud558\ub294 \uac00\uc7a5 \uc26c\uc6b4 \ubc29\ubc95\uc740 <strong>psych<\/strong> \ub77c\uc774\ube0c\ub7ec\ub9ac\uc758 <strong>explain()<\/strong> \ubc0f <strong>explainBy()<\/strong> \ud568\uc218\ub97c \uc0ac\uc6a9\ud558\ub294 \uac83\uc785\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #000000;\"><span style=\"color: #107d3f;\"><span style=\"color: #993300;\">library<\/span> <span style=\"color: #000000;\">(psych)<\/span>\n<\/span><\/span>\n<span style=\"color: #008080;\">#create summary table\n<\/span>describe(df)\n\n<span style=\"color: #008080;\">#create summary table, grouped by a specific variable<\/span>\ndescribeBy(df, group=df$var_name)\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \uc608\uc5d0\uc11c\ub294 \uc774\ub7ec\ud55c \uae30\ub2a5\uc744 \uc2e4\uc81c\ub85c \uc0ac\uc6a9\ud558\ub294 \ubc29\ubc95\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\uc608 1: \uae30\ubcf8 \uc694\uc57d \ud14c\uc774\ube14 \uc0dd\uc131<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">R\uc5d0 \ub2e4\uc74c\uacfc \uac19\uc740 \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> (team=c('A', 'A', 'B', 'B', 'C', 'C', 'C'),\n                 points=c(15, 22, 29, 41, 30, 11, 19),\n                 rebounds=c(7, 8, 6, 6, 7, 9, 13),\n                 steals=c(1, 1, 2, 3, 5, 7, 5))\n\n<span style=\"color: #008080;\">#view data frame\n<\/span>df\n\n  team points rebounds steals\n1 to 15 7 1\n2 A 22 8 1\n3 B 29 6 2\n4 B 41 6 3\n5 C 30 7 5\n6 C 11 9 7\n7 C 19 13 5<\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><strong>explain()<\/strong> \ud568\uc218\ub97c \uc0ac\uc6a9\ud558\uc5ec \ub370\uc774\ud130 \ud504\ub808\uc784\uc758 \uac01 \ubcc0\uc218\uc5d0 \ub300\ud55c \uc694\uc57d \ud14c\uc774\ube14\uc744 \ub9cc\ub4e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #000000;\"><span style=\"color: #107d3f;\"><span style=\"color: #993300;\">library<\/span> <span style=\"color: #000000;\">(psych)<\/span>\n\n<\/span><\/span><span style=\"color: #008080;\">#create summary table\n<\/span>describe(df)\n\n         vars n mean sd median trimmed mad min max range skew kurtosis\nteam* 1 7 2.14 0.90 2 2.14 1.48 1 3 2 -0.22 -1.90\npoints 2 7 23.86 10.24 22 23.86 10.38 11 41 30 0.33 -1.41\nrebounds 3 7 8.00 2.45 7 8.00 1.48 6 13 7 1.05 -0.38\nsteals 4 7 3.43 2.30 3 3.43 2.97 1 7 6 0.25 -1.73\n           se\nteam* 0.34\npoints 3.87\nrebounds 0.93\nsteals 0.87\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\uacb0\uacfc\uc758 \uac01 \uac12\uc744 \ud574\uc11d\ud558\ub294 \ubc29\ubc95\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>vars<\/strong> : \uc5f4 \ubc88\ud638<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>n<\/strong> : \uc720\ud6a8\ud55c \uacbd\uc6b0\uc758 \uc218<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>\ud3c9\uade0<\/strong> : \ud3c9\uade0\uac12<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>median<\/strong> : \uc911\uc559\uac12<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>Trimmed<\/strong> : \uc808\uc0ac \ud3c9\uade0(\uae30\ubcf8\uc801\uc73c\ub85c \uac01 \ub05d\uc5d0\uc11c \uad00\uce21\uce58\uc758 10%\uac00 \uc81c\uac70\ub428)<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>mad<\/strong> : \uc808\ub300 \uc911\uc559\uac12 \ud3b8\ucc28(\uc911\uc559\uac12\uc73c\ub85c\ubd80\ud130)<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>min<\/strong> : \ucd5c\uc18c\uac12<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>max<\/strong> : \ucd5c\ub300\uac12<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>range<\/strong> : \uac12\uc758 \ubc94\uc704(\ucd5c\ub300 \u2013 \ucd5c\uc18c)<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>\uc65c\uace1<\/strong> : \ube44\ub300\uce6d<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>\ucca8\ub3c4<\/strong> : \ud3b8\ud3c9\ud654<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>se<\/strong> : \ud45c\uc900 \uc624\ub958<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\ubcc4\ud45c(*)\uac00 \uc788\ub294 \ubcc0\uc218\ub294 \uac12\uc758 \uc22b\uc790 \uc21c\uc11c\ub97c \ub098\ud0c0\ub0b4\ub294 \uac12\uc744 \uac00\uc9c4 \uc22b\uc790 \ubcc0\uc218\ub85c \ubcc0\ud658\ub41c \ubc94\uc8fc\ud615 \ub610\ub294 \ub17c\ub9ac\ud615 \ubcc0\uc218\ub77c\ub294 \uc810\uc5d0 \uc720\uc758\ud558\ub294 \uac83\uc774 \uc911\uc694\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc774 \uc608\uc5d0\uc11c\ub294 &#8220;\ud300&#8221; \ubcc0\uc218\uac00 \uc22b\uc790 \ubcc0\uc218\ub85c \ubcc0\ud658\ub418\uc5c8\uc73c\ubbc0\ub85c \ud574\ub2f9 \uc694\uc57d \ud1b5\uacc4\ub97c \ubb38\uc790 \uadf8\ub300\ub85c \ud574\uc11d\ud558\uba74 \uc548 \ub429\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\ub610\ud55c <strong>fast=TRUE<\/strong> \uc778\uc218\ub97c \uc0ac\uc6a9\ud558\uc5ec \uac00\uc7a5 \uc77c\ubc18\uc801\uc778 \uc694\uc57d \ud1b5\uacc4\ub9cc \uacc4\uc0b0\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create smaller summary table\n<\/span>describe(df, fast= <span style=\"color: #008000;\">TRUE<\/span> )\n\n         vars n mean sd min max range se\nteam 1 7 NaN NA Inf -Inf -Inf NA\npoints 2 7 23.86 10.24 11 41 30 3.87\nrebounds 3 7 8.00 2.45 6 13 7 0.93\nsteals 4 7 3.43 2.30 1 7 6 0.87<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\ub370\uc774\ud130 \ud504\ub808\uc784\uc758 \ud2b9\uc815 \ubcc0\uc218\uc5d0 \ub300\ud55c \uc694\uc57d \ud1b5\uacc4\ub9cc \uacc4\uc0b0\ud558\ub3c4\ub85d \uc120\ud0dd\ud560 \uc218\ub3c4 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create summary table for just 'points' and 'rebounds' columns\n<\/span>describe(df[, c(' <span style=\"color: #ff0000;\">points<\/span> ', ' <span style=\"color: #ff0000;\">rebounds<\/span> ')], fast= <span style=\"color: #008000;\">TRUE<\/span> )\n\n         vars n mean sd min max range se\npoints 1 7 23.86 10.24 11 41 30 3.87\nrebounds 2 7 8.00 2.45 6 13 7 0.93<\/strong><\/pre>\n<h3> <span style=\"color: #000000;\"><strong>\uc608\uc2dc 2: \ud2b9\uc815 \ubcc0\uc218\ubcc4\ub85c \uadf8\ub8f9\ud654\ub41c \uc694\uc57d \ud14c\uc774\ube14 \uc0dd\uc131<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \ucf54\ub4dc\ub294 <strong>explainBy()<\/strong> \ud568\uc218\ub97c \uc0ac\uc6a9\ud558\uc5ec &#8220;team&#8221; \ubcc0\uc218\ub85c \uadf8\ub8f9\ud654\ub41c \ub370\uc774\ud130 \ud504\ub808\uc784\uc5d0 \ub300\ud55c \uc694\uc57d \ud14c\uc774\ube14\uc744 \uc0dd\uc131\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;\">#create summary table, grouped by 'team' variable\n<\/span>describeBy(df, group=df$team, fast= <span style=\"color: #008000;\">TRUE<\/span> )\n\n Descriptive statistics by group \ngroup: A\n         vars n mean sd min max range se\nteam 1 2 NaN NA Inf -Inf -Inf NA\npoints 2 2 18.5 4.95 15 22 7 3.5\nrebounds 3 2 7.5 0.71 7 8 1 0.5\nsteals 4 2 1.0 0.00 1 1 0 0.0\n-------------------------------------------------- ---------- \ngroup: B\n         vars n mean sd min max range se\nteam 1 2 NaN NA Inf -Inf -Inf NA\npoints 2 2 35.0 8.49 29 41 12 6.0\nrebounds 3 2 6.0 0.00 6 6 0 0.0\nsteals 4 2 2.5 0.71 2 3 1 0.5\n-------------------------------------------------- ---------- \ngroup: C\n         vars n mean sd min max range se\nteam 1 3 NaN NA Inf -Inf -Inf NA\npoints 2 3 20.00 9.54 11 30 19 5.51\nrebounds 3 3 9.67 3.06 7 13 6 1.76\nsteals 4 3 5.67 1.15 5 7 2 0.67\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\ucd9c\ub825\uc5d0\ub294 \ub370\uc774\ud130 \ud504\ub808\uc784\uc758 \uc138 \ud300 \uac01\uac01\uc5d0 \ub300\ud55c \uc694\uc57d \ud1b5\uacc4\uac00 \ud45c\uc2dc\ub429\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\u1105\u1169-\u110b\u116d\u110b\u1163\u11a8\u1103\u116c\u11ab-5\u1100\u1162\u110b\u1174-\u1109\u116e\u11ba\u110c\u1161\/\">R\uc5d0\uc11c \ub2e4\uc12f \uc22b\uc790\uc758 \uc694\uc57d\uc744 \uacc4\uc0b0\ud558\ub294 \ubc29\ubc95<\/a><br \/> <a href=\"https:\/\/statorials.org\/ko\/r-\u1100\u1173\u1105\u116e\u11b8\u1103\u1161\u11bc-\u1111\u1167\u11bc\u1100\u1172\u11ab\/\" target=\"_blank\" rel=\"noopener\">R\uc5d0\uc11c \uadf8\ub8f9\ub2f9 \ud3c9\uade0\uc744 \uacc4\uc0b0\ud558\ub294 \ubc29\ubc95<\/a><br \/> <a href=\"https:\/\/statorials.org\/ko\/r\u110b\u1174-\u1100\u1173\u1105\u116e\u11b8\u1107\u1167\u11af-\u1112\u1161\u11b8\u1100\u1168\/\" target=\"_blank\" rel=\"noopener\">R\uc5d0\uc11c \uadf8\ub8f9\ubcc4 \ud569\uacc4\ub97c \uacc4\uc0b0\ud558\ub294 \ubc29\ubc95<\/a><br \/> <a href=\"https:\/\/statorials.org\/ko\/r\u110b\u1174-\u1107\u116e\u11ab\u1109\u1161\u11ab\/\" target=\"_blank\" rel=\"noopener\">R\uc758 \ubd84\uc0b0\uc744 \uacc4\uc0b0\ud558\ub294 \ubc29\ubc95<\/a><br \/> <a href=\"https:\/\/statorials.org\/ko\/\u1100\u1169\u11bc\u1107\u116e\u11ab\u1109\u1161\u11ab-\u1112\u1162\u11bc\u1105\u1167\u11af-r\/\" target=\"_blank\" rel=\"noopener\">R\uc5d0\uc11c \uacf5\ubd84\uc0b0 \ud589\ub82c\uc744 \ub9cc\ub4dc\ub294 \ubc29\ubc95<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>R\uc5d0\uc11c \uc694\uc57d \ud14c\uc774\ube14\uc744 \uc0dd\uc131\ud558\ub294 \uac00\uc7a5 \uc26c\uc6b4 \ubc29\ubc95\uc740 psych \ub77c\uc774\ube0c\ub7ec\ub9ac\uc758 explain() \ubc0f explainBy() \ud568\uc218\ub97c \uc0ac\uc6a9\ud558\ub294 \uac83\uc785\ub2c8\ub2e4. library (psych) #create summary table describe(df) #create summary table, grouped by a specific variable describeBy(df, group=df$var_name) \ub2e4\uc74c \uc608\uc5d0\uc11c\ub294 \uc774\ub7ec\ud55c \uae30\ub2a5\uc744 \uc2e4\uc81c\ub85c \uc0ac\uc6a9\ud558\ub294 \ubc29\ubc95\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4. \uc608 1: \uae30\ubcf8 \uc694\uc57d \ud14c\uc774\ube14 \uc0dd\uc131 R\uc5d0 \ub2e4\uc74c\uacfc \uac19\uc740 \ub370\uc774\ud130 \ud504\ub808\uc784\uc774 \uc788\ub2e4\uace0 \uac00\uc815\ud569\ub2c8\ub2e4. #create data frame [&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-1867","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 - Statorials\uc5d0\uc11c \uc694\uc57d \ud14c\uc774\ube14\uc744 \uc0dd\uc131\ud558\ub294 \uac00\uc7a5 \uc26c\uc6b4 \ubc29\ubc95<\/title>\n<meta name=\"description\" content=\"\uc774 \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 \uba87 \uac00\uc9c0 \uc608\ub97c \ud1b5\ud574 R\uc5d0\uc11c \uc694\uc57d \ud14c\uc774\ube14\uc744 \uc0dd\uc131\ud558\ub294 \uac00\uc7a5 \uc26c\uc6b4 \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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