{"id":1957,"date":"2023-07-24T07:21:08","date_gmt":"2023-07-24T07:21:08","guid":{"rendered":"https:\/\/statorials.org\/uk\/%d1%84%d1%83%d0%bd%d0%ba%d1%86%d1%96%d1%8f-%d0%ba%d0%b2%d0%b0%d0%bd%d1%82%d0%b8%d0%bb%d1%8f-%d0%b2-r\/"},"modified":"2023-07-24T07:21:08","modified_gmt":"2023-07-24T07:21:08","slug":"%d1%84%d1%83%d0%bd%d0%ba%d1%86%d1%96%d1%8f-%d0%ba%d0%b2%d0%b0%d0%bd%d1%82%d0%b8%d0%bb%d1%8f-%d0%b2-r","status":"publish","type":"post","link":"https:\/\/statorials.org\/uk\/%d1%84%d1%83%d0%bd%d0%ba%d1%86%d1%96%d1%8f-%d0%ba%d0%b2%d0%b0%d0%bd%d1%82%d0%b8%d0%bb%d1%8f-%d0%b2-r\/","title":{"rendered":"\u042f\u043a \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u0432\u0430\u0442\u0438 \u0444\u0443\u043d\u043a\u0446\u0456\u044e quantile() \u0443 r"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\u0423 \u0441\u0442\u0430\u0442\u0438\u0441\u0442\u0438\u0446\u0456 <strong>\u043a\u0432\u0430\u043d\u0442\u0438\u043b\u0456<\/strong> &#8211; \u0446\u0435 \u0437\u043d\u0430\u0447\u0435\u043d\u043d\u044f, \u044f\u043a\u0456 \u0434\u0456\u043b\u044f\u0442\u044c \u043a\u043b\u0430\u0441\u0438\u0444\u0456\u043a\u043e\u0432\u0430\u043d\u0438\u0439 \u043d\u0430\u0431\u0456\u0440 \u0434\u0430\u043d\u0438\u0445 \u043d\u0430 \u0440\u0456\u0432\u043d\u0456 \u0433\u0440\u0443\u043f\u0438.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u0424\u0443\u043d\u043a\u0446\u0456\u044e <strong>quantile()<\/strong> \u0443 R \u043c\u043e\u0436\u043d\u0430 \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u0432\u0430\u0442\u0438 \u0434\u043b\u044f \u043e\u0431\u0447\u0438\u0441\u043b\u0435\u043d\u043d\u044f \u0432\u0438\u0431\u0456\u0440\u043a\u043e\u0432\u0438\u0445 \u043a\u0432\u0430\u043d\u0442\u0438\u043b\u0456\u0432 \u043d\u0430\u0431\u043e\u0440\u0443 \u0434\u0430\u043d\u0438\u0445.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u0426\u044f \u0444\u0443\u043d\u043a\u0446\u0456\u044f \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u0454 \u0442\u0430\u043a\u0438\u0439 \u0431\u0430\u0437\u043e\u0432\u0438\u0439 \u0441\u0438\u043d\u0442\u0430\u043a\u0441\u0438\u0441:<\/span><\/p>\n<p> <strong><span style=\"color: #000000;\">\u043a\u0432\u0430\u043d\u0442\u0438\u043b\u044c(x, probs = seq(0, 1, 0,25), na.rm = FALSE)<\/span><\/strong><\/p>\n<p> <span style=\"color: #000000;\">\u0437\u043e\u043b\u043e\u0442\u043e:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>x<\/strong> : \u0406\u043c&#8217;\u044f \u0432\u0435\u043a\u0442\u043e\u0440\u0430<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>probs<\/strong> : \u0427\u0438\u0441\u043b\u043e\u0432\u0438\u0439 \u0432\u0435\u043a\u0442\u043e\u0440 \u0439\u043c\u043e\u0432\u0456\u0440\u043d\u043e\u0441\u0442\u0435\u0439<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>na.rm<\/strong> : \u0447\u0438 \u0432\u0438\u0434\u0430\u043b\u044f\u0442\u0438 \u0437\u043d\u0430\u0447\u0435\u043d\u043d\u044f NA<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\u041d\u0430\u0441\u0442\u0443\u043f\u043d\u0456 \u043f\u0440\u0438\u043a\u043b\u0430\u0434\u0438 \u043f\u043e\u043a\u0430\u0437\u0443\u044e\u0442\u044c, \u044f\u043a \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u0432\u0430\u0442\u0438 \u0446\u044e \u0444\u0443\u043d\u043a\u0446\u0456\u044e \u043d\u0430 \u043f\u0440\u0430\u043a\u0442\u0438\u0446\u0456.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\u041f\u0440\u0438\u043a\u043b\u0430\u0434 1: \u043e\u0431\u0447\u0438\u0441\u043b\u0438\u0442\u0438 \u043a\u0432\u0430\u043d\u0442\u0438\u043b\u0456 \u0432\u0435\u043a\u0442\u043e\u0440\u0430<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\u041d\u0430\u0441\u0442\u0443\u043f\u043d\u0438\u0439 \u043a\u043e\u0434 \u043f\u043e\u043a\u0430\u0437\u0443\u0454, \u044f\u043a \u043e\u0431\u0447\u0438\u0441\u043b\u0438\u0442\u0438 \u043a\u0432\u0430\u043d\u0442\u0438\u043b\u0456 \u0432\u0435\u043a\u0442\u043e\u0440\u0430 \u0432 R:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#define vector of data<\/span> \ndata = c(1, 3, 3, 4, 5, 7, 8, 9, 12, 13, 13, 15, 18, 20, 22, 23, 24, 28)\n\n<span style=\"color: #008080;\">#calculate quartiles<\/span>\nquantile(data, probs = seq(0, 1, 1\/4))\n\n 0% 25% 50% 75% 100% \n1.0 5.5 12.5 19.5 28.0 \n\n<span style=\"color: #008080;\">#calculate quintiles<\/span>\nquantile(data, probs = seq(0, 1, 1\/5))\n\n 0% 20% 40% 60% 80% 100% \n1.0 4.4 8.8 13.4 21.2 28.0 \n\n<span style=\"color: #008080;\">#calculate deciles<\/span>\nquantile(data, probs = seq(0, 1, 1\/10))\n\n 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% \n1.0 3.0 4.4 7.1 8.8 12.5 13.4 17.7 21.2 23.3 28.0 \n\n<span style=\"color: #008080;\">#calculate random quantiles of interest<\/span>\nquantile(data, probs = c(.2, .5, .9))\n\n20% 50% 90% \n4.4 12.5 23.3\n<\/strong><\/pre>\n<h3> <span style=\"color: #000000;\"><strong>\u041f\u0440\u0438\u043a\u043b\u0430\u0434 2: \u043e\u0431\u0447\u0438\u0441\u043b\u0456\u0442\u044c \u043a\u0432\u0430\u043d\u0442\u0438\u043b\u0456 \u0441\u0442\u043e\u0432\u043f\u0446\u0456\u0432 \u0443 \u043a\u0430\u0434\u0440\u0456 \u0434\u0430\u043d\u0438\u0445<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\u041d\u0430\u0441\u0442\u0443\u043f\u043d\u0438\u0439 \u043a\u043e\u0434 \u043f\u043e\u043a\u0430\u0437\u0443\u0454, \u044f\u043a \u043e\u0431\u0447\u0438\u0441\u043b\u0438\u0442\u0438 \u043a\u0432\u0430\u043d\u0442\u0438\u043b\u0456 \u0434\u043b\u044f \u043f\u0435\u0432\u043d\u043e\u0433\u043e \u0441\u0442\u043e\u0432\u043f\u0446\u044f \u0443 \u043a\u0430\u0434\u0440\u0456 \u0434\u0430\u043d\u0438\u0445:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #000000;\"><span style=\"color: #008080;\">#create data frame\n<\/span>df &lt;- data. <span style=\"color: #3366ff;\">frame<\/span> (var1=c(1, 3, 3, 4, 5, 7, 7, 8, 12, 14, 18),\n                 var2=c(7, 7, 8, 3, 2, 6, 8, 9, 11, 11, 16),\n                 var3=c(3, 3, 6, 6, 8, 4, 4, 7, 10, 10, 11))\n\n<span style=\"color: #008080;\">#calculate quartiles of column 'var2'\n<\/span>quantile(df$var2, probs = seq(0, 1, 1\/4))\n\n  0% 25% 50% 75% 100% \n 2.0 6.5 8.0 10.0 16.0<\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\u041c\u0438 \u0442\u0430\u043a\u043e\u0436 \u043c\u043e\u0436\u0435\u043c\u043e \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u0432\u0430\u0442\u0438 \u0444\u0443\u043d\u043a\u0446\u0456\u044e <strong>sapply()<\/strong> , \u0449\u043e\u0431 \u043e\u0431\u0447\u0438\u0441\u043b\u0438\u0442\u0438 \u043a\u0432\u0430\u043d\u0442\u0438\u043b\u0456 \u0434\u043b\u044f \u043a\u0456\u043b\u044c\u043a\u043e\u0445 \u0441\u0442\u043e\u0432\u043f\u0446\u0456\u0432 \u043e\u0434\u043d\u043e\u0447\u0430\u0441\u043d\u043e:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #000000;\"><span style=\"color: #008080;\">#calculate quartiles of every column\n<\/span>sapply(df, <span style=\"color: #008000;\">function<\/span> (x) quantile(x, probs = seq(0, 1, 1\/4)))\n\n     var1 var2 var3\n0% 1.0 2.0 3\n25% 3.5 6.5 4\n50% 7.0 8.0 6\n75% 10.0 10.0 9\n100% 18.0 16.0 11\n<\/span><\/strong><\/pre>\n<h3> <strong>\u041f\u0440\u0438\u043a\u043b\u0430\u0434 3: \u043e\u0431\u0447\u0438\u0441\u043b\u0438\u0442\u0438 \u043a\u0432\u0430\u043d\u0442\u0438\u043b\u0456 \u0437\u0430 \u0433\u0440\u0443\u043f\u043e\u044e<\/strong><\/h3>\n<p> <span style=\"color: #000000;\">\u041d\u0430\u0441\u0442\u0443\u043f\u043d\u0438\u0439 \u043a\u043e\u0434 \u043f\u043e\u043a\u0430\u0437\u0443\u0454, \u044f\u043a \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u0432\u0430\u0442\u0438 \u0444\u0443\u043d\u043a\u0446\u0456\u0457 \u0432 \u043f\u0430\u043a\u0435\u0442\u0456 <a href=\"https:\/\/dplyr.tidyverse.org\/\" target=\"_blank\" rel=\"noopener\">dplyr<\/a> \u0434\u043b\u044f \u043e\u0431\u0447\u0438\u0441\u043b\u0435\u043d\u043d\u044f \u043a\u0432\u0430\u043d\u0442\u0438\u043b\u0456\u0432 \u0437\u0430 \u0437\u043c\u0456\u043d\u043d\u043e\u044e \u0433\u0440\u0443\u043f\u0443\u0432\u0430\u043d\u043d\u044f:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #993300;\">library<\/span> (dplyr)\n\n<span style=\"color: #008080;\">#define data frame\n<\/span>df &lt;- data. <span style=\"color: #3366ff;\">frame<\/span> (team=c('A', 'A', 'A', 'A', 'B', 'B', 'B', 'B', 'C', 'C', 'C') ,\n                 points=c(1, 3, 3, 4, 5, 7, 7, 8, 12, 14, 18))\n\n<span style=\"color: #008080;\">#define quantiles of interest<\/span>\nq = c(.25, .5, .75)\n\n<span style=\"color: #008080;\">#calculate quantiles by grouping variable<\/span>\ndf %&gt;%\n  group_by(team) %&gt;%\n  summarize(quant25 = quantile(points, probs = q[1]), \n            quant50 = quantile(points, probs = q[2]),\n            quant75 = quantile(points, probs = q[3]))\n\n# A tibble: 3 x 4\n  team quant25 quant50 quant75\n           \n1 to 2.5 3 3.25\n2 B 6.5 7 7.25\n3 C 13 14 16   \n<\/strong><\/span><\/pre>\n<h3> <span style=\"color: #000000;\"><strong>\u0414\u043e\u0434\u0430\u0442\u043a\u043e\u0432\u0456 \u0440\u0435\u0441\u0443\u0440\u0441\u0438<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\u0423 \u043d\u0430\u0441\u0442\u0443\u043f\u043d\u0438\u0445 \u043f\u043e\u0441\u0456\u0431\u043d\u0438\u043a\u0430\u0445 \u043f\u043e\u043a\u0430\u0437\u0430\u043d\u043e, \u044f\u043a \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u0432\u0430\u0442\u0438 \u0444\u0443\u043d\u043a\u0446\u0456\u044e <strong>quantile()<\/strong> \u0434\u043b\u044f \u043e\u0431\u0447\u0438\u0441\u043b\u0435\u043d\u043d\u044f \u0456\u043d\u0448\u0438\u0445 \u043f\u043e\u0448\u0438\u0440\u0435\u043d\u0438\u0445 \u0437\u043d\u0430\u0447\u0435\u043d\u044c \u043a\u0432\u0430\u043d\u0442\u0438\u043b\u0456\u0432:<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/uk\/\u043f\u0440\u043e\u0446\u0435\u043d\u0442\u0438\u043b\u0456-\u0432-r\/\" target=\"_blank\" rel=\"noopener\">\u042f\u043a \u043e\u0431\u0447\u0438\u0441\u043b\u0438\u0442\u0438 \u043f\u0440\u043e\u0446\u0435\u043d\u0442\u0438\u043b\u044c \u0443 R<\/a><br \/> <a href=\"https:\/\/statorials.org\/uk\/\u0434\u0435\u0446\u0438\u043b\u0456-\u0432-r\/\" target=\"_blank\" rel=\"noopener\">\u042f\u043a \u043e\u0431\u0447\u0438\u0441\u043b\u0438\u0442\u0438 \u0434\u0435\u0446\u0438\u043b\u0456 \u0432 R<\/a><br \/> <a href=\"https:\/\/statorials.org\/uk\/\u043a\u0432\u0430\u0440\u0442\u0438\u043b\u0456-\u0432-r\/\" target=\"_blank\" rel=\"noopener\">\u042f\u043a \u043e\u0431\u0447\u0438\u0441\u043b\u0438\u0442\u0438 \u043a\u0432\u0430\u0440\u0442\u0438\u043b\u0456 \u0432 R<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u0423 \u0441\u0442\u0430\u0442\u0438\u0441\u0442\u0438\u0446\u0456 \u043a\u0432\u0430\u043d\u0442\u0438\u043b\u0456 &#8211; \u0446\u0435 \u0437\u043d\u0430\u0447\u0435\u043d\u043d\u044f, \u044f\u043a\u0456 \u0434\u0456\u043b\u044f\u0442\u044c \u043a\u043b\u0430\u0441\u0438\u0444\u0456\u043a\u043e\u0432\u0430\u043d\u0438\u0439 \u043d\u0430\u0431\u0456\u0440 \u0434\u0430\u043d\u0438\u0445 \u043d\u0430 \u0440\u0456\u0432\u043d\u0456 \u0433\u0440\u0443\u043f\u0438. \u0424\u0443\u043d\u043a\u0446\u0456\u044e quantile() \u0443 R \u043c\u043e\u0436\u043d\u0430 \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u0432\u0430\u0442\u0438 \u0434\u043b\u044f \u043e\u0431\u0447\u0438\u0441\u043b\u0435\u043d\u043d\u044f \u0432\u0438\u0431\u0456\u0440\u043a\u043e\u0432\u0438\u0445 \u043a\u0432\u0430\u043d\u0442\u0438\u043b\u0456\u0432 \u043d\u0430\u0431\u043e\u0440\u0443 \u0434\u0430\u043d\u0438\u0445. \u0426\u044f \u0444\u0443\u043d\u043a\u0446\u0456\u044f \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u0454 \u0442\u0430\u043a\u0438\u0439 \u0431\u0430\u0437\u043e\u0432\u0438\u0439 \u0441\u0438\u043d\u0442\u0430\u043a\u0441\u0438\u0441: \u043a\u0432\u0430\u043d\u0442\u0438\u043b\u044c(x, probs = seq(0, 1, 0,25), na.rm = FALSE) \u0437\u043e\u043b\u043e\u0442\u043e: x : \u0406\u043c&#8217;\u044f \u0432\u0435\u043a\u0442\u043e\u0440\u0430 probs : \u0427\u0438\u0441\u043b\u043e\u0432\u0438\u0439 \u0432\u0435\u043a\u0442\u043e\u0440 \u0439\u043c\u043e\u0432\u0456\u0440\u043d\u043e\u0441\u0442\u0435\u0439 na.rm : \u0447\u0438 \u0432\u0438\u0434\u0430\u043b\u044f\u0442\u0438 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u042f\u043a \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u0432\u0430\u0442\u0438 \u0444\u0443\u043d\u043a\u0446\u0456\u044e quantile() \u0443 R - Statorials<\/title>\n<meta name=\"description\" content=\"\u0426\u0435\u0439 \u043f\u0456\u0434\u0440\u0443\u0447\u043d\u0438\u043a \u043f\u043e\u044f\u0441\u043d\u044e\u0454, \u044f\u043a \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u0432\u0430\u0442\u0438 \u0444\u0443\u043d\u043a\u0446\u0456\u044e quantile() \u0443 R \u0434\u043b\u044f \u043e\u0431\u0447\u0438\u0441\u043b\u0435\u043d\u043d\u044f \u043a\u0432\u0430\u043d\u0442\u0438\u043b\u0456\u0432 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