{"id":1865,"date":"2023-07-24T16:25:56","date_gmt":"2023-07-24T16:25:56","guid":{"rendered":"https:\/\/statorials.org\/ar\/r-%d8%aa%d8%b7%d8%a8%d9%8a%d9%82-%d8%a7%d9%84%d8%af%d8%a7%d9%84%d8%a9-%d8%b9%d9%84%d9%89-%d9%83%d9%84-%d8%b3%d8%b7%d8%b1\/"},"modified":"2023-07-24T16:25:56","modified_gmt":"2023-07-24T16:25:56","slug":"r-%d8%aa%d8%b7%d8%a8%d9%8a%d9%82-%d8%a7%d9%84%d8%af%d8%a7%d9%84%d8%a9-%d8%b9%d9%84%d9%89-%d9%83%d9%84-%d8%b3%d8%b7%d8%b1","status":"publish","type":"post","link":"https:\/\/statorials.org\/ar\/r-%d8%aa%d8%b7%d8%a8%d9%8a%d9%82-%d8%a7%d9%84%d8%af%d8%a7%d9%84%d8%a9-%d8%b9%d9%84%d9%89-%d9%83%d9%84-%d8%b3%d8%b7%d8%b1\/","title":{"rendered":"\u0643\u064a\u0641\u064a\u0629 \u062a\u0637\u0628\u064a\u0642 \u062f\u0627\u0644\u0629 \u0639\u0644\u0649 \u0643\u0644 \u0635\u0641 \u0645\u0646 \u0627\u0644\u0645\u0635\u0641\u0648\u0641\u0629 \u0623\u0648 \u0625\u0637\u0627\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0641\u064a r"},"content":{"rendered":"<p><\/p>\n<hr>\n<p style=\";text-align:right;direction:rtl\"><span style=\"color: #000000;\">\u064a\u0645\u0643\u0646\u0643 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062f\u0627\u0644\u0629 <strong>application()<\/strong> \u0644\u062a\u0637\u0628\u064a\u0642 \u062f\u0627\u0644\u0629 \u0639\u0644\u0649 \u0643\u0644 \u0635\u0641 \u0645\u0646 \u0627\u0644\u0645\u0635\u0641\u0648\u0641\u0629 \u0623\u0648 \u0625\u0637\u0627\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0641\u064a R.<\/span><\/p>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u062a\u0633\u062a\u062e\u062f\u0645 \u0647\u0630\u0647 \u0627\u0644\u0648\u0638\u064a\u0641\u0629 \u0628\u0646\u0627\u0621 \u0627\u0644\u062c\u0645\u0644\u0629 \u0627\u0644\u0623\u0633\u0627\u0633\u064a \u0627\u0644\u062a\u0627\u0644\u064a:<\/span><\/p>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><strong>\u062a\u0637\u0628\u064a\u0642 (X\u060c \u0627\u0644\u0647\u0627\u0645\u0634\u060c \u0627\u0644\u0645\u0631\u062d)<\/strong><\/span><\/p>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u0630\u0647\u0628:<\/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> \u0627\u0633\u0645 \u0627\u0644\u0645\u0635\u0641\u0648\u0641\u0629 \u0623\u0648 \u0643\u062a\u0644\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a.<\/span><\/li>\n<li style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><strong>\u0627\u0644\u0647\u0627\u0645\u0634:<\/strong> \u0627\u0644\u0628\u0639\u062f \u0627\u0644\u0630\u064a \u0633\u064a\u062a\u0645 \u062a\u0646\u0641\u064a\u0630 \u0627\u0644\u0639\u0645\u0644\u064a\u0629 \u0639\u0644\u064a\u0647. \u0627\u0633\u062a\u062e\u062f\u0645 1 \u0644\u0644\u0635\u0641\u060c 2 \u0644\u0644\u0639\u0645\u0648\u062f.<\/span><\/li>\n<li style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><strong>FUN:<\/strong> \u0627\u0644\u0648\u0638\u064a\u0641\u0629 \u0627\u0644\u0645\u0631\u0627\u062f \u062a\u0637\u0628\u064a\u0642\u0647\u0627.<\/span><\/li>\n<\/ul>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u062a\u0648\u0636\u062d \u0627\u0644\u0623\u0645\u062b\u0644\u0629 \u0627\u0644\u062a\u0627\u0644\u064a\u0629 \u0643\u064a\u0641\u064a\u0629 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0628\u0646\u0627\u0621 \u0627\u0644\u062c\u0645\u0644\u0629 \u0647\u0630\u0627 \u0639\u0645\u0644\u064a\u064b\u0627.<\/span><\/p>\n<h3 style=\";text-align:right;direction:rtl\"> <strong>\u0645\u062b\u0627\u0644 1: \u062a\u0637\u0628\u064a\u0642 \u062f\u0627\u0644\u0629 \u0639\u0644\u0649 \u0643\u0644 \u0635\u0641 \u0645\u0646 \u0627\u0644\u0645\u0635\u0641\u0648\u0641\u0629<\/strong><\/h3>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u0644\u0646\u0641\u062a\u0631\u0636 \u0623\u0646 \u0644\u062f\u064a\u0646\u0627 \u0627\u0644\u0645\u0635\u0641\u0648\u0641\u0629 \u0627\u0644\u062a\u0627\u0644\u064a\u0629 \u0641\u064a R:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create matrix\n<span style=\"color: #000000;\">mat &lt;- matrix(1:15, nrow= <span style=\"color: #008000;\">3<\/span> )<\/span><\/span>\n\n<span style=\"color: #008080;\">#view matrix\n<\/span>mast\n\n     [,1] [,2] [,3] [,4] [,5]\n[1,] 1 4 7 10 13\n[2,] 2 5 8 11 14\n[3,] 3 6 9 12 15\n<\/strong><\/pre>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u064a\u0645\u0643\u0646\u0646\u0627 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062f\u0627\u0644\u0629 <strong>application()<\/strong> \u0644\u062a\u0637\u0628\u064a\u0642 \u0648\u0638\u0627\u0626\u0641 \u0645\u062e\u062a\u0644\u0641\u0629 \u0639\u0644\u0649 \u0635\u0641\u0648\u0641 \u0627\u0644\u0645\u0635\u0641\u0648\u0641\u0629:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#find mean of each row\n<\/span><span style=\"color: #000000;\">apply(mat, 1, mean)\n\n[1] 7 8 9\n<\/span>\n<span style=\"color: #008080;\">#find sum of each row\n<\/span>apply(mat, 1, sum)\n\n[1] 35 40 45\n\n<span style=\"color: #008080;\">#find standard deviation of each row<\/span>\napply(mat, 1, sd)\n\n[1] 4.743416 4.743416 4.743416\n\n<span style=\"color: #008080;\">#multiply the value in each row by 2 (using t() to transpose the results)<\/span>\nt(apply(mat, 1, <span style=\"color: #008000;\">function<\/span> (x) x * 2))\n\n     [,1] [,2] [,3] [,4] [,5]\n[1,] 2 8 14 20 26\n[2,] 4 10 16 22 28\n[3,] 6 12 18 24 30\n\n<span style=\"color: #008080;\">#normalize every row to 1 (using t() to transpose the results)\n<\/span>t(apply(mat, 1, <span style=\"color: #008000;\">function<\/span> (x) x \/ sum(x) ))\n\n           [,1] [,2] [,3] [,4] [,5]\n[1,] 0.02857143 0.1142857 0.2 0.2857143 0.3714286\n[2,] 0.05000000 0.1250000 0.2 0.2750000 0.3500000\n[3,] 0.06666667 0.1333333 0.2 0.2666667 0.3333333<\/strong><\/pre>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u0644\u0627\u062d\u0638 \u0623\u0646\u0647 \u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u0631\u064a\u062f \u0627\u0644\u0639\u062b\u0648\u0631 \u0639\u0644\u0649 \u0627\u0644\u0645\u062a\u0648\u0633\u0637 \u0623\u0648 \u0645\u062c\u0645\u0648\u0639 \u0643\u0644 \u0635\u0641\u060c \u0641\u0645\u0646 \u0627\u0644\u0623\u0633\u0631\u0639 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062f\u0627\u0644\u062a\u064a\u0646 \u0627\u0644\u0645\u0636\u0645\u0646\u062a\u064a\u0646 <strong>RowMeans()<\/strong> \u0623\u0648 <strong>RowSums()<\/strong> :<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#find mean of each row\n<\/span><span style=\"color: #000000;\">rowMeans(mat)\n\n[1] 7 8 9\n<\/span>\n<span style=\"color: #008080;\">#find sum of each row\n<\/span>rowSums(mat)\n\n[1] 35 40 45<\/strong><\/pre>\n<h3 style=\";text-align:right;direction:rtl\"> <strong>\u0645\u062b\u0627\u0644 2: \u062a\u0637\u0628\u064a\u0642 \u062f\u0627\u0644\u0629 \u0639\u0644\u0649 \u0643\u0644 \u0635\u0641 \u0645\u0646 \u0625\u0637\u0627\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/strong><\/h3>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u0644\u0646\u0641\u062a\u0631\u0636 \u0623\u0646 \u0644\u062f\u064a\u0646\u0627 \u0627\u0644\u0645\u0635\u0641\u0648\u0641\u0629 \u0627\u0644\u062a\u0627\u0644\u064a\u0629 \u0641\u064a R:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create data frame\n<span style=\"color: #000000;\">df &lt;- data. <span style=\"color: #3366ff;\">frame<\/span> (var1=1:3,\n                 var2=4:6,\n                 var3=7:9,\n                 var4=10:12,\n                 var5=13:15)<\/span><\/span>\n\n<span style=\"color: #008080;\">#view data frame\n<\/span>df\n\n  var1 var2 var3 var4 var5\n1 1 4 7 10 13\n2 2 5 8 11 14\n3 3 6 9 12 15\n<\/strong><\/pre>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u064a\u0645\u0643\u0646\u0646\u0627 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062f\u0627\u0644\u0629 <strong>application()<\/strong> \u0644\u062a\u0637\u0628\u064a\u0642 \u0648\u0638\u0627\u0626\u0641 \u0645\u062e\u062a\u0644\u0641\u0629 \u0639\u0644\u0649 \u0635\u0641\u0648\u0641 \u0625\u0637\u0627\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#find mean of each row\n<\/span><span style=\"color: #000000;\">apply(df, 1, mean)\n\n[1] 7 8 9\n<\/span>\n<span style=\"color: #008080;\">#find sum of each row\n<\/span>apply(df, 1, sum)\n\n[1] 35 40 45\n\n<span style=\"color: #008080;\">#find standard deviation of each row<\/span>\napply(df, 1, sd)\n\n[1] 4.743416 4.743416 4.743416\n\n<span style=\"color: #008080;\">#multiply the value in each row by 2 (using t() to transpose the results)<\/span>\nt(apply(df, 1, <span style=\"color: #008000;\">function<\/span> (x) x * 2))\n\n     var1 var2 var3 var4 var5\n[1,] 2 8 14 20 26\n[2,] 4 10 16 22 28\n[3,] 6 12 18 24 30\n\n<span style=\"color: #008080;\">#normalize every row to 1 (using t() to transpose the results)\n<\/span>t(apply(df, 1, <span style=\"color: #008000;\">function<\/span> (x) x \/ sum(x) ))\n\n           var1 var2 var3 var4 var5\n[1,] 0.02857143 0.1142857 0.2 0.2857143 0.3714286\n[2,] 0.05000000 0.1250000 0.2 0.2750000 0.3500000\n[3,] 0.06666667 0.1333333 0.2 0.2666667 0.3333333<\/strong><\/pre>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u0643\u0645\u0627 \u0647\u0648 \u0627\u0644\u062d\u0627\u0644 \u0645\u0639 \u0627\u0644\u0645\u0635\u0641\u0648\u0641\u0627\u062a\u060c \u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u0631\u064a\u062f \u0627\u0644\u0639\u062b\u0648\u0631 \u0639\u0644\u0649 \u0627\u0644\u0645\u062a\u0648\u0633\u0637 \u0623\u0648 \u0645\u062c\u0645\u0648\u0639 \u0643\u0644 \u0635\u0641\u060c \u0641\u0645\u0646 \u0627\u0644\u0623\u0633\u0631\u0639 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062f\u0627\u0644\u062a\u064a\u0646 \u0627\u0644\u0645\u0636\u0645\u0646\u062a\u064a\u0646 <strong>RowMeans()<\/strong> \u0623\u0648 <strong>RowSums()<\/strong> :<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#find mean of each row\n<\/span><span style=\"color: #000000;\">rowMeans(df)\n\n[1] 7 8 9\n<\/span>\n<span style=\"color: #008080;\">#find sum of each row\n<\/span>rowSums(df)\n\n[1] 35 40 45<\/strong><\/pre>\n<h3 style=\";text-align:right;direction:rtl\"> <strong>\u0645\u0635\u0627\u062f\u0631 \u0625\u0636\u0627\u0641\u064a\u0629<\/strong><\/h3>\n<p style=\";text-align:right;direction:rtl\"> \u0643\u064a\u0641\u064a\u0629 \u0627\u0633\u062a\u0631\u062f\u0627\u062f \u0623\u0631\u0642\u0627\u0645 \u0627\u0644\u0623\u0633\u0637\u0631 \u0641\u064a R<br \/> <a href=\"https:\/\/statorials.org\/ar\/\u0639\u062f-\u0627\u0655\u0630\u0627-\u0635\/\" target=\"_blank\" rel=\"noopener\">\u0643\u064a\u0641\u064a\u0629 \u062a\u0634\u063a\u064a\u0644 \u0648\u0638\u064a\u0641\u0629 COUNTIF \u0641\u064a R<\/a><br \/> <a href=\"https:\/\/statorials.org\/ar\/\u0627\u0644\u0645\u0628\u0644\u063a-\u0641\u064a-\u0635\/\" target=\"_blank\" rel=\"noopener\">\u0643\u064a\u0641\u064a\u0629 \u062a\u0634\u063a\u064a\u0644 \u062f\u0627\u0644\u0629 SUMIF \u0641\u064a R<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u064a\u0645\u0643\u0646\u0643 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062f\u0627\u0644\u0629 application() \u0644\u062a\u0637\u0628\u064a\u0642 \u062f\u0627\u0644\u0629 \u0639\u0644\u0649 \u0643\u0644 \u0635\u0641 \u0645\u0646 \u0627\u0644\u0645\u0635\u0641\u0648\u0641\u0629 \u0623\u0648 \u0625\u0637\u0627\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0641\u064a R. \u062a\u0633\u062a\u062e\u062f\u0645 \u0647\u0630\u0647 \u0627\u0644\u0648\u0638\u064a\u0641\u0629 \u0628\u0646\u0627\u0621 \u0627\u0644\u062c\u0645\u0644\u0629 \u0627\u0644\u0623\u0633\u0627\u0633\u064a \u0627\u0644\u062a\u0627\u0644\u064a: \u062a\u0637\u0628\u064a\u0642 (X\u060c \u0627\u0644\u0647\u0627\u0645\u0634\u060c \u0627\u0644\u0645\u0631\u062d) \u0630\u0647\u0628: X: \u0627\u0633\u0645 \u0627\u0644\u0645\u0635\u0641\u0648\u0641\u0629 \u0623\u0648 \u0643\u062a\u0644\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a. \u0627\u0644\u0647\u0627\u0645\u0634: \u0627\u0644\u0628\u0639\u062f \u0627\u0644\u0630\u064a \u0633\u064a\u062a\u0645 \u062a\u0646\u0641\u064a\u0630 \u0627\u0644\u0639\u0645\u0644\u064a\u0629 \u0639\u0644\u064a\u0647. \u0627\u0633\u062a\u062e\u062f\u0645 1 \u0644\u0644\u0635\u0641\u060c 2 \u0644\u0644\u0639\u0645\u0648\u062f. FUN: \u0627\u0644\u0648\u0638\u064a\u0641\u0629 \u0627\u0644\u0645\u0631\u0627\u062f \u062a\u0637\u0628\u064a\u0642\u0647\u0627. \u062a\u0648\u0636\u062d \u0627\u0644\u0623\u0645\u062b\u0644\u0629 \u0627\u0644\u062a\u0627\u0644\u064a\u0629 \u0643\u064a\u0641\u064a\u0629 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 [&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 plugin v21.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u0643\u064a\u0641\u064a\u0629 \u062a\u0637\u0628\u064a\u0642 \u062f\u0627\u0644\u0629 \u0639\u0644\u0649 \u0643\u0644 \u0635\u0641 \u0645\u0646 \u0627\u0644\u0645\u0635\u0641\u0648\u0641\u0629 \u0623\u0648 \u0625\u0637\u0627\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0641\u064a R<\/title>\n<meta name=\"description\" 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