{"id":964,"date":"2023-07-28T04:00:13","date_gmt":"2023-07-28T04:00:13","guid":{"rendered":"https:\/\/statorials.org\/ar\/%d8%a7%d9%94%d8%ae%d8%b0-%d8%a7%d9%84%d8%b9%d9%8a%d9%86%d8%a7%d8%aa-%d8%a7%d9%84%d8%b7%d8%a8%d9%82%d9%8a%d8%a9-%d8%b5\/"},"modified":"2023-07-28T04:00:13","modified_gmt":"2023-07-28T04:00:13","slug":"%d8%a7%d9%94%d8%ae%d8%b0-%d8%a7%d9%84%d8%b9%d9%8a%d9%86%d8%a7%d8%aa-%d8%a7%d9%84%d8%b7%d8%a8%d9%82%d9%8a%d8%a9-%d8%b5","status":"publish","type":"post","link":"https:\/\/statorials.org\/ar\/%d8%a7%d9%94%d8%ae%d8%b0-%d8%a7%d9%84%d8%b9%d9%8a%d9%86%d8%a7%d8%aa-%d8%a7%d9%84%d8%b7%d8%a8%d9%82%d9%8a%d8%a9-%d8%b5\/","title":{"rendered":"\u0623\u062e\u0630 \u0627\u0644\u0639\u064a\u0646\u0627\u062a \u0627\u0644\u0637\u0628\u0642\u064a\u0629 \u0641\u064a r (\u0645\u0639 \u0623\u0645\u062b\u0644\u0629)"},"content":{"rendered":"

<\/p>\n

\n

\u063a\u0627\u0644\u0628\u064b\u0627 \u0645\u0627 \u064a\u0623\u062e\u0630 \u0627\u0644\u0628\u0627\u062d\u062b\u0648\u0646 \u0639\u064a\u0646\u0627\u062a<\/a> \u0645\u0646 \u0627\u0644\u0633\u0643\u0627\u0646 \u0648\u064a\u0633\u062a\u062e\u062f\u0645\u0648\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0646 \u0627\u0644\u0639\u064a\u0646\u0629 \u0644\u0627\u0633\u062a\u062e\u0644\u0627\u0635 \u0627\u0633\u062a\u0646\u062a\u0627\u062c\u0627\u062a \u062d\u0648\u0644 \u0627\u0644\u0633\u0643\u0627\u0646 \u0643\u0643\u0644.<\/span><\/p>\n

\u0637\u0631\u064a\u0642\u0629 \u0623\u062e\u0630 \u0627\u0644\u0639\u064a\u0646\u0627\u062a \u0634\u0627\u0626\u0639\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0647\u064a \u0623\u062e\u0630 \u0627\u0644\u0639\u064a\u0646\u0627\u062a \u0627\u0644\u0639\u0634\u0648\u0627\u0626\u064a\u0629 \u0627\u0644\u0637\u0628\u0642\u064a\u0629<\/strong> \u060c \u062d\u064a\u062b \u064a\u062a\u0645 \u062a\u0642\u0633\u064a\u0645 \u0627\u0644\u0633\u0643\u0627\u0646 \u0625\u0644\u0649 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0648\u064a\u062a\u0645 \u0627\u062e\u062a\u064a\u0627\u0631 \u0639\u062f\u062f \u0645\u0639\u064a\u0646 \u0645\u0646 \u0627\u0644\u0623\u0639\u0636\u0627\u0621 \u0645\u0646 \u0643\u0644 \u0645\u062c\u0645\u0648\u0639\u0629 \u0639\u0634\u0648\u0627\u0626\u064a\u064b\u0627 \u0644\u0625\u062f\u0631\u0627\u062c\u0647\u0645 \u0641\u064a \u0627\u0644\u0639\u064a\u0646\u0629.<\/span><\/p>\n

\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 \u0625\u062c\u0631\u0627\u0621 \u0623\u062e\u0630 \u0627\u0644\u0639\u064a\u0646\u0627\u062a \u0627\u0644\u0639\u0634\u0648\u0627\u0626\u064a\u0629 \u0627\u0644\u0637\u0628\u0642\u064a\u0629 \u0641\u064a R.<\/span><\/p>\n

\u0645\u062b\u0627\u0644: \u0623\u062e\u0630 \u0627\u0644\u0639\u064a\u0646\u0627\u062a \u0627\u0644\u0637\u0628\u0642\u064a\u0629 \u0641\u064a R<\/strong><\/span><\/h2>\n

\u062a\u062a\u0643\u0648\u0646 \u0627\u0644\u0645\u062f\u0631\u0633\u0629 \u0627\u0644\u062b\u0627\u0646\u0648\u064a\u0629 \u0645\u0646 400 \u0637\u0627\u0644\u0628 \u0625\u0645\u0627 \u0645\u0646 \u0627\u0644\u0637\u0644\u0627\u0628 \u0627\u0644\u062c\u062f\u062f \u0623\u0648 \u0637\u0644\u0627\u0628 \u0627\u0644\u0633\u0646\u0629 \u0627\u0644\u062b\u0627\u0646\u064a\u0629 \u0623\u0648 \u0627\u0644\u0645\u0628\u062a\u062f\u0626\u064a\u0646 \u0623\u0648 \u0643\u0628\u0627\u0631 \u0627\u0644\u0633\u0646. \u0644\u0646\u0641\u062a\u0631\u0636 \u0623\u0646\u0646\u0627 \u0646\u0631\u064a\u062f \u0623\u062e\u0630 \u0639\u064a\u0646\u0629 \u0637\u0628\u0642\u064a\u0629 \u0645\u0643\u0648\u0646\u0629 \u0645\u0646 40 \u0637\u0627\u0644\u0628\u064b\u0627\u060c \u0628\u062d\u064a\u062b \u064a\u062a\u0645 \u062a\u0636\u0645\u064a\u0646 10 \u0637\u0644\u0627\u0628 \u0645\u0646 \u0643\u0644 \u0635\u0641 \u0641\u064a \u0627\u0644\u0639\u064a\u0646\u0629.<\/span><\/p>\n

\u064a\u0648\u0636\u062d \u0627\u0644\u0643\u0648\u062f \u0627\u0644\u062a\u0627\u0644\u064a \u0643\u064a\u0641\u064a\u0629 \u0625\u0646\u0634\u0627\u0621 \u0625\u0637\u0627\u0631 \u0628\u064a\u0627\u0646\u0627\u062a \u0639\u064a\u0646\u0629 \u0645\u0643\u0648\u0646 \u0645\u0646 400 \u0637\u0627\u0644\u0628:<\/span><\/p>\n

 #make this example reproducible<\/span>\nset.seed(1)\n\n#create data frame<\/span>\ndf <- data.frame(grade = rep(c('Freshman', 'Sophomore', 'Junior', 'Senior'), each<\/span> =100),\n                 gpa = rnorm(400, mean=85, sd=3))\n\n#view first six rows of data frame\n<\/span>head(df)\n\n     gpa grade\n1 Freshman 83.12064\n2 Freshman 85.55093\n3 Freshman 82.49311\n4 Freshman 89.78584\n5 Freshman 85.98852\n6 Freshman 82.53859<\/strong><\/pre>\n
 \u0623\u062e\u0630 \u0627\u0644\u0639\u064a\u0646\u0627\u062a \u0627\u0644\u0637\u0628\u0642\u064a\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062a\u0639\u062f\u0627\u062f \u0627\u0644\u0635\u0641\u0648\u0641<\/strong><\/span><\/h3>\n
 \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\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062f\u0627\u0644\u062a\u064a\u0646 group_by()<\/strong> \u0648 sample_n()<\/strong> \u0645\u0646 \u0627\u0644\u062d\u0632\u0645\u0629 dplyr<\/a> \u0644\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u0639\u064a\u0646\u0629 \u0639\u0634\u0648\u0627\u0626\u064a\u0629 \u0637\u0628\u0642\u064a\u0629 \u0645\u0646 \u0625\u062c\u0645\u0627\u0644\u064a 40 \u0637\u0627\u0644\u0628\u064b\u0627 \u0645\u0639 10 \u0637\u0644\u0627\u0628 \u0645\u0646 \u0643\u0644 \u0635\u0641 \u062f\u0631\u0627\u0633\u064a:<\/span><\/p>\n
 library<\/span> (dplyr)\n\n#obtain laminated sample<\/span>\nstrat_sample <- df %>%\n                  group_by<\/span> (grade) %>%\n                  sample_n<\/span> (size=10)\n\n#find frequency of students from each grade\n<\/span>table(strat_sample$grade)\n\n Freshman Junior Senior Sophomore \n       10 10 10 10 \n<\/strong><\/pre>\n
 \u0623\u062e\u0630 \u0627\u0644\u0639\u064a\u0646\u0627\u062a \u0627\u0644\u0637\u0628\u0642\u064a\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062c\u0632\u0621 \u0645\u0646 \u0627\u0644\u0635\u0641\u0648\u0641<\/strong><\/span><\/h3>\n
 \u064a\u0648\u0636\u062d \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u0629 \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0629 \u0627\u0644\u062a\u0627\u0644\u064a\u0629 \u0643\u064a\u0641\u064a\u0629 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062f\u0627\u0644\u062a\u064a\u0646 group_by()<\/strong> \u0648 sample_frac()<\/strong> \u0645\u0646 \u0627\u0644\u062d\u0632\u0645\u0629 dplyr<\/a> \u0644\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u0639\u064a\u0646\u0629 \u0639\u0634\u0648\u0627\u0626\u064a\u0629 \u0637\u0628\u0642\u064a\u0629 \u0646\u062e\u062a\u0627\u0631 \u0645\u0646\u0647\u0627 \u0639\u0634\u0648\u0627\u0626\u064a\u064b\u0627 15% \u0645\u0646 \u0627\u0644\u0637\u0644\u0627\u0628 \u0641\u064a \u0643\u0644 \u0635\u0641 \u062f\u0631\u0627\u0633\u064a:<\/span><\/p>\n
 library<\/span> (dplyr)\n\n#obtain laminated sample<\/span>\nstrat_sample <- df %>%\n                  group_by<\/span> (grade) %>%\n                  sample_frac<\/span> (size=.15)\n\n#find frequency of students from each grade\n<\/span>table(strat_sample$grade)\n\n Freshman Junior Senior Sophomore \n       15 15 15 15<\/strong><\/pre>\n
 \u0645\u0635\u0627\u062f\u0631 \u0625\u0636\u0627\u0641\u064a\u0629<\/span><\/strong><\/span><\/h3>\n
 \u0623\u0646\u0648\u0627\u0639 \u0637\u0631\u0642 \u0623\u062e\u0630 \u0627\u0644\u0639\u064a\u0646\u0627\u062a<\/a>
 \u0623\u062e\u0630 \u0627\u0644\u0639\u064a\u0646\u0627\u062a \u0627\u0644\u0639\u0646\u0642\u0648\u062f\u064a\u0629 \u0641\u064a R<\/a>
 \u0623\u062e\u0630 \u0627\u0644\u0639\u064a\u0646\u0627\u062a \u0627\u0644\u0645\u0646\u0647\u062c\u064a\u0629 \u0641\u064a R<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"
\u063a\u0627\u0644\u0628\u064b\u0627 \u0645\u0627 \u064a\u0623\u062e\u0630 \u0627\u0644\u0628\u0627\u062d\u062b\u0648\u0646 \u0639\u064a\u0646\u0627\u062a \u0645\u0646 \u0627\u0644\u0633\u0643\u0627\u0646 \u0648\u064a\u0633\u062a\u062e\u062f\u0645\u0648\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0646 \u0627\u0644\u0639\u064a\u0646\u0629 \u0644\u0627\u0633\u062a\u062e\u0644\u0627\u0635 \u0627\u0633\u062a\u0646\u062a\u0627\u062c\u0627\u062a \u062d\u0648\u0644 \u0627\u0644\u0633\u0643\u0627\u0646 \u0643\u0643\u0644. \u0637\u0631\u064a\u0642\u0629 \u0623\u062e\u0630 \u0627\u0644\u0639\u064a\u0646\u0627\u062a \u0634\u0627\u0626\u0639\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0647\u064a \u0623\u062e\u0630 \u0627\u0644\u0639\u064a\u0646\u0627\u062a \u0627\u0644\u0639\u0634\u0648\u0627\u0626\u064a\u0629 \u0627\u0644\u0637\u0628\u0642\u064a\u0629 \u060c \u062d\u064a\u062b \u064a\u062a\u0645 \u062a\u0642\u0633\u064a\u0645 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[…]<\/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":"\n\u0623\u062e\u0630 \u0627\u0644\u0639\u064a\u0646\u0627\u062a \u0627\u0644\u0637\u0628\u0642\u064a\u0629 \u0641\u064a R (\u0645\u0639 \u0623\u0645\u062b\u0644\u0629)<\/title>\n<meta name=\"description\" content=\"\u0634\u0631\u062d \u0628\u0633\u064a\u0637 \u0644\u0643\u064a\u0641\u064a\u0629 \u0625\u062c\u0631\u0627\u0621 \u0623\u062e\u0630 \u0627\u0644\u0639\u064a\u0646\u0627\u062a \u0627\u0644\u0637\u0628\u0642\u064a\u0629 \u0641\u064a R.\" \/>\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\/ar\/\u0627\u0654\u062e\u0630-\u0627\u0644\u0639\u064a\u0646\u0627\u062a-\u0627\u0644\u0637\u0628\u0642\u064a\u0629-\u0635\/\" \/>\n<meta property=\"og:locale\" content=\"az_AZ\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u0623\u062e\u0630 \u0627\u0644\u0639\u064a\u0646\u0627\u062a \u0627\u0644\u0637\u0628\u0642\u064a\u0629 \u0641\u064a R (\u0645\u0639 \u0623\u0645\u062b\u0644\u0629)\" \/>\n<meta property=\"og:description\" content=\"\u0634\u0631\u062d \u0628\u0633\u064a\u0637 \u0644\u0643\u064a\u0641\u064a\u0629 \u0625\u062c\u0631\u0627\u0621 \u0623\u062e\u0630 \u0627\u0644\u0639\u064a\u0646\u0627\u062a \u0627\u0644\u0637\u0628\u0642\u064a\u0629 \u0641\u064a R.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/ar\/\u0627\u0654\u062e\u0630-\u0627\u0644\u0639\u064a\u0646\u0627\u062a-\u0627\u0644\u0637\u0628\u0642\u064a\u0629-\u0635\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-28T04:00:13+00:00\" \/>\n<meta name=\"author\" content=\"\u062f\u0643\u062a\u0648\u0631 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