{"id":914,"date":"2023-07-28T08:02:55","date_gmt":"2023-07-28T08:02:55","guid":{"rendered":"https:\/\/statorials.org\/ar\/%d8%a7%d9%95%d8%b2%d8%a7%d9%84%d8%a9-%d8%a7%d9%84%d9%82%d9%8a%d9%85-%d8%a7%d9%84%d9%85%d8%aa%d8%b7%d8%b1%d9%81%d8%a9-%d8%b5\/"},"modified":"2023-07-28T08:02:55","modified_gmt":"2023-07-28T08:02:55","slug":"%d8%a7%d9%95%d8%b2%d8%a7%d9%84%d8%a9-%d8%a7%d9%84%d9%82%d9%8a%d9%85-%d8%a7%d9%84%d9%85%d8%aa%d8%b7%d8%b1%d9%81%d8%a9-%d8%b5","status":"publish","type":"post","link":"https:\/\/statorials.org\/ar\/%d8%a7%d9%95%d8%b2%d8%a7%d9%84%d8%a9-%d8%a7%d9%84%d9%82%d9%8a%d9%85-%d8%a7%d9%84%d9%85%d8%aa%d8%b7%d8%b1%d9%81%d8%a9-%d8%b5\/","title":{"rendered":"\u0643\u064a\u0641\u064a\u0629 \u0625\u0632\u0627\u0644\u0629 \u0627\u0644\u0642\u064a\u0645 \u0627\u0644\u0645\u062a\u0637\u0631\u0641\u0629 \u0641\u064a r"},"content":{"rendered":"<p><\/p>\n<hr>\n<p style=\";text-align:right;direction:rtl\"><span style=\"color: #000000;\">\u0627\u0644\u0642\u064a\u0645\u0629 <strong>\u0627\u0644\u0645\u062a\u0637\u0631\u0641\u0629<\/strong> \u0647\u064a \u0645\u0644\u0627\u062d\u0638\u0629 \u0628\u0639\u064a\u062f\u0629 \u0628\u0634\u0643\u0644 \u063a\u064a\u0631 \u0637\u0628\u064a\u0639\u064a \u0639\u0646 \u0627\u0644\u0642\u064a\u0645 \u0627\u0644\u0623\u062e\u0631\u0649 \u0641\u064a \u0645\u062c\u0645\u0648\u0639\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a. \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u0643\u0648\u0646 \u0627\u0644\u0642\u064a\u0645 \u0627\u0644\u0645\u062a\u0637\u0631\u0641\u0629 \u0645\u0634\u0643\u0644\u0629 \u0644\u0623\u0646\u0647\u0627 \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u0624\u062b\u0631 \u0639\u0644\u0649 \u0646\u062a\u0627\u0626\u062c \u0627\u0644\u062a\u062d\u0644\u064a\u0644.<\/span><\/p>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u064a\u0634\u0631\u062d \u0647\u0630\u0627 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u064a \u0643\u064a\u0641\u064a\u0629 \u062a\u062d\u062f\u064a\u062f \u0648\u0625\u0632\u0627\u0644\u0629 \u0627\u0644\u0642\u064a\u0645 \u0627\u0644\u0645\u062a\u0637\u0631\u0641\u0629 \u0641\u064a R.<\/span><\/p>\n<h3 style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><strong>\u0643\u064a\u0641\u064a\u0629 \u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0642\u064a\u0645 \u0627\u0644\u0645\u062a\u0637\u0631\u0641\u0629 \u0641\u064a R<\/strong><\/span><\/h3>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u0642\u0628\u0644 \u0623\u0646 \u062a\u062a\u0645\u0643\u0646 \u0645\u0646 \u0625\u0632\u0627\u0644\u0629 \u0627\u0644\u0642\u064a\u0645 \u0627\u0644\u0645\u062a\u0637\u0631\u0641\u0629\u060c \u064a\u062c\u0628 \u0639\u0644\u064a\u0643 \u0623\u0648\u0644\u0627\u064b \u0623\u0646 \u062a\u0642\u0631\u0631 \u0645\u0627 \u062a\u0639\u062a\u0628\u0631\u0647 \u0642\u064a\u0645\u064b\u0627 \u0645\u062a\u0637\u0631\u0641\u0629. \u0647\u0646\u0627\u0643 \u0637\u0631\u064a\u0642\u062a\u0627\u0646 \u0634\u0627\u0626\u0639\u062a\u0627\u0646 \u0644\u0644\u0642\u064a\u0627\u0645 \u0628\u0630\u0644\u0643:<\/span><\/p>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><strong>1. \u0627\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0645\u062f\u0649 \u0627\u0644\u0631\u0628\u064a\u0639\u064a.<\/strong><\/span><\/p>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u0627\u0644\u0646\u0637\u0627\u0642 \u0627\u0644\u0631\u0628\u064a\u0639\u064a (IQR) \u0647\u0648 \u0627\u0644\u0641\u0631\u0642 \u0628\u064a\u0646 \u0627\u0644\u0645\u0626\u064a\u0646 \u0627\u0644\u062e\u0627\u0645\u0633 \u0648\u0627\u0644\u0633\u0628\u0639\u064a\u0646 (Q3) \u0648\u0627\u0644\u0645\u0626\u064a\u0646 \u0627\u0644\u062e\u0627\u0645\u0633 \u0648\u0627\u0644\u0639\u0634\u0631\u064a\u0646 (Q1) \u0641\u064a \u0645\u062c\u0645\u0648\u0639\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a. \u0648\u0647\u0648 \u064a\u0642\u064a\u0633 \u062a\u0648\u0632\u064a\u0639 \u0645\u062a\u0648\u0633\u0637 50% \u0645\u0646 \u0627\u0644\u0642\u064a\u0645.<\/span><\/p>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u064a\u0645\u0643\u0646\u0643 \u062a\u0639\u0631\u064a\u0641 \u0627\u0644\u0645\u0644\u0627\u062d\u0638\u0629 \u0639\u0644\u0649 \u0623\u0646\u0647\u0627 \u0642\u064a\u0645\u0629 \u0645\u062a\u0637\u0631\u0641\u0629 \u0625\u0630\u0627 \u0643\u0627\u0646\u062a 1.5 \u0645\u0631\u0629 \u0645\u0646 \u0627\u0644\u0646\u0637\u0627\u0642 \u0627\u0644\u0631\u0628\u064a\u0639\u064a \u0641\u0648\u0642 \u0627\u0644\u0631\u0628\u0639 \u0627\u0644\u062b\u0627\u0644\u062b (Q3) \u0623\u0648 1.5 \u0645\u0631\u0629 \u0645\u0646 \u0627\u0644\u0645\u062f\u0649 \u0627\u0644\u0631\u0628\u064a\u0639\u064a \u0623\u0633\u0641\u0644 \u0627\u0644\u0631\u0628\u0639 \u0627\u0644\u0623\u0648\u0644 (Q1).<\/span><\/p>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><strong>\u0627\u0644\u0642\u064a\u0645 \u0627\u0644\u0645\u062a\u0637\u0631\u0641\u0629 = \u0627\u0644\u0645\u0644\u0627\u062d\u0638\u0627\u062a &gt; Q3 + 1.5*IQR \u0623\u0648 &lt;Q1 \u2013 1.5*IQR<\/strong><\/span><\/p>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><strong>2. \u0627\u0633\u062a\u062e\u062f\u0645 \u0646\u062a\u0627\u0626\u062c z.<\/strong><\/span><\/p>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u062a\u062e\u0628\u0631\u0643 <a href=\"https:\/\/statorials.org\/ar\/\u0646\u0642\u0627\u0637-zr\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u0627\u0644\u0646\u062a\u064a\u062c\u0629 z \u0628\u0639\u062f\u062f<\/a> \u0627\u0644\u0627\u0646\u062d\u0631\u0627\u0641\u0627\u062a \u0627\u0644\u0645\u0639\u064a\u0627\u0631\u064a\u0629 \u0644\u0642\u064a\u0645\u0629 \u0645\u0639\u064a\u0646\u0629 \u0639\u0646 \u0627\u0644\u0645\u062a\u0648\u0633\u0637. \u0646\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0635\u064a\u063a\u0629 \u0627\u0644\u062a\u0627\u0644\u064a\u0629 \u0644\u062d\u0633\u0627\u0628 \u062f\u0631\u062c\u0629 z:<\/span><\/p>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><strong>\u0636<\/strong> = (X &#8211; \u03bc) \/ \u03c3<\/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;\">X \u0647\u064a \u0642\u064a\u0645\u0629 \u0628\u064a\u0627\u0646\u0627\u062a \u0623\u0648\u0644\u064a\u0629 \u0648\u0627\u062d\u062f\u0629<\/span><\/li>\n<li style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u03bc \u0647\u0648 \u0645\u062a\u0648\u0633\u0637 \u0639\u062f\u062f \u0627\u0644\u0633\u0643\u0627\u0646<\/span><\/li>\n<li style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u03c3 \u0647\u0648 \u0627\u0644\u0627\u0646\u062d\u0631\u0627\u0641 \u0627\u0644\u0645\u0639\u064a\u0627\u0631\u064a \u0644\u0644\u0633\u0643\u0627\u0646<\/span><\/li>\n<\/ul>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u064a\u0645\u0643\u0646\u0643 \u062a\u0639\u0631\u064a\u0641 \u0627\u0644\u0645\u0644\u0627\u062d\u0638\u0629 \u0639\u0644\u0649 \u0623\u0646\u0647\u0627 \u0642\u064a\u0645\u0629 \u0645\u062a\u0637\u0631\u0641\u0629 \u0625\u0630\u0627 \u0643\u0627\u0646\u062a \u062f\u0631\u062c\u0629 z \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0647\u0627 \u0623\u0642\u0644 \u0645\u0646 -3 \u0623\u0648 \u0623\u0643\u0628\u0631 \u0645\u0646 3.<\/span><\/p>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><strong>\u0627\u0644\u0642\u064a\u0645 \u0627\u0644\u0645\u062a\u0637\u0631\u0641\u0629 = \u0627\u0644\u0645\u0644\u0627\u062d\u0638\u0627\u062a \u0630\u0627\u062a \u0627\u0644\u062f\u0631\u062c\u0627\u062a z &gt; 3 \u0623\u0648 &lt; -3<\/strong><\/span><\/p>\n<h3 style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><strong>\u0643\u064a\u0641\u064a\u0629 \u0625\u0632\u0627\u0644\u0629 \u0627\u0644\u0642\u064a\u0645 \u0627\u0644\u0645\u062a\u0637\u0631\u0641\u0629 \u0641\u064a R<\/strong><\/span><\/h3>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u0628\u0645\u062c\u0631\u062f \u0623\u0646 \u062a\u0642\u0631\u0631 \u0645\u0627 \u062a\u0639\u062a\u0628\u0631\u0647 \u0642\u064a\u0645\u064b\u0627 \u0645\u062a\u0637\u0631\u0641\u0629\u060c \u064a\u0645\u0643\u0646\u0643 \u0628\u0639\u062f \u0630\u0644\u0643 \u062a\u062d\u062f\u064a\u062f\u0647\u0627 \u0648\u0625\u0632\u0627\u0644\u062a\u0647\u0627 \u0645\u0646 \u0645\u062c\u0645\u0648\u0639\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a. \u0644\u062a\u0648\u0636\u064a\u062d \u0643\u064a\u0641\u064a\u0629 \u0627\u0644\u0642\u064a\u0627\u0645 \u0628\u0630\u0644\u0643\u060c \u0633\u0648\u0641 \u0646\u0633\u062a\u062e\u062f\u0645 \u0625\u0637\u0627\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u0627\u0644\u064a:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#make this example reproducible<\/span> \nset.seed(0)\n\n<span style=\"color: #008080;\">#create data frame with three columns A', 'B', 'C'<\/span> \ndf &lt;- data.frame(A=rnorm(1000, mean=10, sd=3),\n                 B=rnorm(1000, mean=20, sd=3),\n                 C=rnorm(1000, mean=30, sd=3))\n\n<span style=\"color: #008080;\">#view first six rows of data frame<\/span>\nhead(df)\n         ABC\n1 13.78886 19.13945 31.33304\n2 9.02130 25.52332 30.03579\n3 13.98940 19.52971 29.97216\n4 13.81729 15.83059 29.09287\n5 11.24392 15.58069 31.47707\n6 5.38015 19.79144 28.19184\n<\/strong><\/pre>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u064a\u0645\u0643\u0646\u0646\u0627 \u0628\u0639\u062f \u0630\u0644\u0643 \u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0642\u064a\u0645 \u0627\u0644\u0645\u062a\u0637\u0631\u0641\u0629 \u0648\u0625\u0632\u0627\u0644\u062a\u0647\u0627 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0637\u0631\u064a\u0642\u0629 z-score \u0623\u0648 \u0637\u0631\u064a\u0642\u0629 \u0627\u0644\u0645\u062f\u0649 \u0627\u0644\u0631\u0628\u0627\u0639\u064a:<\/span><\/p>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><strong>\u0637\u0631\u064a\u0642\u0629 \u0627\u0644\u0646\u062a\u064a\u062c\u0629 Z:<\/strong><\/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 \u062d\u0633\u0627\u0628 \u062f\u0631\u062c\u0629 z \u0644\u0643\u0644 \u0642\u064a\u0645\u0629 \u0641\u064a \u0643\u0644 \u0639\u0645\u0648\u062f \u0645\u0646 \u0625\u0637\u0627\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u062b\u0645 \u0625\u0632\u0627\u0644\u0629 \u0627\u0644\u0635\u0641\u0648\u0641 \u0627\u0644\u062a\u064a \u062a\u062d\u062a\u0648\u064a \u0639\u0644\u0649 \u062f\u0631\u062c\u0629 z \u0648\u0627\u062d\u062f\u0629 \u0639\u0644\u0649 \u0627\u0644\u0623\u0642\u0644 \u0628\u0642\u064a\u0645\u0629 \u0645\u0637\u0644\u0642\u0629 \u0623\u0643\u0628\u0631 \u0645\u0646 3:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#find absolute value of z-score for each value in each column<\/span>\nz_scores &lt;- <span style=\"color: #3366ff;\">as.data.frame<\/span> (sapply(df, function(df) (abs(df-mean(df))\/sd(df))))\n\n<span style=\"color: #008080;\">#view first six rows of z_scores data frame\n<\/span>head(z_scores)\n\n          ABC\n1 1.2813403 0.25350805 0.39419878\n2 0.3110243 1.80496734 0.05890232\n3 1.3483190 0.12766847 0.08112630\n4 1.2908343 1.32044506 0.38824414\n5 0.4313316 1.40102642 0.44450451\n6 1.5271674 0.04327186 0.70295309\n\n<span style=\"color: #008080;\">#only keep rows in dataframe with all z-scores less than absolute value of 3<\/span> \nno_outliers &lt;- z_scores[!rowSums(z_scores&gt;3), ]\n\n<span style=\"color: #008080;\">#view row and column count of new data frame<\/span>\ndim(no_outliers)\n\n[1] 994 3\n<\/strong><\/pre>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u064a\u062d\u062a\u0648\u064a \u0625\u0637\u0627\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0623\u0635\u0644\u064a \u0639\u0644\u0649 1000 \u0635\u0641 \u06483 \u0623\u0639\u0645\u062f\u0629. \u064a\u062d\u062a\u0648\u064a \u0625\u0637\u0627\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062c\u062f\u064a\u062f \u0639\u0644\u0649 994 \u0635\u0641\u064b\u0627 \u06483 \u0623\u0639\u0645\u062f\u0629\u060c \u0645\u0645\u0627 \u064a\u062e\u0628\u0631\u0646\u0627 \u0623\u0646\u0647 \u062a\u0645\u062a \u0625\u0632\u0627\u0644\u0629 6 \u0635\u0641\u0648\u0641 \u0644\u0623\u0646\u0647\u0627 \u062a\u062d\u062a\u0648\u064a \u0639\u0644\u0649 \u062f\u0631\u062c\u0629 z \u0648\u0627\u062d\u062f\u0629 \u0639\u0644\u0649 \u0627\u0644\u0623\u0642\u0644 \u0628\u0642\u064a\u0645\u0629 \u0645\u0637\u0644\u0642\u0629 \u0623\u0643\u0628\u0631 \u0645\u0646 3 \u0641\u064a \u0623\u062d\u062f \u0623\u0639\u0645\u062f\u062a\u0647\u0627.<\/span><\/p>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><strong>\u0637\u0631\u064a\u0642\u0629 \u0627\u0644\u0645\u062f\u0649 \u0627\u0644\u0631\u0628\u0639\u064a:<\/strong><\/span><\/p>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u0641\u064a \u0628\u0639\u0636 \u0627\u0644\u062d\u0627\u0644\u0627\u062a\u060c \u0642\u062f \u0646\u0631\u063a\u0628 \u0641\u0642\u0637 \u0641\u064a \u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0642\u064a\u0645 \u0627\u0644\u0645\u062a\u0637\u0631\u0641\u0629 \u0641\u064a \u0639\u0645\u0648\u062f \u0625\u0637\u0627\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a. \u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644\u060c \u0644\u0646\u0641\u062a\u0631\u0636 \u0623\u0646\u0646\u0627 \u0646\u0631\u064a\u062f \u0641\u0642\u0637 \u0625\u0632\u0627\u0644\u0629 \u0627\u0644\u0635\u0641\u0648\u0641 \u0627\u0644\u062a\u064a \u062a\u062d\u062a\u0648\u064a \u0639\u0644\u0649 \u0642\u064a\u0645\u0629 \u062e\u0627\u0631\u062c\u064a\u0629 \u0641\u064a \u0627\u0644\u0639\u0645\u0648\u062f &#8220;A&#8221; \u0645\u0646 \u0625\u0637\u0627\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062e\u0627\u0635 \u0628\u0646\u0627.<\/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\u0632\u0627\u0644\u0629 \u0627\u0644\u0635\u0641\u0648\u0641 \u0645\u0646 \u0625\u0637\u0627\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0630\u064a \u062a\u0628\u0644\u063a \u0642\u064a\u0645\u062a\u0647 \u0641\u064a \u0627\u0644\u0639\u0645\u0648\u062f &#8220;A&#8221; 1.5 \u0645\u0631\u0629 \u0627\u0644\u0646\u0637\u0627\u0642 \u0627\u0644\u0631\u0628\u064a\u0639\u064a \u0641\u0648\u0642 \u0627\u0644\u0631\u0628\u0639 \u0627\u0644\u062b\u0627\u0644\u062b (Q3) \u0623\u0648 1.5 \u0645\u0631\u0629 \u0627\u0644\u0646\u0637\u0627\u0642 \u0627\u0644\u0631\u0628\u064a\u0639\u064a \u0623\u0633\u0641\u0644 \u0627\u0644\u0631\u0628\u0639 \u0627\u0644\u0631\u0628\u0639\u064a \u0627\u0644\u0623\u0648\u0644 (Q1). .<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#find Q1, Q3, and interquartile range for values in column A<\/span>\nQ1 &lt;- quantile(df$A, .25)\nQ3 &lt;- quantile(df$A, .75)\nIQR &lt;- IQR(df$A)\n\n<span style=\"color: #008080;\">#only keep rows in dataframe that have values within 1.5*IQR of Q1 and Q3<\/span>\nno_outliers &lt;- subset(df, df$A&gt; (Q1 - 1.5*IQR) &amp; df$A&lt; (Q3 + 1.5*IQR))\n\n<span style=\"color: #008080;\">#view row and column count of new data frame\n<\/span>dim(no_outliers) \n\n[1] 994 3<\/strong><\/pre>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u064a\u062d\u062a\u0648\u064a \u0625\u0637\u0627\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0623\u0635\u0644\u064a \u0639\u0644\u0649 1000 \u0635\u0641 \u06483 \u0623\u0639\u0645\u062f\u0629. \u064a\u062d\u062a\u0648\u064a \u0625\u0637\u0627\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062c\u062f\u064a\u062f \u0639\u0644\u0649 994 \u0635\u0641\u064b\u0627 \u06483 \u0623\u0639\u0645\u062f\u0629\u060c \u0645\u0645\u0627 \u064a\u062e\u0628\u0631\u0646\u0627 \u0623\u0646\u0647 \u062a\u0645\u062a \u0625\u0632\u0627\u0644\u0629 6 \u0635\u0641\u0648\u0641 \u0644\u0623\u0646\u0647\u0627 \u062a\u062d\u062a\u0648\u064a \u0639\u0644\u0649 \u0642\u064a\u0645\u0629 \u062e\u0627\u0631\u062c\u064a\u0629 \u0648\u0627\u062d\u062f\u0629 \u0639\u0644\u0649 \u0627\u0644\u0623\u0642\u0644 \u0641\u064a \u0627\u0644\u0639\u0645\u0648\u062f A.<\/span><\/p>\n<h3 style=\";text-align:right;direction:rtl\"> <strong>\u0645\u062a\u0649 \u064a\u062a\u0645 \u0625\u0632\u0627\u0644\u0629 \u0627\u0644\u0642\u064a\u0645 \u0627\u0644\u0645\u062a\u0637\u0631\u0641\u0629<\/strong><\/h3>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u0641\u064a \u062d\u0627\u0644\u0629 \u0648\u062c\u0648\u062f \u0648\u0627\u062d\u062f \u0623\u0648 \u0623\u0643\u062b\u0631 \u0645\u0646 \u0627\u0644\u0642\u064a\u0645 \u0627\u0644\u0645\u062a\u0637\u0631\u0641\u0629\u060c \u064a\u062c\u0628 \u0639\u0644\u064a\u0643 \u0623\u0648\u0644\u0627\u064b \u0627\u0644\u062a\u062d\u0642\u0642 \u0645\u0646 \u0623\u0646\u0647\u0627 \u0644\u064a\u0633\u062a \u0646\u062a\u064a\u062c\u0629 \u062e\u0637\u0623 \u0641\u064a \u0625\u062f\u062e\u0627\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a. \u0641\u064a \u0628\u0639\u0636 \u0627\u0644\u0623\u062d\u064a\u0627\u0646 \u064a\u0642\u0648\u0645 \u0627\u0644\u0641\u0631\u062f \u0628\u0628\u0633\u0627\u0637\u0629 \u0628\u0625\u062f\u062e\u0627\u0644 \u0642\u064a\u0645\u0629 \u0628\u064a\u0627\u0646\u0627\u062a \u062e\u0627\u0637\u0626\u0629 \u0623\u062b\u0646\u0627\u0621 \u062d\u0641\u0638 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a.<\/span><\/p>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u0625\u0630\u0627 \u062a\u0628\u064a\u0646 \u0623\u0646 \u0627\u0644\u0642\u064a\u0645\u0629 \u0627\u0644\u0645\u062a\u0637\u0631\u0641\u0629 \u0647\u064a \u0646\u062a\u064a\u062c\u0629 \u0644\u062e\u0637\u0623 \u0641\u064a \u0625\u062f\u062e\u0627\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0641\u064a\u0645\u0643\u0646\u0643 \u0623\u0646 \u062a\u0642\u0631\u0631 \u062a\u0639\u064a\u064a\u0646 \u0642\u064a\u0645\u0629 \u062c\u062f\u064a\u062f\u0629 \u0644\u0647\u0627 \u0645\u062b\u0644 <a href=\"https:\/\/statorials.org\/ar\/\u064a\u0642\u064a\u0633-\u0627\u0644\u0627\u062a\u062c\u0627\u0647-\u0627\u0644\u0645\u0631\u0643\u0632\u064a\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u0627\u0644\u0645\u062a\u0648\u0633\u0637 \u0623\u0648 \u0627\u0644\u0648\u0633\u064a\u0637<\/a> \u0644\u0645\u062c\u0645\u0648\u0639\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a.<\/span><\/p>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u0625\u0630\u0627 \u0643\u0627\u0646\u062a \u0627\u0644\u0642\u064a\u0645\u0629 \u0642\u064a\u0645\u0629 \u0645\u062a\u0637\u0631\u0641\u0629 \u062d\u0642\u064b\u0627\u060c \u0641\u064a\u0645\u0643\u0646\u0643 \u0627\u062e\u062a\u064a\u0627\u0631 \u0625\u0632\u0627\u0644\u062a\u0647\u0627 \u0625\u0630\u0627 \u0643\u0627\u0646 \u0644\u0647\u0627 \u062a\u0623\u062b\u064a\u0631 \u0643\u0628\u064a\u0631 \u0639\u0644\u0649 \u062a\u062d\u0644\u064a\u0644\u0643 \u0627\u0644\u0625\u062c\u0645\u0627\u0644\u064a. \u0641\u0642\u0637 \u062a\u0623\u0643\u062f \u0645\u0646 \u0627\u0644\u0625\u0634\u0627\u0631\u0629 \u0641\u064a \u062a\u0642\u0631\u064a\u0631\u0643 \u0623\u0648 \u062a\u062d\u0644\u064a\u0644\u0643 \u0627\u0644\u0646\u0647\u0627\u0626\u064a \u0625\u0644\u0649 \u0623\u0646\u0643 \u0642\u0645\u062a \u0628\u0625\u0632\u0627\u0644\u0629 \u0627\u0644\u0642\u064a\u0645 \u0627\u0644\u0645\u062a\u0637\u0631\u0641\u0629.<\/span><\/p>\n<h3 style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><strong>\u0645\u0635\u0627\u062f\u0631 \u0625\u0636\u0627\u0641\u064a\u0629<\/strong><\/span><\/h3>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u0641\u064a \u0647\u0630\u0627 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u064a\u060c \u0627\u0633\u062a\u062e\u062f\u0645\u0646\u0627 <strong>rnorm()<\/strong> \u0644\u0625\u0646\u0634\u0627\u0621 \u0645\u062a\u062c\u0647\u0627\u062a \u0644\u0644\u0645\u062a\u063a\u064a\u0631\u0627\u062a \u0627\u0644\u0639\u0634\u0648\u0627\u0626\u064a\u0629 \u0627\u0644\u0645\u0648\u0632\u0639\u0629 \u0628\u0634\u0643\u0644 \u0637\u0628\u064a\u0639\u064a \u0628\u0627\u0644\u0646\u0638\u0631 \u0625\u0644\u0649 \u0637\u0648\u0644 \u0627\u0644\u0645\u062a\u062c\u0647 <em>n<\/em> \u0648\u0645\u062a\u0648\u0633\u0637 \u0627\u0644\u0645\u062d\u062a\u0648\u0649 <em>\u03bc<\/em> \u0648\u0627\u0644\u0627\u0646\u062d\u0631\u0627\u0641 \u0627\u0644\u0645\u0639\u064a\u0627\u0631\u064a \u0644\u0644\u0633\u0643\u0627\u0646 <em>\u03c3<\/em> . \u064a\u0645\u0643\u0646\u0643 \u0645\u0639\u0631\u0641\u0629 \u0627\u0644\u0645\u0632\u064a\u062f \u062d\u0648\u0644 \u0647\u0630\u0647 \u0627\u0644\u0645\u064a\u0632\u0629 <a href=\"https:\/\/statorials.org\/ar\/dnorm-pnorm-rnorm-qnorm-\u0641\u064a-r\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u0647\u0646\u0627<\/a> .<\/span><\/p>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u0627\u0633\u062a\u062e\u062f\u0645\u0646\u0627 \u0623\u064a\u0636\u064b\u0627 <strong>sapply()<\/strong> \u0644\u062a\u0637\u0628\u064a\u0642 \u062f\u0627\u0644\u0629 \u0639\u0644\u0649 \u0643\u0644 \u0639\u0645\u0648\u062f \u0641\u064a \u0625\u0637\u0627\u0631 \u0628\u064a\u0627\u0646\u0627\u062a \u064a\u062d\u0633\u0628 \u062f\u0631\u062c\u0627\u062a z. \u064a\u0645\u0643\u0646\u0643 \u0645\u0639\u0631\u0641\u0629 \u0627\u0644\u0645\u0632\u064a\u062f \u062d\u0648\u0644 \u0647\u0630\u0647 \u0627\u0644\u0645\u064a\u0632\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\">\u0647\u0646\u0627<\/a> .<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u0627\u0644\u0642\u064a\u0645\u0629 \u0627\u0644\u0645\u062a\u0637\u0631\u0641\u0629 \u0647\u064a \u0645\u0644\u0627\u062d\u0638\u0629 \u0628\u0639\u064a\u062f\u0629 \u0628\u0634\u0643\u0644 \u063a\u064a\u0631 \u0637\u0628\u064a\u0639\u064a \u0639\u0646 \u0627\u0644\u0642\u064a\u0645 \u0627\u0644\u0623\u062e\u0631\u0649 \u0641\u064a \u0645\u062c\u0645\u0648\u0639\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a. \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u0643\u0648\u0646 \u0627\u0644\u0642\u064a\u0645 \u0627\u0644\u0645\u062a\u0637\u0631\u0641\u0629 \u0645\u0634\u0643\u0644\u0629 \u0644\u0623\u0646\u0647\u0627 \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u0624\u062b\u0631 \u0639\u0644\u0649 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