{"id":2553,"date":"2023-07-21T18:14:57","date_gmt":"2023-07-21T18:14:57","guid":{"rendered":"https:\/\/statorials.org\/uk\/%d0%ba%d0%b2%d0%b0%d0%bd%d1%82%d0%b8%d0%bb%d1%8c%d0%bd%d0%b0-%d0%bd%d0%be%d1%80%d0%bc%d0%b0%d0%bb%d1%96%d0%b7%d0%b0%d1%86%d1%96%d1%8f-%d0%b2-r\/"},"modified":"2023-07-21T18:14:57","modified_gmt":"2023-07-21T18:14:57","slug":"%d0%ba%d0%b2%d0%b0%d0%bd%d1%82%d0%b8%d0%bb%d1%8c%d0%bd%d0%b0-%d0%bd%d0%be%d1%80%d0%bc%d0%b0%d0%bb%d1%96%d0%b7%d0%b0%d1%86%d1%96%d1%8f-%d0%b2-r","status":"publish","type":"post","link":"https:\/\/statorials.org\/uk\/%d0%ba%d0%b2%d0%b0%d0%bd%d1%82%d0%b8%d0%bb%d1%8c%d0%bd%d0%b0-%d0%bd%d0%be%d1%80%d0%bc%d0%b0%d0%bb%d1%96%d0%b7%d0%b0%d1%86%d1%96%d1%8f-%d0%b2-r\/","title":{"rendered":"\u042f\u043a \u0432\u0438\u043a\u043e\u043d\u0430\u0442\u0438 \u043a\u0432\u0430\u043d\u0442\u0438\u043b\u044c\u043d\u0443 \u043d\u043e\u0440\u043c\u0430\u043b\u0456\u0437\u0430\u0446\u0456\u044e \u0432 r"},"content":{"rendered":"

<\/p>\n

\n

\u0423 \u0441\u0442\u0430\u0442\u0438\u0441\u0442\u0438\u0446\u0456 \u043a\u0432\u0430\u043d\u0442\u0438\u043b\u044c\u043d\u0430 \u043d\u043e\u0440\u043c\u0430\u043b\u0456\u0437\u0430\u0446\u0456\u044f<\/a> \u2014 \u0446\u0435 \u043c\u0435\u0442\u043e\u0434, \u044f\u043a\u0438\u0439 \u0440\u043e\u0431\u0438\u0442\u044c \u0434\u0432\u0430 \u0440\u043e\u0437\u043f\u043e\u0434\u0456\u043b\u0438 \u0456\u0434\u0435\u043d\u0442\u0438\u0447\u043d\u0438\u043c\u0438 \u0437 \u0442\u043e\u0447\u043a\u0438 \u0437\u043e\u0440\u0443 \u0441\u0442\u0430\u0442\u0438\u0441\u0442\u0438\u0447\u043d\u0438\u0445 \u0432\u043b\u0430\u0441\u0442\u0438\u0432\u043e\u0441\u0442\u0435\u0439.<\/span><\/p>\n

\u0423 \u043d\u0430\u0441\u0442\u0443\u043f\u043d\u043e\u043c\u0443 \u043f\u0440\u0438\u043a\u043b\u0430\u0434\u0456 \u043f\u043e\u043a\u0430\u0437\u0430\u043d\u043e, \u044f\u043a \u0432\u0438\u043a\u043e\u043d\u0430\u0442\u0438 \u043a\u0432\u0430\u043d\u0442\u0438\u043b\u044c\u043d\u0443 \u043d\u043e\u0440\u043c\u0430\u043b\u0456\u0437\u0430\u0446\u0456\u044e \u0432 R.<\/span><\/p>\n

\u041f\u0440\u0438\u043a\u043b\u0430\u0434: \u043a\u0432\u0430\u043d\u0442\u0438\u043b\u044c\u043d\u0430 \u043d\u043e\u0440\u043c\u0430\u043b\u0456\u0437\u0430\u0446\u0456\u044f \u0432 R<\/strong><\/span><\/h3>\n

\u041f\u0440\u0438\u043f\u0443\u0441\u0442\u0456\u043c\u043e, \u043c\u0438 \u0441\u0442\u0432\u043e\u0440\u044e\u0454\u043c\u043e \u043d\u0430\u0441\u0442\u0443\u043f\u043d\u0438\u0439 \u043a\u0430\u0434\u0440 \u0434\u0430\u043d\u0438\u0445 \u0443 R, \u044f\u043a\u0438\u0439 \u043c\u0456\u0441\u0442\u0438\u0442\u044c \u0434\u0432\u0430 \u0441\u0442\u043e\u0432\u043f\u0446\u0456:<\/span><\/p>\n

 #make this example reproducible\n<\/span>set. seeds<\/span> (0)\n\n#create data frame with two columns\n<\/span>df <- data. frame<\/span> (x=rnorm(1000),\n                 y=rnorm(1000))\n\n#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
 #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
 \u0417\u0432\u0435\u0440\u043d\u0456\u0442\u044c \u0443\u0432\u0430\u0433\u0443, \u0449\u043e x \u0456 y \u043c\u0430\u044e\u0442\u044c \u0441\u0445\u043e\u0436\u0456 \u0437\u043d\u0430\u0447\u0435\u043d\u043d\u044f \u0434\u043b\u044f \u043a\u0432\u0430\u043d\u0442\u0438\u043b\u0456\u0432, \u0430\u043b\u0435 \u043d\u0435 \u0456\u0434\u0435\u043d\u0442\u0438\u0447\u043d\u0456 \u0437\u043d\u0430\u0447\u0435\u043d\u043d\u044f.<\/span><\/p>\n
 \u041d\u0430\u043f\u0440\u0438\u043a\u043b\u0430\u0434, \u0437\u043d\u0430\u0447\u0435\u043d\u043d\u044f 25-\u0433\u043e \u043f\u0440\u043e\u0446\u0435\u043d\u0442\u0438\u043b\u044f \u0434\u043b\u044f x \u0441\u0442\u0430\u043d\u043e\u0432\u0438\u0442\u044c -0,708<\/strong> , \u0430 \u0437\u043d\u0430\u0447\u0435\u043d\u043d\u044f 25-\u0433\u043e \u043f\u0440\u043e\u0446\u0435\u043d\u0442\u0438\u043b\u044f \u0434\u043b\u044f y \u0441\u0442\u0430\u043d\u043e\u0432\u0438\u0442\u044c -0,7333<\/strong> .<\/span><\/p>\n
 \u0429\u043e\u0431 \u0432\u0438\u043a\u043e\u043d\u0430\u0442\u0438 \u043a\u0432\u0430\u043d\u0442\u0438\u043b\u044c\u043d\u0443 \u043d\u043e\u0440\u043c\u0430\u043b\u0456\u0437\u0430\u0446\u0456\u044e, \u043c\u0438 \u043c\u043e\u0436\u0435\u043c\u043e \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u0430\u0442\u0438 \u0444\u0443\u043d\u043a\u0446\u0456\u044e normalize.quantiles()<\/strong> \u0437 \u043f\u0430\u043a\u0435\u0442\u0430 preprocessCore<\/a> \u0432 R:<\/span><\/p>\n
 library<\/span> (preprocessCore)\n\n#perform quantile normalization\n<\/span>df_norm <- as. data<\/span> . frame<\/span> ( normalize.quantiles<\/span> ( as.matrix<\/span> (df)))\n\n#rename data frame columns\n<\/span>names(df_norm) <- c(' x<\/span> ', ' y<\/span> ')\n\n#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
 \u041f\u043e\u0442\u0456\u043c \u043c\u0438 \u043c\u043e\u0436\u0435\u043c\u043e \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u0430\u0442\u0438 \u0442\u0430\u043a\u0438\u0439 \u043a\u043e\u0434, \u0449\u043e\u0431 \u0437\u043d\u043e\u0432\u0443 \u043e\u0431\u0447\u0438\u0441\u043b\u0438\u0442\u0438 \u043a\u0432\u0430\u043d\u0442\u0438\u043b\u0456 \u0434\u043b\u044f x \u0456 y:<\/span><\/p>\n
 #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
 \u0417\u0430\u0443\u0432\u0430\u0436\u0442\u0435, \u0449\u043e \u043a\u0432\u0430\u043d\u0442\u0438\u043b\u0456 \u0442\u0435\u043f\u0435\u0440 \u043e\u0434\u043d\u0430\u043a\u043e\u0432\u0456 \u0434\u043b\u044f x \u0456 y.<\/span><\/p>\n
 \u041c\u0438 \u0431 \u0441\u043a\u0430\u0437\u0430\u043b\u0438, \u0449\u043e x \u0456 y \u0431\u0443\u043b\u0438 \u043a\u0432\u0430\u043d\u0442\u0438\u043b\u044c\u043d\u043e \u043d\u043e\u0440\u043c\u0430\u043b\u0456\u0437\u043e\u0432\u0430\u043d\u0456. \u0406\u043d\u0448\u0438\u043c\u0438 \u0441\u043b\u043e\u0432\u0430\u043c\u0438, \u0434\u0432\u0430 \u0440\u043e\u0437\u043f\u043e\u0434\u0456\u043b\u0438 \u0442\u0435\u043f\u0435\u0440 \u0456\u0434\u0435\u043d\u0442\u0438\u0447\u043d\u0456 \u0437 \u0442\u043e\u0447\u043a\u0438 \u0437\u043e\u0440\u0443 \u0441\u0442\u0430\u0442\u0438\u0441\u0442\u0438\u0447\u043d\u0438\u0445 \u0432\u043b\u0430\u0441\u0442\u0438\u0432\u043e\u0441\u0442\u0435\u0439.<\/span><\/p>\n
 \u0414\u043e\u0434\u0430\u0442\u043a\u043e\u0432\u0456 \u0440\u0435\u0441\u0443\u0440\u0441\u0438<\/strong><\/span><\/h3>\n
 \u0423 \u043d\u0430\u0441\u0442\u0443\u043f\u043d\u0438\u0445 \u043f\u043e\u0441\u0456\u0431\u043d\u0438\u043a\u0430\u0445 \u043f\u043e\u044f\u0441\u043d\u044e\u0454\u0442\u044c\u0441\u044f, \u044f\u043a \u0432\u0438\u043a\u043e\u043d\u0443\u0432\u0430\u0442\u0438 \u0456\u043d\u0448\u0456 \u0442\u0438\u043f\u043e\u0432\u0456 \u0437\u0430\u0432\u0434\u0430\u043d\u043d\u044f \u0432 R:<\/span><\/p>\n
 \u042f\u043a \u043d\u043e\u0440\u043c\u0430\u043b\u0456\u0437\u0443\u0432\u0430\u0442\u0438 \u0434\u0430\u043d\u0456 \u0432 R<\/a>
 \u042f\u043a \u043e\u0431\u0447\u0438\u0441\u043b\u0438\u0442\u0438 \u043f\u0440\u043e\u0446\u0435\u043d\u0442\u0438\u043b\u044c \u0443 R<\/a>
 \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<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"
\u0423 \u0441\u0442\u0430\u0442\u0438\u0441\u0442\u0438\u0446\u0456 \u043a\u0432\u0430\u043d\u0442\u0438\u043b\u044c\u043d\u0430 \u043d\u043e\u0440\u043c\u0430\u043b\u0456\u0437\u0430\u0446\u0456\u044f \u2014 \u0446\u0435 \u043c\u0435\u0442\u043e\u0434, \u044f\u043a\u0438\u0439 \u0440\u043e\u0431\u0438\u0442\u044c \u0434\u0432\u0430 \u0440\u043e\u0437\u043f\u043e\u0434\u0456\u043b\u0438 \u0456\u0434\u0435\u043d\u0442\u0438\u0447\u043d\u0438\u043c\u0438 \u0437 \u0442\u043e\u0447\u043a\u0438 \u0437\u043e\u0440\u0443 \u0441\u0442\u0430\u0442\u0438\u0441\u0442\u0438\u0447\u043d\u0438\u0445 \u0432\u043b\u0430\u0441\u0442\u0438\u0432\u043e\u0441\u0442\u0435\u0439. \u0423 \u043d\u0430\u0441\u0442\u0443\u043f\u043d\u043e\u043c\u0443 \u043f\u0440\u0438\u043a\u043b\u0430\u0434\u0456 \u043f\u043e\u043a\u0430\u0437\u0430\u043d\u043e, \u044f\u043a \u0432\u0438\u043a\u043e\u043d\u0430\u0442\u0438 \u043a\u0432\u0430\u043d\u0442\u0438\u043b\u044c\u043d\u0443 \u043d\u043e\u0440\u043c\u0430\u043b\u0456\u0437\u0430\u0446\u0456\u044e \u0432 R. \u041f\u0440\u0438\u043a\u043b\u0430\u0434: \u043a\u0432\u0430\u043d\u0442\u0438\u043b\u044c\u043d\u0430 \u043d\u043e\u0440\u043c\u0430\u043b\u0456\u0437\u0430\u0446\u0456\u044f \u0432 R \u041f\u0440\u0438\u043f\u0443\u0441\u0442\u0456\u043c\u043e, \u043c\u0438 \u0441\u0442\u0432\u043e\u0440\u044e\u0454\u043c\u043e \u043d\u0430\u0441\u0442\u0443\u043f\u043d\u0438\u0439 \u043a\u0430\u0434\u0440 \u0434\u0430\u043d\u0438\u0445 \u0443 R, \u044f\u043a\u0438\u0439 \u043c\u0456\u0441\u0442\u0438\u0442\u044c \u0434\u0432\u0430 \u0441\u0442\u043e\u0432\u043f\u0446\u0456: #make this example reproducible set. seeds (0) #create data frame with […]<\/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":"\n\u042f\u043a \u0432\u0438\u043a\u043e\u043d\u0430\u0442\u0438 \u043a\u0432\u0430\u043d\u0442\u0438\u043b\u044c\u043d\u0443 \u043d\u043e\u0440\u043c\u0430\u043b\u0456\u0437\u0430\u0446\u0456\u044e \u0432 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\u043d\u0430\u0442\u0438 \u043a\u0432\u0430\u043d\u0442\u0438\u043b\u044c\u043d\u0443 \u043d\u043e\u0440\u043c\u0430\u043b\u0456\u0437\u0430\u0446\u0456\u044e \u0432 R, \u0456\u0437 \u043f\u043e\u0432\u043d\u0438\u043c \u043f\u0440\u0438\u043a\u043b\u0430\u0434\u043e\u043c.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/statorials.org\/uk\/\u043a\u0432\u0430\u043d\u0442\u0438\u043b\u044c\u043d\u0430-\u043d\u043e\u0440\u043c\u0430\u043b\u0456\u0437\u0430\u0446\u0456\u044f-\u0432-r\/\" \/>\n<meta property=\"og:locale\" content=\"uk_UA\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u042f\u043a \u0432\u0438\u043a\u043e\u043d\u0430\u0442\u0438 \u043a\u0432\u0430\u043d\u0442\u0438\u043b\u044c\u043d\u0443 \u043d\u043e\u0440\u043c\u0430\u043b\u0456\u0437\u0430\u0446\u0456\u044e \u0432 R - Statorials\" \/>\n<meta property=\"og: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\u043d\u0430\u0442\u0438 \u043a\u0432\u0430\u043d\u0442\u0438\u043b\u044c\u043d\u0443 \u043d\u043e\u0440\u043c\u0430\u043b\u0456\u0437\u0430\u0446\u0456\u044e \u0432 R, \u0456\u0437 \u043f\u043e\u0432\u043d\u0438\u043c \u043f\u0440\u0438\u043a\u043b\u0430\u0434\u043e\u043c.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/uk\/\u043a\u0432\u0430\u043d\u0442\u0438\u043b\u044c\u043d\u0430-\u043d\u043e\u0440\u043c\u0430\u043b\u0456\u0437\u0430\u0446\u0456\u044f-\u0432-r\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-21T18:14:57+00:00\" \/>\n<meta name=\"author\" content=\"\u0420\u0435\u0434\u0430\u043a\u0446\u0456\u044f\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u041d\u0430\u043f\u0438\u0441\u0430\u043d\u043e\" \/>\n\t<meta name=\"twitter:data1\" content=\"\u0420\u0435\u0434\u0430\u043a\u0446\u0456\u044f\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u041f\u0440\u0438\u0431\u043b. \u0447\u0430\u0441 \u0447\u0438\u0442\u0430\u043d\u043d\u044f\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 \u0445\u0432\u0438\u043b\u0438\u043d\u0430\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/statorials.org\/uk\/%d0%ba%d0%b2%d0%b0%d0%bd%d1%82%d0%b8%d0%bb%d1%8c%d0%bd%d0%b0-%d0%bd%d0%be%d1%80%d0%bc%d0%b0%d0%bb%d1%96%d0%b7%d0%b0%d1%86%d1%96%d1%8f-%d0%b2-r\/\",\"url\":\"https:\/\/statorials.org\/uk\/%d0%ba%d0%b2%d0%b0%d0%bd%d1%82%d0%b8%d0%bb%d1%8c%d0%bd%d0%b0-%d0%bd%d0%be%d1%80%d0%bc%d0%b0%d0%bb%d1%96%d0%b7%d0%b0%d1%86%d1%96%d1%8f-%d0%b2-r\/\",\"name\":\"\u042f\u043a \u0432\u0438\u043a\u043e\u043d\u0430\u0442\u0438 \u043a\u0432\u0430\u043d\u0442\u0438\u043b\u044c\u043d\u0443 \u043d\u043e\u0440\u043c\u0430\u043b\u0456\u0437\u0430\u0446\u0456\u044e \u0432 R - Statorials\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/uk\/#website\"},\"datePublished\":\"2023-07-21T18:14:57+00:00\",\"dateModified\":\"2023-07-21T18:14:57+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/uk\/#\/schema\/person\/2affa1a5da08a4b61ab4becd078c191a\"},\"description\":\"\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\u043d\u0430\u0442\u0438 \u043a\u0432\u0430\u043d\u0442\u0438\u043b\u044c\u043d\u0443 \u043d\u043e\u0440\u043c\u0430\u043b\u0456\u0437\u0430\u0446\u0456\u044e \u0432 R, \u0456\u0437 \u043f\u043e\u0432\u043d\u0438\u043c \u043f\u0440\u0438\u043a\u043b\u0430\u0434\u043e\u043c.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/uk\/%d0%ba%d0%b2%d0%b0%d0%bd%d1%82%d0%b8%d0%bb%d1%8c%d0%bd%d0%b0-%d0%bd%d0%be%d1%80%d0%bc%d0%b0%d0%bb%d1%96%d0%b7%d0%b0%d1%86%d1%96%d1%8f-%d0%b2-r\/#breadcrumb\"},\"inLanguage\":\"uk\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/uk\/%d0%ba%d0%b2%d0%b0%d0%bd%d1%82%d0%b8%d0%bb%d1%8c%d0%bd%d0%b0-%d0%bd%d0%be%d1%80%d0%bc%d0%b0%d0%bb%d1%96%d0%b7%d0%b0%d1%86%d1%96%d1%8f-%d0%b2-r\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/uk\/%d0%ba%d0%b2%d0%b0%d0%bd%d1%82%d0%b8%d0%bb%d1%8c%d0%bd%d0%b0-%d0%bd%d0%be%d1%80%d0%bc%d0%b0%d0%bb%d1%96%d0%b7%d0%b0%d1%86%d1%96%d1%8f-%d0%b2-r\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u0434\u043e\u0434\u043e\u043c\u0443\",\"item\":\"https:\/\/statorials.org\/uk\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\u042f\u043a \u0432\u0438\u043a\u043e\u043d\u0430\u0442\u0438 \u043a\u0432\u0430\u043d\u0442\u0438\u043b\u044c\u043d\u0443 \u043d\u043e\u0440\u043c\u0430\u043b\u0456\u0437\u0430\u0446\u0456\u044e \u0432 r\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/statorials.org\/uk\/#website\",\"url\":\"https:\/\/statorials.org\/uk\/\",\"name\":\"Statorials\",\"description\":\"\u0412\u0430\u0448 \u043f\u0443\u0442\u0456\u0432\u043d\u0438\u043a \u0434\u043e \u0441\u0442\u0430\u0442\u0438\u0441\u0442\u0438\u0447\u043d\u043e\u0457 \u043a\u043e\u043c\u043f\u0435\u0442\u0435\u043d\u0442\u043d\u043e\u0441\u0442\u0456!\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/statorials.org\/uk\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"uk\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/statorials.org\/uk\/#\/schema\/person\/2affa1a5da08a4b61ab4becd078c191a\",\"name\":\"\u0420\u0435\u0434\u0430\u043a\u0446\u0456\u044f\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"uk\",\"@id\":\"https:\/\/statorials.org\/uk\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/statorials.org\/uk\/wp-content\/uploads\/2023\/11\/Dr.-Benjamin-Anderson-96x96.jpg\",\"contentUrl\":\"https:\/\/statorials.org\/uk\/wp-content\/uploads\/2023\/11\/Dr.-Benjamin-Anderson-96x96.jpg\",\"caption\":\"\u0420\u0435\u0434\u0430\u043a\u0446\u0456\u044f\"},\"description\":\"\u041f\u0440\u0438\u0432\u0456\u0442, \u044f \u0411\u0435\u043d\u0434\u0436\u0430\u043c\u0456\u043d, \u043f\u0440\u043e\u0444\u0435\u0441\u043e\u0440 \u0441\u0442\u0430\u0442\u0438\u0441\u0442\u0438\u043a\u0438 \u043d\u0430 \u043f\u0435\u043d\u0441\u0456\u0457, \u044f\u043a\u0438\u0439 \u0441\u0442\u0430\u0432 \u0432\u0438\u043a\u043b\u0430\u0434\u0430\u0447\u0435\u043c \u0441\u0442\u0430\u0442\u0438\u0441\u0442\u0438\u043a\u0438. \u041c\u0430\u044e\u0447\u0438 \u0432\u0435\u043b\u0438\u043a\u0438\u0439 \u0434\u043e\u0441\u0432\u0456\u0434 \u0456 \u0437\u043d\u0430\u043d\u043d\u044f \u0432 \u0433\u0430\u043b\u0443\u0437\u0456 \u0441\u0442\u0430\u0442\u0438\u0441\u0442\u0438\u043a\u0438, \u044f \u0433\u043e\u0442\u043e\u0432\u0438\u0439 \u043f\u043e\u0434\u0456\u043b\u0438\u0442\u0438\u0441\u044f \u0441\u0432\u043e\u0457\u043c\u0438 \u0437\u043d\u0430\u043d\u043d\u044f\u043c\u0438, \u0449\u043e\u0431 \u0440\u043e\u0437\u0448\u0438\u0440\u0438\u0442\u0438 \u043c\u043e\u0436\u043b\u0438\u0432\u043e\u0441\u0442\u0456 \u0441\u0442\u0443\u0434\u0435\u043d\u0442\u0456\u0432 \u0447\u0435\u0440\u0435\u0437 Statorials. \u0414\u0456\u0437\u043d\u0430\u0439\u0442\u0435\u0441\u044f \u0431\u0456\u043b\u044c\u0448\u0435\",\"sameAs\":[\"http:\/\/statorials.org\/uk\"]}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"\u042f\u043a \u0432\u0438\u043a\u043e\u043d\u0430\u0442\u0438 \u043a\u0432\u0430\u043d\u0442\u0438\u043b\u044c\u043d\u0443 \u043d\u043e\u0440\u043c\u0430\u043b\u0456\u0437\u0430\u0446\u0456\u044e \u0432 R - Statorials","description":"\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\u043d\u0430\u0442\u0438 \u043a\u0432\u0430\u043d\u0442\u0438\u043b\u044c\u043d\u0443 \u043d\u043e\u0440\u043c\u0430\u043b\u0456\u0437\u0430\u0446\u0456\u044e \u0432 R, \u0456\u0437 \u043f\u043e\u0432\u043d\u0438\u043c \u043f\u0440\u0438\u043a\u043b\u0430\u0434\u043e\u043c.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/statorials.org\/uk\/\u043a\u0432\u0430\u043d\u0442\u0438\u043b\u044c\u043d\u0430-\u043d\u043e\u0440\u043c\u0430\u043b\u0456\u0437\u0430\u0446\u0456\u044f-\u0432-r\/","og_locale":"uk_UA","og_type":"article","og_title":"\u042f\u043a \u0432\u0438\u043a\u043e\u043d\u0430\u0442\u0438 \u043a\u0432\u0430\u043d\u0442\u0438\u043b\u044c\u043d\u0443 \u043d\u043e\u0440\u043c\u0430\u043b\u0456\u0437\u0430\u0446\u0456\u044e \u0432 R - Statorials","og_description":"\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\u043d\u0430\u0442\u0438 \u043a\u0432\u0430\u043d\u0442\u0438\u043b\u044c\u043d\u0443 \u043d\u043e\u0440\u043c\u0430\u043b\u0456\u0437\u0430\u0446\u0456\u044e \u0432 R, \u0456\u0437 \u043f\u043e\u0432\u043d\u0438\u043c \u043f\u0440\u0438\u043a\u043b\u0430\u0434\u043e\u043c.","og_url":"https:\/\/statorials.org\/uk\/\u043a\u0432\u0430\u043d\u0442\u0438\u043b\u044c\u043d\u0430-\u043d\u043e\u0440\u043c\u0430\u043b\u0456\u0437\u0430\u0446\u0456\u044f-\u0432-r\/","og_site_name":"Statorials","article_published_time":"2023-07-21T18:14:57+00:00","author":"\u0420\u0435\u0434\u0430\u043a\u0446\u0456\u044f","twitter_card":"summary_large_image","twitter_misc":{"\u041d\u0430\u043f\u0438\u0441\u0430\u043d\u043e":"\u0420\u0435\u0434\u0430\u043a\u0446\u0456\u044f","\u041f\u0440\u0438\u0431\u043b. \u0447\u0430\u0441 \u0447\u0438\u0442\u0430\u043d\u043d\u044f":"1 \u0445\u0432\u0438\u043b\u0438\u043d\u0430"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/statorials.org\/uk\/%d0%ba%d0%b2%d0%b0%d0%bd%d1%82%d0%b8%d0%bb%d1%8c%d0%bd%d0%b0-%d0%bd%d0%be%d1%80%d0%bc%d0%b0%d0%bb%d1%96%d0%b7%d0%b0%d1%86%d1%96%d1%8f-%d0%b2-r\/","url":"https:\/\/statorials.org\/uk\/%d0%ba%d0%b2%d0%b0%d0%bd%d1%82%d0%b8%d0%bb%d1%8c%d0%bd%d0%b0-%d0%bd%d0%be%d1%80%d0%bc%d0%b0%d0%bb%d1%96%d0%b7%d0%b0%d1%86%d1%96%d1%8f-%d0%b2-r\/","name":"\u042f\u043a \u0432\u0438\u043a\u043e\u043d\u0430\u0442\u0438 \u043a\u0432\u0430\u043d\u0442\u0438\u043b\u044c\u043d\u0443 \u043d\u043e\u0440\u043c\u0430\u043b\u0456\u0437\u0430\u0446\u0456\u044e \u0432 R - Statorials","isPartOf":{"@id":"https:\/\/statorials.org\/uk\/#website"},"datePublished":"2023-07-21T18:14:57+00:00","dateModified":"2023-07-21T18:14:57+00:00","author":{"@id":"https:\/\/statorials.org\/uk\/#\/schema\/person\/2affa1a5da08a4b61ab4becd078c191a"},"description":"\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\u043d\u0430\u0442\u0438 \u043a\u0432\u0430\u043d\u0442\u0438\u043b\u044c\u043d\u0443 \u043d\u043e\u0440\u043c\u0430\u043b\u0456\u0437\u0430\u0446\u0456\u044e \u0432 R, \u0456\u0437 \u043f\u043e\u0432\u043d\u0438\u043c \u043f\u0440\u0438\u043a\u043b\u0430\u0434\u043e\u043c.","breadcrumb":{"@id":"https:\/\/statorials.org\/uk\/%d0%ba%d0%b2%d0%b0%d0%bd%d1%82%d0%b8%d0%bb%d1%8c%d0%bd%d0%b0-%d0%bd%d0%be%d1%80%d0%bc%d0%b0%d0%bb%d1%96%d0%b7%d0%b0%d1%86%d1%96%d1%8f-%d0%b2-r\/#breadcrumb"},"inLanguage":"uk","potentialAction":[{"@type":"ReadAction","target":["https:\/\/statorials.org\/uk\/%d0%ba%d0%b2%d0%b0%d0%bd%d1%82%d0%b8%d0%bb%d1%8c%d0%bd%d0%b0-%d0%bd%d0%be%d1%80%d0%bc%d0%b0%d0%bb%d1%96%d0%b7%d0%b0%d1%86%d1%96%d1%8f-%d0%b2-r\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/statorials.org\/uk\/%d0%ba%d0%b2%d0%b0%d0%bd%d1%82%d0%b8%d0%bb%d1%8c%d0%bd%d0%b0-%d0%bd%d0%be%d1%80%d0%bc%d0%b0%d0%bb%d1%96%d0%b7%d0%b0%d1%86%d1%96%d1%8f-%d0%b2-r\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u0434\u043e\u0434\u043e\u043c\u0443","item":"https:\/\/statorials.org\/uk\/"},{"@type":"ListItem","position":2,"name":"\u042f\u043a \u0432\u0438\u043a\u043e\u043d\u0430\u0442\u0438 \u043a\u0432\u0430\u043d\u0442\u0438\u043b\u044c\u043d\u0443 \u043d\u043e\u0440\u043c\u0430\u043b\u0456\u0437\u0430\u0446\u0456\u044e \u0432 r"}]},{"@type":"WebSite","@id":"https:\/\/statorials.org\/uk\/#website","url":"https:\/\/statorials.org\/uk\/","name":"Statorials","description":"\u0412\u0430\u0448 \u043f\u0443\u0442\u0456\u0432\u043d\u0438\u043a \u0434\u043e \u0441\u0442\u0430\u0442\u0438\u0441\u0442\u0438\u0447\u043d\u043e\u0457 \u043a\u043e\u043c\u043f\u0435\u0442\u0435\u043d\u0442\u043d\u043e\u0441\u0442\u0456!","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/statorials.org\/uk\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"uk"},{"@type":"Person","@id":"https:\/\/statorials.org\/uk\/#\/schema\/person\/2affa1a5da08a4b61ab4becd078c191a","name":"\u0420\u0435\u0434\u0430\u043a\u0446\u0456\u044f","image":{"@type":"ImageObject","inLanguage":"uk","@id":"https:\/\/statorials.org\/uk\/#\/schema\/person\/image\/","url":"https:\/\/statorials.org\/uk\/wp-content\/uploads\/2023\/11\/Dr.-Benjamin-Anderson-96x96.jpg","contentUrl":"https:\/\/statorials.org\/uk\/wp-content\/uploads\/2023\/11\/Dr.-Benjamin-Anderson-96x96.jpg","caption":"\u0420\u0435\u0434\u0430\u043a\u0446\u0456\u044f"},"description":"\u041f\u0440\u0438\u0432\u0456\u0442, \u044f \u0411\u0435\u043d\u0434\u0436\u0430\u043c\u0456\u043d, \u043f\u0440\u043e\u0444\u0435\u0441\u043e\u0440 \u0441\u0442\u0430\u0442\u0438\u0441\u0442\u0438\u043a\u0438 \u043d\u0430 \u043f\u0435\u043d\u0441\u0456\u0457, \u044f\u043a\u0438\u0439 \u0441\u0442\u0430\u0432 \u0432\u0438\u043a\u043b\u0430\u0434\u0430\u0447\u0435\u043c \u0441\u0442\u0430\u0442\u0438\u0441\u0442\u0438\u043a\u0438. \u041c\u0430\u044e\u0447\u0438 \u0432\u0435\u043b\u0438\u043a\u0438\u0439 \u0434\u043e\u0441\u0432\u0456\u0434 \u0456 \u0437\u043d\u0430\u043d\u043d\u044f \u0432 \u0433\u0430\u043b\u0443\u0437\u0456 \u0441\u0442\u0430\u0442\u0438\u0441\u0442\u0438\u043a\u0438, \u044f \u0433\u043e\u0442\u043e\u0432\u0438\u0439 \u043f\u043e\u0434\u0456\u043b\u0438\u0442\u0438\u0441\u044f \u0441\u0432\u043e\u0457\u043c\u0438 \u0437\u043d\u0430\u043d\u043d\u044f\u043c\u0438, \u0449\u043e\u0431 \u0440\u043e\u0437\u0448\u0438\u0440\u0438\u0442\u0438 \u043c\u043e\u0436\u043b\u0438\u0432\u043e\u0441\u0442\u0456 \u0441\u0442\u0443\u0434\u0435\u043d\u0442\u0456\u0432 \u0447\u0435\u0440\u0435\u0437 Statorials. \u0414\u0456\u0437\u043d\u0430\u0439\u0442\u0435\u0441\u044f \u0431\u0456\u043b\u044c\u0448\u0435","sameAs":["http:\/\/statorials.org\/uk"]}]}},"yoast_meta":{"yoast_wpseo_title":"","yoast_wpseo_metadesc":"","yoast_wpseo_canonical":""},"_links":{"self":[{"href":"https:\/\/statorials.org\/uk\/wp-json\/wp\/v2\/posts\/2553"}],"collection":[{"href":"https:\/\/statorials.org\/uk\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/statorials.org\/uk\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/statorials.org\/uk\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/statorials.org\/uk\/wp-json\/wp\/v2\/comments?post=2553"}],"version-history":[{"count":0,"href":"https:\/\/statorials.org\/uk\/wp-json\/wp\/v2\/posts\/2553\/revisions"}],"wp:attachment":[{"href":"https:\/\/statorials.org\/uk\/wp-json\/wp\/v2\/media?parent=2553"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/statorials.org\/uk\/wp-json\/wp\/v2\/categories?post=2553"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/statorials.org\/uk\/wp-json\/wp\/v2\/tags?post=2553"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
 \u041c\u0438 \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\u0457 sapply()<\/a> \u0456 quantile()<\/a> , \u0449\u043e\u0431 \u043e\u0431\u0447\u0438\u0441\u043b\u0438\u0442\u0438 \u043a\u0432\u0430\u043d\u0442\u0438\u043b\u0456 \u0434\u043b\u044f x \u0456 y:<\/span><\/p>\n