{"id":2554,"date":"2023-07-21T18:14:57","date_gmt":"2023-07-21T18:14:57","guid":{"rendered":"https:\/\/statorials.org\/ko\/r%e1%84%8b%e1%85%b4-%e1%84%87%e1%85%ae%e1%86%ab%e1%84%8b%e1%85%b1%e1%84%89%e1%85%ae-%e1%84%8c%e1%85%a5%e1%86%bc%e1%84%80%e1%85%b2%e1%84%92%e1%85%aa\/"},"modified":"2023-07-21T18:14:57","modified_gmt":"2023-07-21T18:14:57","slug":"r%e1%84%8b%e1%85%b4-%e1%84%87%e1%85%ae%e1%86%ab%e1%84%8b%e1%85%b1%e1%84%89%e1%85%ae-%e1%84%8c%e1%85%a5%e1%86%bc%e1%84%80%e1%85%b2%e1%84%92%e1%85%aa","status":"publish","type":"post","link":"https:\/\/statorials.org\/ko\/r%e1%84%8b%e1%85%b4-%e1%84%87%e1%85%ae%e1%86%ab%e1%84%8b%e1%85%b1%e1%84%89%e1%85%ae-%e1%84%8c%e1%85%a5%e1%86%bc%e1%84%80%e1%85%b2%e1%84%92%e1%85%aa\/","title":{"rendered":"R\uc5d0\uc11c \ubd84\uc704\uc218 \uc815\uaddc\ud654\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\ud1b5\uacc4\uc5d0\uc11c <a href=\"https:\/\/en.wikipedia.org\/wiki\/Quantile_normalization\" target=\"_blank\" rel=\"noopener\">\ubd84\uc704\uc218 \uc815\uaddc\ud654\ub294<\/a> \ud1b5\uacc4\uc801 \ud2b9\uc131 \uce21\uba74\uc5d0\uc11c \ub450 \ubd84\ud3ec\ub97c \ub3d9\uc77c\ud558\uac8c \ub9cc\ub4dc\ub294 \ubc29\ubc95\uc785\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \uc608\uc5d0\uc11c\ub294 R\uc5d0\uc11c \ubd84\uc704\uc218 \uc815\uaddc\ud654\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\uc608: R\uc758 \ubd84\uc704\uc218 \uc815\uaddc\ud654<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\ub450 \uac1c\uc758 \uc5f4\uc744 \ud3ec\ud568\ud558\ub294 R\uc5d0\uc11c \ub2e4\uc74c \ub370\uc774\ud130 \ud504\ub808\uc784\uc744 \uc0dd\uc131\ud55c\ub2e4\uace0 \uac00\uc815\ud569\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#make this example reproducible\n<\/span>set. <span style=\"color: #3366ff;\">seeds<\/span> (0)\n\n<span style=\"color: #008080;\">#create data frame with two columns\n<\/span>df &lt;- data. <span style=\"color: #3366ff;\">frame<\/span> (x=rnorm(1000),\n                 y=rnorm(1000))\n\n<span style=\"color: #008080;\">#view first six rows of data frame\n<\/span>head(df)\n\n           xy\n1 1.2629543 -0.28685156\n2 -0.3262334 1.84110689\n3 1.3297993 -0.15676431\n4 1.2724293 -1.38980264\n5 0.4146414 -1.47310399\n6 -1.5399500 -0.06951893<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">x\uc640 y\uc5d0 \ub300\ud55c \ubd84\uc704\uc218\ub97c \uacc4\uc0b0\ud558\uae30 \uc704\ud574 <a href=\"https:\/\/statorials.org\/ko\/r\u110b\u1166-lapply-sapply-\u1106\u1175\u11be-tapply\u1105\u1173\u11af-\u110c\u1165\u11a8\u110b\u116d\u11bc\u1112\u1161\u1102\u1173\u11ab-\u1107\u1161\u11bc\u1107\u1165\u11b8\u110b\u1166-\u1103\u1162\u1112\u1161\u11ab-\u110b\u1161\u11ab\u1102\u1162\/\" target=\"_blank\" rel=\"noopener\">sapply()<\/a> \ubc0f <a href=\"https:\/\/statorials.org\/ko\/r\u110b\u1174-\u1107\u116e\u11ab\u110b\u1171\u1109\u116e-\u1112\u1161\u11b7\u1109\u116e\/\" target=\"_blank\" rel=\"noopener\">Quantile()<\/a> \ud568\uc218\ub97c \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#calculate quantiles for x and y\n<\/span>sapply(df, function(x) quantile(x, probs = seq(0, 1, 1\/4)))\n\n               xy\n0% -3.23638573 -3.04536393\n25% -0.70845589 -0.73331907\n50% -0.05887078 -0.03181533\n75% 0.68763873 0.71755969\n100% 3.26641452 3.03903341\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">x\uc640 y\uc758 \ubd84\uc704\uc218 \uac12\uc740 \ube44\uc2b7\ud558\uc9c0\ub9cc \ub3d9\uc77c\ud55c \uac12\uc740 \uc544\ub2d9\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc608\ub97c \ub4e4\uc5b4 x\uc758 25\ubc88\uc9f8 \ubc31\ubd84\uc704\uc218 \uac12\uc740 <strong>-0.708<\/strong> \uc774\uace0 y\uc758 25\ubc88\uc9f8 \ubc31\ubd84\uc704\uc218 \uac12\uc740 <strong>-0.7333<\/strong> \uc785\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\ubd84\uc704\uc218 \uc815\uaddc\ud654\ub97c \uc218\ud589\ud558\ub824\uba74 R\uc758 <a href=\"https:\/\/bioconductor.org\/packages\/release\/bioc\/html\/preprocessCore.html\" target=\"_blank\" rel=\"noopener\">preprocessCore<\/a> \ud328\ud0a4\uc9c0\uc5d0 \uc788\ub294 <strong>Normalize.Quantiles()<\/strong> \ud568\uc218\ub97c \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">library<\/span> (preprocessCore)\n\n<span style=\"color: #008080;\">#perform quantile normalization\n<\/span>df_norm &lt;- as. <span style=\"color: #3366ff;\">data<\/span> . <span style=\"color: #3366ff;\">frame<\/span> ( <span style=\"color: #3366ff;\">normalize.quantiles<\/span> ( <span style=\"color: #3366ff;\">as.matrix<\/span> (df)))\n\n<span style=\"color: #008080;\">#rename data frame columns\n<\/span>names(df_norm) &lt;- c(' <span style=\"color: #ff0000;\">x<\/span> ', ' <span style=\"color: #ff0000;\">y<\/span> ')\n\n<span style=\"color: #008080;\">#view first six row of new data frame\n<\/span>head(df_norm)\n\n           xy\n1 1.2632137 -0.28520228\n2 -0.3469744 1.82440519\n3 1.3465807 -0.16471644\n4 1.2692599 -1.34472394\n5 0.4161133 -1.43717759\n6 -1.6269731 -0.07906793\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\uadf8\ub7f0 \ub2e4\uc74c \ub2e4\uc74c \ucf54\ub4dc\ub97c \uc0ac\uc6a9\ud558\uc5ec x\uc640 y\uc5d0 \ub300\ud55c \ubd84\uc704\uc218\ub97c \ub2e4\uc2dc \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 quantiles for x and y\n<\/span>sapply(df_norm, function(x) quantile(x, probs = seq(0, 1, 1\/4)))\n\n               xy\n0% -3.14087483 -3.14087483\n25% -0.72088748 -0.72088748\n50% -0.04534305 -0.04534305\n75% 0.70259921 0.70259921\n100% 3.15272396 3.15272396\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\uc774\uc81c x\uc640 y\uc5d0 \ub300\ud55c \ubd84\uc704\uc218\ub294 \ub3d9\uc77c\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">x\uc640 y\uac00 \ubd84\uc704\uc218 \uc815\uaddc\ud654\ub418\uc5c8\ub2e4\uace0 \ub9d0\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc989, \ub450 \ubd84\ud3ec\ub294 \uc774\uc81c \ud1b5\uacc4\uc801 \ud2b9\uc131 \uce21\uba74\uc5d0\uc11c \ub3d9\uc77c\ud569\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\u1166\u1109\u1165-\u1103\u1166\u110b\u1175\u1110\u1165\u1105\u1173\u11af-\u110c\u1165\u11bc\u1100\u1172\u1112\u116a\u1112\u1161\u1102\u1173\u11ab-\u1107\u1161\u11bc\u1107\u1165\u11b8\/\" target=\"_blank\" rel=\"noopener\">R\uc5d0\uc11c \ub370\uc774\ud130\ub97c \uc815\uaddc\ud654\ud558\ub294 \ubc29\ubc95<\/a><br \/><a href=\"https:\/\/statorials.org\/ko\/\u1107\u1162\u11a8\u1107\u116e\u11ab\u110b\u1171\u1109\u116er\/\" target=\"_blank\" rel=\"noopener\">R\uc5d0\uc11c \ubc31\ubd84\uc704\uc218\ub97c \uacc4\uc0b0\ud558\ub294 \ubc29\ubc95<\/a><br \/> <a href=\"https:\/\/statorials.org\/ko\/r\u110b\u1174-\u1107\u116e\u11ab\u110b\u1171\u1109\u116e-\u1112\u1161\u11b7\u1109\u116e\/\" target=\"_blank\" rel=\"noopener\">R\uc5d0\uc11c Quantile() \ud568\uc218\ub97c \uc0ac\uc6a9\ud558\ub294 \ubc29\ubc95<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\ud1b5\uacc4\uc5d0\uc11c \ubd84\uc704\uc218 \uc815\uaddc\ud654\ub294 \ud1b5\uacc4\uc801 \ud2b9\uc131 \uce21\uba74\uc5d0\uc11c \ub450 \ubd84\ud3ec\ub97c \ub3d9\uc77c\ud558\uac8c \ub9cc\ub4dc\ub294 \ubc29\ubc95\uc785\ub2c8\ub2e4. \ub2e4\uc74c \uc608\uc5d0\uc11c\ub294 R\uc5d0\uc11c \ubd84\uc704\uc218 \uc815\uaddc\ud654\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4. \uc608: R\uc758 \ubd84\uc704\uc218 \uc815\uaddc\ud654 \ub450 \uac1c\uc758 \uc5f4\uc744 \ud3ec\ud568\ud558\ub294 R\uc5d0\uc11c \ub2e4\uc74c \ub370\uc774\ud130 \ud504\ub808\uc784\uc744 \uc0dd\uc131\ud55c\ub2e4\uace0 \uac00\uc815\ud569\ub2c8\ub2e4. #make this example reproducible set. seeds (0) #create data frame with two columns df &lt;- data. frame (x=rnorm(1000), y=rnorm(1000)) #view first six [&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-2554","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 \ubd84\uc704\uc218 \uc815\uaddc\ud654\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95 - Statorials<\/title>\n<meta name=\"description\" content=\"\uc774 \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 \uc804\uccb4 \uc608\uc81c\ub97c \ud1b5\ud574 R\uc5d0\uc11c \ubd84\uc704\uc218 \uc815\uaddc\ud654\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\" \/>\n<link rel=\"canonical\" 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