{"id":510,"date":"2023-07-29T16:08:42","date_gmt":"2023-07-29T16:08:42","guid":{"rendered":"https:\/\/statorials.org\/ar\/%d8%a7%d9%84%d9%86%d8%b3%d8%a8-%d8%a7%d9%84%d9%85%d9%8a%d9%94%d9%88%d9%8a%d8%a9-%d9%81%d9%8a-%d8%b5\/"},"modified":"2023-07-29T16:08:42","modified_gmt":"2023-07-29T16:08:42","slug":"%d8%a7%d9%84%d9%86%d8%b3%d8%a8-%d8%a7%d9%84%d9%85%d9%8a%d9%94%d9%88%d9%8a%d8%a9-%d9%81%d9%8a-%d8%b5","status":"publish","type":"post","link":"https:\/\/statorials.org\/ar\/%d8%a7%d9%84%d9%86%d8%b3%d8%a8-%d8%a7%d9%84%d9%85%d9%8a%d9%94%d9%88%d9%8a%d8%a9-%d9%81%d9%8a-%d8%b5\/","title":{"rendered":"\u0643\u064a\u0641\u064a\u0629 \u062d\u0633\u0627\u0628 \u0627\u0644\u0646\u0633\u0628 \u0627\u0644\u0645\u0626\u0648\u064a\u0629 \u0628\u0633\u0647\u0648\u0644\u0629 \u0641\u064a \u0644\u063a\u0629 r (\u0645\u0639 \u0623\u0645\u062b\u0644\u0629)"},"content":{"rendered":"<p><\/p>\n<hr>\n<p style=\";text-align:right;direction:rtl\"><span style=\"color: #000000;\"><strong>\u0627\u0644\u0646\u0633\u0628\u0629<\/strong> <sup>\u0627\u0644\u0645\u0626\u0648\u064a\u0629 n<\/sup> \u0644\u0645\u062c\u0645\u0648\u0639\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0647\u064a \u0627\u0644\u0642\u064a\u0645\u0629 \u0627\u0644\u062a\u064a \u062a\u0642\u0637\u0639 \u0627\u0644\u0646\u0633\u0628\u0629 \u0627\u0644\u0645\u0626\u0648\u064a\u0629 <em>\u0627\u0644\u0623\u0648\u0644\u0649<\/em> \u0645\u0646 \u0642\u064a\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0639\u0646\u062f \u0641\u0631\u0632 \u062c\u0645\u064a\u0639 \u0627\u0644\u0642\u064a\u0645 \u0645\u0646 \u0627\u0644\u0623\u0635\u063a\u0631 \u0625\u0644\u0649 \u0627\u0644\u0623\u0643\u0628\u0631.<\/span><\/p>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644\u060c \u0627\u0644\u0646\u0633\u0628\u0629 \u0627\u0644\u0645\u0626\u0648\u064a\u0629 \u0627\u0644\u062a\u0633\u0639\u0648\u0646 \u0644\u0645\u062c\u0645\u0648\u0639\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0647\u064a \u0627\u0644\u0642\u064a\u0645\u0629 \u0627\u0644\u062a\u064a \u062a\u0641\u0635\u0644 90% \u0645\u0646 \u0642\u064a\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0639\u0646 \u0623\u0639\u0644\u0649 10% \u0645\u0646 \u0642\u064a\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a.<\/span><\/p>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u0625\u062d\u062f\u0649 \u0627\u0644\u0646\u0633\u0628 \u0627\u0644\u0645\u0626\u0648\u064a\u0629 \u0627\u0644\u0623\u0643\u062b\u0631 \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u064b\u0627 \u0647\u064a \u0627\u0644\u0646\u0633\u0628\u0629 \u0627\u0644\u0645\u0626\u0648\u064a\u0629 \u0627\u0644\u062e\u0645\u0633\u064a\u0646\u060c \u0648\u0627\u0644\u062a\u064a \u062a\u0645\u062b\u0644 \u0627\u0644\u0642\u064a\u0645\u0629 \u0627\u0644\u0645\u062a\u0648\u0633\u0637\u0629 \u0644\u0645\u062c\u0645\u0648\u0639\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a: \u0647\u0630\u0647 \u0647\u064a \u0627\u0644\u0642\u064a\u0645\u0629 \u0627\u0644\u062a\u064a \u062a\u0642\u0639 \u0639\u0646\u062f\u0647\u0627 50\u066a \u0645\u0646 \u062c\u0645\u064a\u0639 \u0642\u064a\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0623\u062f\u0646\u0627\u0647.<\/span><\/p>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u064a\u0645\u0643\u0646 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0646\u0633\u0628 \u0627\u0644\u0645\u0626\u0648\u064a\u0629 \u0644\u0644\u0625\u062c\u0627\u0628\u0629 \u0639\u0644\u0649 \u0623\u0633\u0626\u0644\u0629 \u0645\u062b\u0644:<\/span><\/p>\n<ul style=\";text-align:right;direction:rtl\">\n<li style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><strong>\u0645\u0627 \u0647\u064a \u0627\u0644\u062f\u0631\u062c\u0629 \u0627\u0644\u062a\u064a \u064a\u062d\u062a\u0627\u062c\u0647\u0627 \u0627\u0644\u0637\u0627\u0644\u0628 \u0641\u064a \u0627\u062e\u062a\u0628\u0627\u0631 \u0645\u0639\u064a\u0646 \u0644\u064a\u0643\u0648\u0646 \u0636\u0645\u0646 \u0623\u0641\u0636\u0644 10%\u061f<\/strong> \u0644\u0644\u0625\u062c\u0627\u0628\u0629 \u0639\u0644\u0649 \u0647\u0630\u0627 \u0627\u0644\u0633\u0624\u0627\u0644\u060c \u0633\u0646\u0648\u062c\u062f \u0627\u0644\u0646\u0633\u0628\u0629 \u0627\u0644\u0645\u0626\u0648\u064a\u0629 \u0627\u0644\u062a\u0633\u0639\u064a\u0646 \u0645\u0646 \u062c\u0645\u064a\u0639 \u0627\u0644\u062f\u0631\u062c\u0627\u062a\u060c \u0648\u0647\u064a \u0627\u0644\u0642\u064a\u0645\u0629 \u0627\u0644\u062a\u064a \u062a\u0641\u0635\u0644 \u0628\u064a\u0646 \u0623\u062f\u0646\u0649 90% \u0645\u0646 \u0623\u0639\u0644\u0649 10%.<\/span><\/li>\n<li style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><strong>\u0645\u0627 \u0627\u0644\u0627\u0631\u062a\u0641\u0627\u0639\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0634\u0645\u0644 \u0645\u062a\u0648\u0633\u0637 \u0646\u0635\u0641 \u0637\u0648\u0644 \u0627\u0644\u0637\u0644\u0627\u0628 \u0641\u064a \u0645\u062f\u0631\u0633\u0629 \u0645\u0639\u064a\u0646\u0629\u061f<\/strong> \u0644\u0644\u0625\u062c\u0627\u0628\u0629 \u0639\u0644\u0649 \u0647\u0630\u0627 \u0627\u0644\u0633\u0624\u0627\u0644 \u0646\u062c\u062f \u0627\u0644\u0645\u0626\u064a\u0646 75 \u0644\u0644\u0627\u0631\u062a\u0641\u0627\u0639\u0627\u062a \u0648\u0627\u0644\u0645\u0626\u064a\u0646 25 \u0644\u0644\u0627\u0631\u062a\u0641\u0627\u0639\u0627\u062a\u060c \u0648\u0647\u0645\u0627 \u0627\u0644\u0642\u064a\u0645\u062a\u0627\u0646 \u0627\u0644\u0644\u062a\u0627\u0646 \u062a\u062d\u062f\u062f\u0627\u0646 \u0627\u0644\u062d\u062f\u0648\u062f \u0627\u0644\u0639\u0644\u064a\u0627 \u0648\u0627\u0644\u0633\u0641\u0644\u0649 \u0644\u0640 50% \u0627\u0644\u0648\u0633\u0637\u0649 \u0645\u0646 \u0627\u0644\u0627\u0631\u062a\u0641\u0627\u0639\u0627\u062a.<\/span><\/li>\n<\/ul>\n<h2 style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><strong>\u0643\u064a\u0641\u064a\u0629 \u062d\u0633\u0627\u0628 \u0627\u0644\u0646\u0633\u0628 \u0627\u0644\u0645\u0626\u0648\u064a\u0629 \u0641\u064a R<\/strong><\/span><\/h2>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u064a\u0645\u0643\u0646\u0646\u0627 \u0628\u0633\u0647\u0648\u0644\u0629 \u062d\u0633\u0627\u0628 \u0627\u0644\u0646\u0633\u0628 \u0627\u0644\u0645\u0626\u0648\u064a\u0629 \u0641\u064a R \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062f\u0627\u0644\u0629 <strong>quantile()<\/strong> \u060c \u0648\u0627\u0644\u062a\u064a \u062a\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0635\u064a\u063a\u0629 \u0627\u0644\u062a\u0627\u0644\u064a\u0629:<\/span><\/p>\n<p style=\"text-align: center;;text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><strong>\u0627\u0644\u0643\u0645\u064a<\/strong> (x\u060c probs = seq(0\u060c 1\u060c 0.25))<\/span><\/p>\n<ul style=\";text-align:right;direction:rtl\">\n<li style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><strong>x:<\/strong> \u0645\u062a\u062c\u0647 \u0639\u062f\u062f\u064a \u0646\u0631\u064a\u062f \u0625\u064a\u062c\u0627\u062f \u0646\u0633\u0628\u0647 \u0627\u0644\u0645\u0626\u0648\u064a\u0629<\/span><\/li>\n<li style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><strong>probs:<\/strong> \u0645\u062a\u062c\u0647 \u0639\u062f\u062f\u064a \u0644\u0644\u0627\u062d\u062a\u0645\u0627\u0644\u0627\u062a \u0641\u064a [0,1] \u064a\u0645\u062b\u0644 \u0627\u0644\u0646\u0633\u0628 \u0627\u0644\u0645\u0626\u0648\u064a\u0629 \u0627\u0644\u062a\u064a \u0646\u0631\u063a\u0628 \u0641\u064a \u0627\u0644\u0639\u062b\u0648\u0631 \u0639\u0644\u064a\u0647\u0627<\/span><\/li>\n<\/ul>\n<h3 style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><strong>\u0627\u0644\u0639\u062b\u0648\u0631 \u0639\u0644\u0649 \u0627\u0644\u0646\u0633\u0628 \u0627\u0644\u0645\u0626\u0648\u064a\u0629 \u0644\u0644\u0645\u062a\u062c\u0647<\/strong><\/span><\/h3>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u064a\u0648\u0636\u062d \u0627\u0644\u0643\u0648\u062f \u0627\u0644\u062a\u0627\u0644\u064a \u0643\u064a\u0641\u064a\u0629 \u0627\u0644\u0639\u062b\u0648\u0631 \u0639\u0644\u0649 \u0646\u0633\u0628 \u0645\u0626\u0648\u064a\u0629 \u0645\u062e\u062a\u0644\u0641\u0629 \u0644\u0645\u062a\u062c\u0647 \u0645\u0639\u064a\u0646 \u0641\u064a R:<\/span><\/p>\n<pre style=\"background-color: #e5e5e5; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create vector of 100 random values uniformly distributed between 0 and 500\n<\/span>data &lt;- runif(100, 0, 500)\n\n<span style=\"color: #008080;\">#Find the quartiles (25th, 50th, and 75th percentiles) of the vector\n<\/span><span style=\"color: #800080;\">quantile<\/span> (data, probs = c(.25, .5, .75))\n\n# 25% 50% 75% \n#97.78961 225.07593 356.47943 \n\n<span style=\"color: #008080;\">#Find the deciles (10th, 20th, 30th, ..., 90th percentiles) of the vector\n<\/span><span style=\"color: #800080;\">quantile<\/span> (data, probs = seq(.1, .9, by = .1))\n\n# 10% 20% 30% 40% 50% 60% 70% 80% \n#45.92510 87.16659 129.49574 178.27989 225.07593 300.79690 337.84393 386.36108 \n#90% \n#423.28070\n\n<span style=\"color: #008080;\">#Find the 37th, 53rd, and 87th percentiles\n<\/span><span style=\"color: #800080;\">quantile<\/span> (data, probs = c(.37, .53, .87))\n\n# 37% 53% 87% \n#159.9561 239.8420 418.4787 \n<\/strong><\/pre>\n<h3 style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><strong>\u0627\u0644\u0639\u062b\u0648\u0631 \u0639\u0644\u0649 \u0627\u0644\u0646\u0633\u0628 \u0627\u0644\u0645\u0626\u0648\u064a\u0629 \u0644\u0639\u0645\u0648\u062f \u0625\u0637\u0627\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/strong><\/span><\/h3>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u0644\u062a\u0648\u0636\u064a\u062d \u0643\u064a\u0641\u064a\u0629 \u0627\u0644\u0639\u062b\u0648\u0631 \u0639\u0644\u0649 \u0627\u0644\u0646\u0633\u0628 \u0627\u0644\u0645\u0626\u0648\u064a\u0629 \u0644\u0639\u0645\u0648\u062f \u0625\u0637\u0627\u0631 \u0628\u064a\u0627\u0646\u0627\u062a \u0645\u062d\u062f\u062f\u060c \u0633\u0646\u0633\u062a\u062e\u062f\u0645 \u0645\u062c\u0645\u0648\u0639\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0636\u0645\u0646\u0629 <em>iris<\/em> :<\/span><\/p>\n<pre style=\"background-color: #e5e5e5; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#view first six rows of <em>iris<\/em> dataset\n<\/span>head(iris)\n\n  Sepal.Length Sepal.Width Petal.Length Petal.Width Species\n1 5.1 3.5 1.4 0.2 setosa\n2 4.9 3.0 1.4 0.2 setosa\n3 4.7 3.2 1.3 0.2 setosa\n4 4.6 3.1 1.5 0.2 setosa\n5 5.0 3.6 1.4 0.2 setosa\n6 5.4 3.9 1.7 0.4 setosa\n<\/strong><\/pre>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u064a\u0648\u0636\u062d \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u0629 \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0629 \u0627\u0644\u062a\u0627\u0644\u064a\u0629 \u0643\u064a\u0641\u064a\u0629 \u0627\u0644\u0639\u062b\u0648\u0631 \u0639\u0644\u0649 \u0627\u0644\u0642\u064a\u0645\u0629 \u0627\u0644\u0645\u0626\u0648\u064a\u0629 \u0627\u0644\u062a\u0633\u0639\u064a\u0646 \u0644\u0639\u0645\u0648\u062f <em>Sepal.Length<\/em> :<\/span><\/p>\n<pre style=\"background-color: #e5e5e5; font-size: 15px;\"> <strong><span style=\"color: #800080;\">quantile<\/span> (iris$Sepal.Length, probs = 0.9)\n\n#90% \n#6.9<\/strong><\/pre>\n<h3 style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><strong>\u0627\u0644\u0639\u062b\u0648\u0631 \u0639\u0644\u0649 \u0627\u0644\u0646\u0633\u0628 \u0627\u0644\u0645\u0626\u0648\u064a\u0629 \u0644\u0623\u0639\u0645\u062f\u0629 \u0625\u0637\u0627\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u062a\u0639\u062f\u062f\u0629<\/strong><\/span><\/h3>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u064a\u0645\u0643\u0646\u0646\u0627 \u0623\u064a\u0636\u064b\u0627 \u0627\u0644\u0639\u062b\u0648\u0631 \u0639\u0644\u0649 \u0627\u0644\u0646\u0633\u0628 \u0627\u0644\u0645\u0626\u0648\u064a\u0629 \u0644\u0623\u0639\u0645\u062f\u0629 \u0645\u062a\u0639\u062f\u062f\u0629 \u0645\u0631\u0629 \u0648\u0627\u062d\u062f\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062f\u0627\u0644\u0629 <a href=\"https:\/\/statorials.org\/ar\/\u062f\u0644\u064a\u0644-\u0644\u062a\u0637\u0628\u064a\u0642-lapply-sapply-\u0648tapply-\u0641\u064a-r\/\" target=\"_blank\" rel=\"noopener noreferrer\"><strong>application()<\/strong><\/a> :<\/span><\/p>\n<pre style=\"background-color: #e5e5e5; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#define columns we want to find percentiles for\n<\/span>small_iris&lt;- iris[, c('Sepal.Length', 'Sepal.Width', 'Petal.Length', 'Petal.Width')]\n\n<span style=\"color: #008080;\">#use <em>apply()<\/em> function to find 90th percentile for every column<\/span>\n<span style=\"color: #800080;\">apply<\/span> (small_iris, 2, function(x) quantile(x, probs = .9))\n\n#Sepal.Length Sepal.Width Petal.Length Petal.Width \n#6.90 3.61 5.80 2.20<\/strong><\/pre>\n<h3 style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><strong>\u0627\u0644\u0628\u062d\u062b \u0639\u0646 \u0627\u0644\u0646\u0633\u0628 \u0627\u0644\u0645\u0626\u0648\u064a\u0629 \u062d\u0633\u0628 \u0627\u0644\u0645\u062c\u0645\u0648\u0639\u0629<\/strong><\/span><\/h3>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u064a\u0645\u0643\u0646\u0646\u0627 \u0623\u064a\u0636\u064b\u0627 \u0627\u0644\u0639\u062b\u0648\u0631 \u0639\u0644\u0649 \u0627\u0644\u0646\u0633\u0628 \u0627\u0644\u0645\u0626\u0648\u064a\u0629 \u062d\u0633\u0628 \u0627\u0644\u0645\u062c\u0645\u0648\u0639\u0629 \u0641\u064a R \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062f\u0627\u0644\u0629 <strong>group_by()<\/strong> \u0645\u0646 \u0645\u0643\u062a\u0628\u0629 <a href=\"https:\/\/dplyr.tidyverse.org\/\" target=\"_blank\" rel=\"noopener noreferrer\"><strong>dplyr<\/strong><\/a> .<\/span><\/p>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u064a\u0648\u0636\u062d \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u0629 \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0629 \u0627\u0644\u062a\u0627\u0644\u064a\u0629 \u0643\u064a\u0641\u064a\u0629 \u0627\u0644\u0639\u062b\u0648\u0631 \u0639\u0644\u0649 \u0627\u0644\u0646\u0633\u0628\u0629 \u0627\u0644\u0645\u0626\u0648\u064a\u0629 \u0627\u0644\u062a\u0633\u0639\u064a\u0646 \u0645\u0646 <em>Sepal.Length<\/em> \u0644\u0643\u0644 \u0645\u0646<\/span><br \/> <span style=\"color: #000000;\">\u062b\u0644\u0627\u062b\u0629 \u0623\u0646\u0648\u0627\u0639 \u0641\u064a \u0645\u062c\u0645\u0648\u0639\u0629 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0642\u0632\u062d\u064a\u0629:<\/span><\/p>\n<pre style=\"background-color: #e5e5e5; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#load <em>dplyr<\/em> library<\/span>\nlibrary(dplyr)\n\n<span style=\"color: #008080;\">#find 90th percentile of <em>Sepal.Length<\/em> for each of the three species<\/span>\niris %&gt;%\n  <span style=\"color: #800080;\">group_by<\/span> (Species) %&gt;%\n  <span style=\"color: #800080;\">summarize<\/span> (percent90 = quantile(Sepal.Length, probs = .9))\n\n# A tibble: 3 x 2\n#Speciespercent90\n#            \n#1 setosa 5.41\n#2 versicolor 6.7 \n#3 virginica 7.61<\/strong><\/pre>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u064a\u0648\u0636\u062d \u0627\u0644\u0643\u0648\u062f \u0627\u0644\u062a\u0627\u0644\u064a \u0643\u064a\u0641\u064a\u0629 \u0627\u0644\u0639\u062b\u0648\u0631 \u0639\u0644\u0649 \u0627\u0644\u0646\u0633\u0628\u0629 \u0627\u0644\u0645\u0626\u0648\u064a\u0629 \u0627\u0644\u062a\u0633\u0639\u064a\u0646 \u0644\u062c\u0645\u064a\u0639 \u0627\u0644\u0645\u062a\u063a\u064a\u0631\u0627\u062a \u062d\u0633\u0628 \u0627\u0644\u0623\u0646\u0648\u0627\u0639:<\/span><\/p>\n<pre style=\"background-color: #e5e5e5; font-size: 15px;\"> <strong>iris %&gt;%\n  <span style=\"color: #800080;\">group_by<\/span> (Species) %&gt;%\n  <span style=\"color: #800080;\">summarize<\/span> (percent90_SL = quantile(Sepal.Length, probs = .9),\n            percent90_SW = quantile(Sepal.Width, probs = .9),\n            percent90_PL = quantile(Petal.Length, probs = .9),\n            percent90_PW = quantile(Petal.Width, probs = .9))\n\n# A tibble: 3 x 5\n# Species percent90_SL percent90_SW percent90_PL percent90_PW\n#                                      \n#1 setosa 5.41 3.9 1.7 0.4 \n#2 versicolor 6.7 3.11 4.8 1.51\n#3 virginica 7.61 3.31 6.31 2.4 \n<\/strong><\/pre>\n<h2 style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><strong>\u0639\u0631\u0636 \u0627\u0644\u0646\u0633\u0628 \u0627\u0644\u0645\u0626\u0648\u064a\u0629<\/strong><\/span><\/h2>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u0644\u0627 \u062a\u0648\u062c\u062f \u0648\u0638\u064a\u0641\u0629 \u0645\u062f\u0645\u062c\u0629 \u0644\u062a\u0635\u0648\u0631 \u0627\u0644\u0646\u0633\u0628 \u0627\u0644\u0645\u0626\u0648\u064a\u0629 \u0644\u0645\u062c\u0645\u0648\u0639\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0641\u064a R\u060c \u0648\u0644\u0643\u0646 \u064a\u0645\u0643\u0646\u0646\u0627 \u0625\u0646\u0634\u0627\u0621 \u0645\u062e\u0637\u0637 \u0644\u062a\u0635\u0648\u0631 \u0627\u0644\u0646\u0633\u0628 \u0627\u0644\u0645\u0626\u0648\u064a\u0629 \u0628\u0633\u0647\u0648\u0644\u0629 \u0646\u0633\u0628\u064a\u0629.<\/span><\/p>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u064a\u0648\u0636\u062d \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u0629 \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0629 \u0627\u0644\u062a\u0627\u0644\u064a\u0629 \u0643\u064a\u0641\u064a\u0629 \u0625\u0646\u0634\u0627\u0621 \u0645\u062e\u0637\u0637 \u0645\u0626\u0648\u064a \u0644\u0642\u064a\u0645 \u0628\u064a\u0627\u0646\u0627\u062a <em>Sepal.Length<\/em> \u0645\u0646 \u0645\u062c\u0645\u0648\u0639\u0629 \u0628\u064a\u0627\u0646\u0627\u062a <em>\u0627\u0644\u0642\u0632\u062d\u064a\u0629<\/em> :<\/span><\/p>\n<pre style=\"background-color: #e5e5e5; font-size: 15px;\"> <strong>n = length(iris$Sepal.Length)\nplot((1:n - 1)\/(n - 1), sort(iris$Sepal.Length), type=\"l\",\n  main = \"Visualizing Percentiles\",\n  xlab = \"Percentile\",\n  ylab = \"Value\")<\/strong><\/pre>\n<h3 style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><b>\u0645\u0635\u0627\u062f\u0631 \u0625\u0636\u0627\u0641\u064a\u0629<\/b><\/span><\/h3>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><a href=\"https:\/\/statorials.org\/ar\/\u062f\u0644\u064a\u0644-\u0644\u062a\u0637\u0628\u064a\u0642-lapply-sapply-\u0648tapply-\u0641\u064a-r\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u062f\u0644\u064a\u0644 \u0644\u062a\u0637\u0628\u064a\u0642 () \u0648lapply () \u0648sapply () \u0648tapply () \u0641\u064a R<\/a><br \/> <a href=\"https:\/\/statorials.org\/ar\/\u0637\u0641\u0631\u0629-\u0645\u0634\u0631\u0648\u0637\u0629-\u0635\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u0642\u0645 \u0628\u0625\u0646\u0634\u0627\u0621 \u0645\u062a\u063a\u064a\u0631\u0627\u062a \u062c\u062f\u064a\u062f\u0629 \u0641\u064a R \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 mutate() \u0648case_when()<\/a><strong><br \/><\/strong><\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u0627\u0644\u0646\u0633\u0628\u0629 \u0627\u0644\u0645\u0626\u0648\u064a\u0629 n \u0644\u0645\u062c\u0645\u0648\u0639\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0647\u064a \u0627\u0644\u0642\u064a\u0645\u0629 \u0627\u0644\u062a\u064a \u062a\u0642\u0637\u0639 \u0627\u0644\u0646\u0633\u0628\u0629 \u0627\u0644\u0645\u0626\u0648\u064a\u0629 \u0627\u0644\u0623\u0648\u0644\u0649 \u0645\u0646 \u0642\u064a\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0639\u0646\u062f \u0641\u0631\u0632 \u062c\u0645\u064a\u0639 \u0627\u0644\u0642\u064a\u0645 \u0645\u0646 \u0627\u0644\u0623\u0635\u063a\u0631 \u0625\u0644\u0649 \u0627\u0644\u0623\u0643\u0628\u0631. \u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644\u060c \u0627\u0644\u0646\u0633\u0628\u0629 \u0627\u0644\u0645\u0626\u0648\u064a\u0629 \u0627\u0644\u062a\u0633\u0639\u0648\u0646 \u0644\u0645\u062c\u0645\u0648\u0639\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0647\u064a \u0627\u0644\u0642\u064a\u0645\u0629 \u0627\u0644\u062a\u064a \u062a\u0641\u0635\u0644 90% \u0645\u0646 \u0642\u064a\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0639\u0646 \u0623\u0639\u0644\u0649 10% \u0645\u0646 \u0642\u064a\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a. \u0625\u062d\u062f\u0649 \u0627\u0644\u0646\u0633\u0628 \u0627\u0644\u0645\u0626\u0648\u064a\u0629 \u0627\u0644\u0623\u0643\u062b\u0631 \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u064b\u0627 \u0647\u064a \u0627\u0644\u0646\u0633\u0628\u0629 \u0627\u0644\u0645\u0626\u0648\u064a\u0629 \u0627\u0644\u062e\u0645\u0633\u064a\u0646\u060c \u0648\u0627\u0644\u062a\u064a [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[11],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO 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