{"id":497,"date":"2025-11-22T17:24:35","date_gmt":"2025-11-22T17:24:35","guid":{"rendered":"https:\/\/statacademy-eg.com\/blog\/?p=497"},"modified":"2025-11-22T17:24:58","modified_gmt":"2025-11-22T17:24:58","slug":"%d8%a3%d8%b3%d8%a7%d9%84%d9%8a%d8%a8-%d8%a7%d9%84%d8%aa%d8%ad%d9%84%d9%8a%d9%84-%d8%a7%d9%84%d9%85%d8%aa%d9%82%d8%b7%d8%b9","status":"publish","type":"post","link":"https:\/\/statacademy-eg.com\/blogs\/%d8%a3%d8%b3%d8%a7%d9%84%d9%8a%d8%a8-%d8%a7%d9%84%d8%aa%d8%ad%d9%84%d9%8a%d9%84-%d8%a7%d9%84%d9%85%d8%aa%d9%82%d8%b7%d8%b9\/","title":{"rendered":"\u0623\u0633\u0627\u0644\u064a\u0628 \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0645\u062a\u0642\u0637\u0639: \u0623\u0647\u0645 \u0627\u0644\u062a\u0642\u0646\u064a\u0627\u062a \u0648\u0627\u0644\u0625\u0633\u062a\u062e\u062f\u0627\u0645\u0627\u062a \u0641\u064a \u0627\u0644\u0625\u062d\u0635\u0627\u0621 \u0648\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a"},"content":{"rendered":"<p>\u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0625\u062d\u0635\u0627\u0626\u064a \u0644\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u062a\u0642\u0637\u0639\u0629 (Categorical Data Analysis) \u064a\u064f\u0639\u062f \u0623\u062d\u062f \u0627\u0644\u0631\u0643\u0627\u0626\u0632 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0641\u064a \u0639\u0644\u0645 \u0627\u0644\u0625\u062d\u0635\u0627\u0621 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u064a\u060c \u062e\u0627\u0635\u0629 \u0641\u064a \u0627\u0644\u0645\u062c\u0627\u0644\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0635\u0641\u064a\u0629 \u0623\u0648 \u0646\u0648\u0639\u064a\u0629. \u0641\u0627\u0644\u0643\u062b\u064a\u0631 \u0645\u0646 \u0627\u0644\u0638\u0648\u0627\u0647\u0631 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a\u0629\u060c \u0648\u0627\u0644\u0637\u0628\u064a\u0629\u060c \u0648\u0627\u0644\u0627\u0642\u062a\u0635\u0627\u062f\u064a\u0629 \u0644\u0627 \u062a\u064f\u0642\u0627\u0633 \u0639\u0644\u0649 \u0645\u0642\u064a\u0627\u0633 \u0639\u062f\u062f\u064a \u0645\u0633\u062a\u0645\u0631\u060c \u0648\u0625\u0646\u0645\u0627 \u062a\u064f\u0639\u0628\u0651\u064e\u0631 \u0639\u0646\u0647\u0627 \u0628\u0641\u0626\u0627\u062a \u0623\u0648 \u062a\u0635\u0646\u064a\u0641\u0627\u062a \u0645\u062b\u0644 &#8220;\u0627\u0644\u0646\u0648\u0639&#8221;\u060c &#8220;\u0627\u0644\u062d\u0627\u0644\u0629 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a\u0629&#8221;\u060c &#8220;\u062f\u0631\u062c\u0629 \u0627\u0644\u0631\u0636\u0627&#8221;\u060c \u0623\u0648 &#8220;\u0646\u062a\u064a\u062c\u0629 \u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631&#8221; (\u0646\u0627\u062c\u062d\/\u0631\u0627\u0633\u0628). \u0648\u0644\u0647\u0630\u0627\u060c \u0641\u0642\u062f \u062a\u0637\u0648\u0651\u0631 \u0641\u0631\u0639 \u0645\u062a\u062e\u0635\u0635 \u0645\u0646 \u0627\u0644\u0625\u062d\u0635\u0627\u0621 \u064a\u064f\u0639\u0646\u0649 \u0628\u062a\u062d\u0644\u064a\u0644 \u0647\u0630\u0627 \u0627\u0644\u0646\u0648\u0639 \u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0648\u064a\u064f\u0639\u0631\u0641 \u0628\u0627\u0633\u0645 <strong>\u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0645\u062a\u0642\u0637\u0639<\/strong> \u0623\u0648 <strong>\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0641\u0626\u0648\u064a\u0629<\/strong><strong> (Categorical Analysis)<\/strong>.<\/p>\n<p>\u064a\u0647\u062f\u0641 \u0647\u0630\u0627 \u0627\u0644\u0646\u0648\u0639 \u0645\u0646 \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0625\u0644\u0649 \u062f\u0631\u0627\u0633\u0629 \u0627\u0644\u0639\u0644\u0627\u0642\u0627\u062a \u0648\u0627\u0644\u0627\u062e\u062a\u0644\u0627\u0641\u0627\u062a \u0628\u064a\u0646 \u0627\u0644\u0645\u062a\u063a\u064a\u0631\u0627\u062a \u0627\u0644\u0646\u0648\u0639\u064a\u0629\u060c \u0648\u062a\u0641\u0633\u064a\u0631 \u0623\u0646\u0645\u0627\u0637 \u0627\u0644\u062a\u0631\u0627\u0628\u0637 \u0623\u0648 \u0627\u0644\u062a\u0641\u0627\u0639\u0644 \u0628\u064a\u0646\u0647\u0627 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0623\u0633\u0627\u0644\u064a\u0628 \u0625\u062d\u0635\u0627\u0626\u064a\u0629 \u062e\u0627\u0635\u0629 \u062a\u062e\u062a\u0644\u0641 \u0639\u0646 \u062a\u0644\u0643 \u0627\u0644\u0645\u0637\u0628\u0642\u0629 \u0639\u0644\u0649 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0643\u0645\u064a\u0629 \u0627\u0644\u0645\u0633\u062a\u0645\u0631\u0629.<\/p>\n<h2><strong>\u0623\u0648\u0644\u0627\u064b: \u0637\u0628\u064a\u0639\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u062a\u0642\u0637\u0639\u0629 \u0648\u0623\u0646\u0648\u0627\u0639\u0647\u0627<\/strong><\/h2>\n<p>\u062a\u064f\u0639\u0631\u0641 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u062a\u0642\u0637\u0639\u0629 \u0628\u0623\u0646\u0647\u0627 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u064f\u0635\u0646\u0651\u064e\u0641 \u0625\u0644\u0649 \u0641\u0626\u0627\u062a \u0623\u0648 \u0645\u0633\u062a\u0648\u064a\u0627\u062a \u0645\u062d\u062f\u0648\u062f\u0629 \u0644\u0627 \u064a\u0645\u0643\u0646 \u0627\u0644\u062a\u0639\u0628\u064a\u0631 \u0639\u0646\u0647\u0627 \u0643\u0623\u0631\u0642\u0627\u0645 \u0645\u062a\u0635\u0644\u0629. \u0648\u062a\u0646\u0642\u0633\u0645 \u0639\u0627\u062f\u0629 \u0625\u0644\u0649 \u0646\u0648\u0639\u064a\u0646 \u0631\u0626\u064a\u0633\u064a\u064a\u0646:<\/p>\n<ol>\n<li><strong>\u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0627\u0633\u0645\u064a\u0629<\/strong><strong> (Nominal Data):<\/strong><br \/>\n\u0648\u0647\u064a \u0627\u0644\u062a\u064a \u062a\u0639\u0628\u0651\u0631 \u0639\u0646 \u0641\u0626\u0627\u062a \u0644\u0627 \u064a\u0645\u0643\u0646 \u062a\u0631\u062a\u064a\u0628\u0647\u0627 \u0645\u0646\u0637\u0642\u064a\u064b\u0627 \u0645\u062b\u0644 \u0627\u0644\u062c\u0646\u0633 (\u0630\u0643\u0631\/\u0623\u0646\u062b\u0649) \u0623\u0648 \u0646\u0648\u0639 \u0627\u0644\u0645\u0647\u0646\u0629 \u0623\u0648 \u0627\u0644\u062d\u0627\u0644\u0629 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a\u0629.<\/li>\n<li><strong>\u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u0631\u062a\u064a\u0628\u064a\u0629<\/strong><strong> (Ordinal Data):<\/strong><br \/>\n\u0648\u0647\u064a \u0628\u064a\u0627\u0646\u0627\u062a \u064a\u0645\u0643\u0646 \u062a\u0631\u062a\u064a\u0628\u0647\u0627 \u062a\u0635\u0627\u0639\u062f\u064a\u064b\u0627 \u0623\u0648 \u062a\u0646\u0627\u0632\u0644\u064a\u064b\u0627 \u0648\u0644\u0643\u0646 \u0627\u0644\u0641\u0631\u0648\u0642 \u0628\u064a\u0646 \u0627\u0644\u0641\u0626\u0627\u062a \u063a\u064a\u0631 \u0645\u062a\u0633\u0627\u0648\u064a\u0629\u060c \u0645\u062b\u0644 \u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u0631\u0636\u0627 (\u0645\u0646\u062e\u0641\u0636 \u2013 \u0645\u062a\u0648\u0633\u0637 \u2013 \u0645\u0631\u062a\u0641\u0639) \u0623\u0648 \u0627\u0644\u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u064a (\u0627\u0628\u062a\u062f\u0627\u0626\u064a \u2013 \u062b\u0627\u0646\u0648\u064a \u2013 \u062c\u0627\u0645\u0639\u064a).<\/li>\n<\/ol>\n<p>\u0647\u0630\u0647 \u0627\u0644\u0637\u0628\u064a\u0639\u0629 \u0627\u0644\u0641\u0626\u0648\u064a\u0629 \u0644\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u062a\u062c\u0639\u0644 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0623\u0633\u0627\u0644\u064a\u0628 \u0627\u0644\u0625\u062d\u0635\u0627\u0626\u064a\u0629 \u0627\u0644\u062a\u0642\u0644\u064a\u062f\u064a\u0629 (\u0645\u062b\u0644 \u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631 \u0627\u0644\u062e\u0637\u064a \u0623\u0648 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u062a\u0628\u0627\u064a\u0646) \u063a\u064a\u0631 \u0645\u0646\u0627\u0633\u0628\u060c \u0644\u0623\u0646 \u0647\u0630\u0647 \u0627\u0644\u0623\u0633\u0627\u0644\u064a\u0628 \u062a\u0641\u062a\u0631\u0636 \u0648\u062c\u0648\u062f \u0645\u0642\u0627\u064a\u064a\u0633 \u0643\u0645\u064a\u0629 \u0630\u0627\u062a \u062a\u0648\u0632\u064a\u0639 \u0637\u0628\u064a\u0639\u064a. \u0648\u0645\u0646 \u0647\u0646\u0627 \u062c\u0627\u0621\u062a \u0627\u0644\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u062a\u0637\u0648\u064a\u0631 <strong>\u0623\u0633\u0627\u0644\u064a\u0628 \u062a\u062d\u0644\u064a\u0644 \u0645\u062a\u0642\u0637\u0639<\/strong> \u062a\u062a\u0644\u0627\u0621\u0645 \u0645\u0639 \u062e\u0635\u0627\u0626\u0635 \u0647\u0630\u0627 \u0627\u0644\u0646\u0648\u0639 \u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a.<\/p>\n<h3><strong>\u062b\u0627\u0646\u064a\u064b\u0627: \u0627\u0644\u0645\u0641\u0627\u0647\u064a\u0645 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0641\u064a \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0645\u062a\u0642\u0637\u0639<\/strong><\/h3>\n<p>\u064a\u064f\u0639\u062a\u0645\u062f \u0641\u064a \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0645\u062a\u0642\u0637\u0639 \u0639\u0644\u0649 \u062f\u0631\u0627\u0633\u0629 <strong>\u0627\u0644\u062c\u062f\u0627\u0648\u0644 \u0627\u0644\u062a\u0648\u0627\u0641\u0642\u064a\u0629<\/strong><strong> (Contingency Tables)<\/strong>\u060c \u0648\u0647\u064a \u062c\u062f\u0627\u0648\u0644 \u062a\u064f\u0633\u062a\u062e\u062f\u0645 \u0644\u062a\u0644\u062e\u064a\u0635 \u0627\u0644\u0639\u0644\u0627\u0642\u0629 \u0628\u064a\u0646 \u0645\u062a\u063a\u064a\u0631\u064a\u0646 \u0623\u0648 \u0623\u0643\u062b\u0631 \u0645\u0646 \u0646\u0648\u0639 \u0641\u0626\u0648\u064a\u060c \u0648\u062a\u064f\u0639\u062f\u0651 \u0646\u0642\u0637\u0629 \u0627\u0644\u0628\u062f\u0627\u064a\u0629 \u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0639\u0644\u0627\u0642\u0627\u062a \u0628\u064a\u0646 \u0627\u0644\u0641\u0626\u0627\u062a. \u0643\u0645\u0627 \u064a\u064f\u0633\u062a\u062e\u062f\u0645 \u0627\u062e\u062a\u0628\u0627\u0631 <strong>\u0643\u0627\u00b2<\/strong><strong> (Chi-Square Test)<\/strong> \u0628\u0635\u0648\u0631\u0629 \u0623\u0633\u0627\u0633\u064a\u0629 \u0644\u0627\u062e\u062a\u0628\u0627\u0631 \u0627\u0633\u062a\u0642\u0644\u0627\u0644\u064a\u0629 \u0627\u0644\u0645\u062a\u063a\u064a\u0631\u0627\u062a \u0623\u0648 \u0648\u062c\u0648\u062f \u0627\u0631\u062a\u0628\u0627\u0637 \u0645\u0639\u0646\u0648\u064a \u0628\u064a\u0646\u0647\u0627.<\/p>\n<p>\u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644\u060c \u064a\u0645\u0643\u0646 \u0644\u0627\u062e\u062a\u0628\u0627\u0631 \u0643\u0627\u00b2 \u0623\u0646 \u064a\u062d\u062f\u062f \u0645\u0627 \u0625\u0630\u0627 \u0643\u0627\u0646 \u0647\u0646\u0627\u0643 \u0639\u0644\u0627\u0642\u0629 \u0628\u064a\u0646 \u0627\u0644\u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u064a \u0648\u0646\u0648\u0639 \u0627\u0644\u0639\u0645\u0644\u060c \u0623\u0648 \u0628\u064a\u0646 \u0627\u0644\u062d\u0627\u0644\u0629 \u0627\u0644\u0635\u062d\u064a\u0629 \u0648\u0646\u0645\u0637 \u0627\u0644\u062d\u064a\u0627\u0629. \u0648\u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0647\u0630\u0627 \u0627\u0644\u0623\u0633\u0627\u0633\u060c \u062a\u0645 \u062a\u0637\u0648\u064a\u0631 \u0639\u062f\u062f \u0645\u0646 \u0627\u0644\u0623\u0633\u0627\u0644\u064a\u0628 \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629 \u0627\u0644\u062a\u064a \u062a\u0633\u0645\u062d \u0628\u062a\u062d\u0644\u064a\u0644 \u0623\u0643\u062b\u0631 \u0639\u0645\u0642\u064b\u0627 \u0644\u0647\u0630\u0647 \u0627\u0644\u0639\u0644\u0627\u0642\u0627\u062a.<\/p>\n<h3><strong>\u062b\u0627\u0644\u062b\u064b\u0627: \u0623\u0647\u0645 \u0623\u0633\u0627\u0644\u064a\u0628 \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0645\u062a\u0642\u0637\u0639<\/strong><\/h3>\n<ol>\n<li><strong>\u0627\u062e\u062a\u0628\u0627\u0631 \u0643\u0627\u00b2<\/strong><strong> (Chi-Square Test of Independence)<\/strong><\/li>\n<\/ol>\n<p>\u064a\u064f\u0639\u062a\u0628\u0631 \u0645\u0646 \u0623\u0628\u0633\u0637 \u0648\u0623\u0647\u0645 \u0623\u062f\u0648\u0627\u062a \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0645\u062a\u0642\u0637\u0639\u060c \u0648\u064a\u064f\u0633\u062a\u062e\u062f\u0645 \u0644\u0627\u062e\u062a\u0628\u0627\u0631 \u0645\u0627 \u0625\u0630\u0627 \u0643\u0627\u0646 \u0647\u0646\u0627\u0643 \u0627\u0631\u062a\u0628\u0627\u0637 \u0628\u064a\u0646 \u0645\u062a\u063a\u064a\u0631\u064a\u0646 \u0641\u0626\u0648\u064a\u064a\u0646 \u0645\u0633\u062a\u0642\u0644\u064a\u0646. \u0648\u064a\u0639\u062a\u0645\u062f \u0639\u0644\u0649 \u0645\u0642\u0627\u0631\u0646\u0629 \u0627\u0644\u062a\u0643\u0631\u0627\u0631\u0627\u062a \u0627\u0644\u0641\u0639\u0644\u064a\u0629 \u0628\u0627\u0644\u062a\u0643\u0631\u0627\u0631\u0627\u062a \u0627\u0644\u0645\u062a\u0648\u0642\u0639\u0629 \u0641\u064a \u0627\u0644\u062c\u062f\u0648\u0644 \u0627\u0644\u062a\u0648\u0627\u0641\u0642\u064a.<br \/>\n\u0625\u0630\u0627 \u0643\u0627\u0646\u062a \u0627\u0644\u0641\u0631\u0648\u0642 \u0628\u064a\u0646 \u0627\u0644\u062a\u0643\u0631\u0627\u0631\u0627\u062a \u0627\u0644\u0641\u0639\u0644\u064a\u0629 \u0648\u0627\u0644\u0645\u062a\u0648\u0642\u0639\u0629 \u0643\u0628\u064a\u0631\u0629 \u0628\u062f\u0631\u062c\u0629 \u0645\u0639\u0646\u0648\u064a\u0629\u060c \u0641\u0625\u0646 \u0630\u0644\u0643 \u064a\u0634\u064a\u0631 \u0625\u0644\u0649 \u0648\u062c\u0648\u062f \u0639\u0644\u0627\u0642\u0629 \u0630\u0627\u062a \u062f\u0644\u0627\u0644\u0629 \u0628\u064a\u0646 \u0627\u0644\u0645\u062a\u063a\u064a\u0631\u064a\u0646.<\/p>\n<ol start=\"2\">\n<li><strong>\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631 \u0627\u0644\u0644\u0648\u062c\u0633\u062a\u064a<\/strong><strong> (Logistic Regression Analysis)<\/strong><\/li>\n<\/ol>\n<p>\u064a\u064f\u0633\u062a\u062e\u062f\u0645 \u0639\u0646\u062f\u0645\u0627 \u064a\u0643\u0648\u0646 \u0627\u0644\u0645\u062a\u063a\u064a\u0631 \u0627\u0644\u062a\u0627\u0628\u0639 \u0641\u0626\u0648\u064a\u064b\u0627 (\u0645\u062b\u0644 \u0646\u062c\u0627\u062d\/\u0641\u0634\u0644 \u0623\u0648 \u0648\u062c\u0648\u062f\/\u0639\u062f\u0645 \u0648\u062c\u0648\u062f)\u060c \u0628\u064a\u0646\u0645\u0627 \u062a\u0643\u0648\u0646 \u0627\u0644\u0645\u062a\u063a\u064a\u0631\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u0642\u0644\u0629 \u0643\u0645\u064a\u0629 \u0623\u0648 \u0646\u0648\u0639\u064a\u0629.<br \/>\n\u0648\u064a\u064f\u0639\u062f <strong>\u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631 \u0627\u0644\u0644\u0648\u062c\u0633\u062a\u064a \u0627\u0644\u062b\u0646\u0627\u0626\u064a<\/strong><strong> (Binary Logistic Regression)<\/strong> \u0627\u0644\u0623\u0643\u062b\u0631 \u0634\u064a\u0648\u0639\u064b\u0627\u060c \u0625\u0630 \u064a\u064f\u0633\u062a\u062e\u062f\u0645 \u0644\u0644\u062a\u0646\u0628\u0624 \u0628\u0627\u062d\u062a\u0645\u0627\u0644\u064a\u0629 \u0648\u0642\u0648\u0639 \u062d\u062f\u062b \u0645\u0627. \u0643\u0645\u0627 \u062a\u0648\u062c\u062f \u0635\u064a\u063a \u0645\u062a\u0642\u062f\u0645\u0629 \u0645\u062b\u0644 <strong>\u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631 \u0627\u0644\u0644\u0648\u062c\u0633\u062a\u064a \u0627\u0644\u0645\u062a\u0639\u062f\u062f<\/strong><strong> (Multinomial Logistic Regression)<\/strong> \u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0645\u062a\u063a\u064a\u0631\u0627\u062a \u0627\u0644\u062a\u0627\u0628\u0639\u0629 \u0627\u0644\u062a\u064a \u062a\u062d\u062a\u0648\u064a \u0639\u0644\u0649 \u0623\u0643\u062b\u0631 \u0645\u0646 \u0641\u0626\u0629\u060c \u0648<strong>\u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631 \u0627\u0644\u0644\u0648\u062c\u0633\u062a\u064a \u0627\u0644\u062a\u0631\u062a\u064a\u0628\u064a<\/strong><strong> (Ordinal Logistic Regression)<\/strong> \u0644\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u0631\u062a\u064a\u0628\u064a\u0629.<\/p>\n<ol start=\"3\">\n<li><strong>\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u062c\u062f\u0627\u0648\u0644 \u0627\u0644\u062a\u0648\u0627\u0641\u0642\u064a\u0629 \u0627\u0644\u0645\u062a\u0639\u062f\u062f\u0629<\/strong><strong> (Multiple Contingency Tables Analysis)<\/strong><\/li>\n<\/ol>\n<p>\u064a\u064f\u0633\u062a\u062e\u062f\u0645 \u0639\u0646\u062f\u0645\u0627 \u064a\u062a\u062c\u0627\u0648\u0632 \u0639\u062f\u062f \u0627\u0644\u0645\u062a\u063a\u064a\u0631\u0627\u062a \u0627\u0644\u0641\u0626\u0648\u064a\u0629 \u0627\u062b\u0646\u064a\u0646\u060c \u0648\u064a\u0647\u062f\u0641 \u0625\u0644\u0649 \u062f\u0631\u0627\u0633\u0629 \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0627\u0644\u0645\u062a\u0639\u062f\u062f\u0629 \u0648\u0627\u0644\u0645\u062a\u0634\u0627\u0628\u0643\u0629 \u0628\u064a\u0646\u0647\u0627. \u0648\u0642\u062f \u0637\u064f\u0648\u0631\u062a \u0646\u0645\u0627\u0630\u062c \u062e\u0627\u0635\u0629 \u0645\u062b\u0644 <strong>\u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0644\u0648\u063a-\u062e\u0637\u064a\u0629<\/strong><strong> (Log-Linear Models)<\/strong> \u0644\u062a\u062d\u0644\u064a\u0644 \u0647\u0630\u0647 \u0627\u0644\u0639\u0644\u0627\u0642\u0627\u062a \u0641\u064a \u0636\u0648\u0621 \u0627\u0644\u062a\u0643\u0631\u0627\u0631\u0627\u062a \u0627\u0644\u0645\u062a\u0648\u0642\u0639\u0629 \u0641\u064a \u0627\u0644\u062c\u062f\u0627\u0648\u0644 \u0627\u0644\u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0623\u0628\u0639\u0627\u062f.<\/p>\n<ol start=\"4\">\n<li><strong>\u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0644\u0648\u063a-\u062e\u0637\u064a\u0629<\/strong><strong> (Log-Linear Models)<\/strong><\/li>\n<\/ol>\n<p>\u062a\u064f\u0639\u062f \u0627\u0645\u062a\u062f\u0627\u062f\u064b\u0627 \u0637\u0628\u064a\u0639\u064a\u064b\u0627 \u0644\u0627\u062e\u062a\u0628\u0627\u0631 \u0643\u0627\u00b2 \u0648\u0644\u0643\u0646\u0647\u0627 \u0623\u0643\u062b\u0631 \u0645\u0631\u0648\u0646\u0629 \u0648\u062a\u0639\u0642\u064a\u062f\u064b\u0627.<br \/>\n\u062a\u064f\u0633\u062a\u062e\u062f\u0645 \u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0639\u0644\u0627\u0642\u0627\u062a \u0627\u0644\u0645\u062a\u0628\u0627\u062f\u0644\u0629 \u0628\u064a\u0646 \u0623\u0643\u062b\u0631 \u0645\u0646 \u0645\u062a\u063a\u064a\u0631 \u0641\u0626\u0648\u064a \u062f\u0648\u0646 \u0627\u0644\u062a\u0645\u064a\u064a\u0632 \u0628\u064a\u0646 \u0645\u062a\u063a\u064a\u0631\u0627\u062a \u062a\u0627\u0628\u0639\u0629 \u0623\u0648 \u0645\u0633\u062a\u0642\u0644\u0629\u060c \u0625\u0630 \u062a\u0647\u062f\u0641 \u0625\u0644\u0649 \u062a\u0641\u0633\u064a\u0631 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0627\u0644\u0643\u0627\u0645\u0646\u0629 \u0648\u0631\u0627\u0621 \u062a\u0648\u0632\u064a\u0639 \u0627\u0644\u062a\u0643\u0631\u0627\u0631\u0627\u062a \u0641\u064a \u0627\u0644\u062c\u062f\u0627\u0648\u0644 \u0627\u0644\u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0623\u0628\u0639\u0627\u062f.<br \/>\n\u0648\u062a\u064f\u0633\u062a\u062e\u062f\u0645 \u0647\u0630\u0647 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0628\u0643\u062b\u0631\u0629 \u0641\u064a \u0645\u062c\u0627\u0644\u0627\u062a \u0639\u0644\u0645 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u060c \u0639\u0644\u0645 \u0627\u0644\u0646\u0641\u0633\u060c \u0648\u0639\u0644\u0645 \u0627\u0644\u062a\u0633\u0648\u064a\u0642.<\/p>\n<ol start=\"5\">\n<li><strong>\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0645\u0631\u0627\u0633\u0644\u0627\u062a<\/strong><strong> (Correspondence Analysis)<\/strong><\/li>\n<\/ol>\n<p>\u0647\u0648 \u0623\u0633\u0644\u0648\u0628 \u0631\u0633\u0648\u0645\u064a \u064a\u0647\u062f\u0641 \u0625\u0644\u0649 \u062a\u0645\u062b\u064a\u0644 \u0627\u0644\u0639\u0644\u0627\u0642\u0627\u062a \u0628\u064a\u0646 \u0627\u0644\u0641\u0626\u0627\u062a \u0641\u064a \u0634\u0643\u0644 \u062b\u0646\u0627\u0626\u064a \u0627\u0644\u0623\u0628\u0639\u0627\u062f \u0644\u062a\u0633\u0647\u064a\u0644 \u062a\u0641\u0633\u064a\u0631 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0627\u0644\u062a\u0631\u0627\u0628\u0637\u064a\u0629 \u0628\u064a\u0646\u0647\u0627.<br \/>\n\u064a\u064f\u0639\u062f\u0651 \u0647\u0630\u0627 \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0628\u0645\u062b\u0627\u0628\u0629 \u0646\u0638\u064a\u0631 \u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0645\u0643\u0648\u0646\u0627\u062a \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0648\u0644\u0643\u0646 \u0644\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0641\u0626\u0648\u064a\u0629. \u0648\u064a\u0633\u0627\u0639\u062f \u0627\u0644\u0628\u0627\u062d\u062b\u064a\u0646 \u0639\u0644\u0649 \u062a\u0635\u0648\u0631 \u0627\u0644\u0639\u0644\u0627\u0642\u0629 \u0628\u064a\u0646 \u0627\u0644\u0641\u0626\u0627\u062a \u0627\u0644\u0645\u062e\u062a\u0644\u0641\u0629 \u0628\u0637\u0631\u064a\u0642\u0629 \u0628\u0635\u0631\u064a\u0629 \u0648\u0627\u0636\u062d\u0629.<\/p>\n<ol start=\"6\">\n<li><strong>\u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0639\u0627\u0645\u0644\u064a \u0644\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0641\u0626\u0648\u064a\u0629<\/strong><strong> (Categorical Factor Analysis)<\/strong><\/li>\n<\/ol>\n<p>\u064a\u064f\u0633\u062a\u062e\u062f\u0645 \u0644\u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0623\u0628\u0639\u0627\u062f \u0627\u0644\u0643\u0627\u0645\u0646\u0629 \u0627\u0644\u062a\u064a \u062a\u064f\u0641\u0633\u0651\u0631 \u0627\u0644\u062a\u0628\u0627\u064a\u0646 \u0628\u064a\u0646 \u0627\u0644\u0645\u062a\u063a\u064a\u0631\u0627\u062a \u0627\u0644\u0646\u0648\u0639\u064a\u0629. \u0648\u063a\u0627\u0644\u0628\u064b\u0627 \u0645\u0627 \u064a\u064f\u0633\u062a\u062e\u062f\u0645 \u0641\u064a \u0627\u0644\u0628\u062d\u0648\u062b \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a\u0629 \u0648\u0627\u0644\u062a\u0631\u0628\u0648\u064a\u0629 \u0644\u062a\u062d\u0644\u064a\u0644 \u0645\u0642\u0627\u064a\u064a\u0633 \u062a\u0639\u062a\u0645\u062f \u0639\u0644\u0649 \u0627\u0644\u0623\u0633\u0626\u0644\u0629 \u0627\u0644\u0627\u062e\u062a\u064a\u0627\u0631\u064a\u0629 \u0623\u0648 \u0627\u0644\u0627\u0633\u062a\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0643\u0648\u0646\u0629 \u0645\u0646 \u0625\u062c\u0627\u0628\u0627\u062a \u0641\u0626\u0648\u064a\u0629.<\/p>\n<h3><strong>\u0631\u0627\u0628\u0639\u064b\u0627: \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0623\u0633\u0627\u0644\u064a\u0628 \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0645\u062a\u0642\u0637\u0639<\/strong><\/h3>\n<p>\u062a\u064f\u0633\u062a\u062e\u062f\u0645 \u0647\u0630\u0647 \u0627\u0644\u0623\u0633\u0627\u0644\u064a\u0628 \u0639\u0644\u0649 \u0646\u0637\u0627\u0642 \u0648\u0627\u0633\u0639 \u0641\u064a \u0645\u062e\u062a\u0644\u0641 \u0627\u0644\u0645\u062c\u0627\u0644\u0627\u062a \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u064a\u0629.<br \/>\n\u0641\u064a <strong>\u0627\u0644\u0639\u0644\u0648\u0645 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a\u0629<\/strong>\u060c \u062a\u0633\u0627\u0639\u062f \u0639\u0644\u0649 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0627\u062a\u062c\u0627\u0647\u0627\u062a \u0648\u0627\u0644\u0633\u0644\u0648\u0643\u064a\u0627\u062a \u0648\u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0639\u0648\u0627\u0645\u0644 \u0627\u0644\u0645\u0631\u062a\u0628\u0637\u0629 \u0628\u0627\u0644\u062a\u0635\u0648\u064a\u062a \u0623\u0648 \u0627\u0644\u0631\u0636\u0627 \u0627\u0644\u0639\u0627\u0645.<br \/>\n\u0648\u0641\u064a <strong>\u0627\u0644\u0637\u0628 \u0648\u0627\u0644\u0635\u062d\u0629 \u0627\u0644\u0639\u0627\u0645\u0629<\/strong>\u060c \u062a\u064f\u0633\u062a\u062e\u062f\u0645 \u0644\u062f\u0631\u0627\u0633\u0629 \u0627\u0644\u0639\u0644\u0627\u0642\u0629 \u0628\u064a\u0646 \u0627\u0644\u062d\u0627\u0644\u0629 \u0627\u0644\u0645\u0631\u0636\u064a\u0629 \u0648\u0627\u0644\u0639\u0648\u0627\u0645\u0644 \u0627\u0644\u0633\u0644\u0648\u0643\u064a\u0629 \u0623\u0648 \u0627\u0644\u062f\u064a\u0645\u0648\u063a\u0631\u0627\u0641\u064a\u0629.<br \/>\n\u0623\u0645\u0627 \u0641\u064a <strong>\u0627\u0644\u0627\u0642\u062a\u0635\u0627\u062f \u0648\u0627\u0644\u0625\u062f\u0627\u0631\u0629<\/strong>\u060c \u0641\u062a\u064f\u0648\u0638\u0651\u064e\u0641 \u0644\u062a\u062d\u0644\u064a\u0644 \u0633\u0644\u0648\u0643 \u0627\u0644\u0645\u0633\u062a\u0647\u0644\u0643 \u0648\u062a\u0648\u062c\u0647\u0627\u062a\u0647\u060c \u0648\u062f\u0631\u0627\u0633\u0629 \u0627\u0644\u0639\u0648\u0627\u0645\u0644 \u0627\u0644\u0645\u0624\u062b\u0631\u0629 \u0641\u064a \u0627\u062a\u062e\u0627\u0630 \u0627\u0644\u0642\u0631\u0627\u0631 \u0627\u0644\u0634\u0631\u0627\u0626\u064a.<br \/>\n\u0648\u0641\u064a <strong>\u0639\u0644\u0648\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062d\u062f\u064a\u062b\u0629<\/strong>\u060c \u062a\u0634\u0643\u0644 \u0647\u0630\u0647 \u0627\u0644\u0623\u0633\u0627\u0644\u064a\u0628 \u0627\u0644\u0623\u0633\u0627\u0633 \u0644\u062a\u062d\u0644\u064a\u0644 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0646\u0648\u0639\u064a\u0629 \u0627\u0644\u0643\u0628\u064a\u0631\u0629 (Categorical Big Data) \u0627\u0644\u062a\u064a \u062a\u064f\u062c\u0645\u0639 \u0645\u0646 \u0627\u0633\u062a\u0628\u064a\u0627\u0646\u0627\u062a \u0623\u0648 \u0634\u0628\u0643\u0627\u062a \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a.<\/p>\n<h3><strong>\u062e\u0627\u0645\u0633\u064b\u0627: \u0645\u062a\u0637\u0644\u0628\u0627\u062a \u0648\u0634\u0631\u0648\u0637 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0645\u062a\u0642\u0637\u0639<\/strong><\/h3>\n<p>\u0644\u0636\u0645\u0627\u0646 \u062f\u0642\u0629 \u0627\u0644\u0646\u062a\u0627\u0626\u062c\u060c \u064a\u062c\u0628 \u0623\u0646 \u062a\u062a\u0648\u0627\u0641\u0631 \u0639\u062f\u0629 \u0634\u0631\u0648\u0637 \u0639\u0646\u062f \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0623\u0633\u0627\u0644\u064a\u0628 \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0645\u062a\u0642\u0637\u0639\u060c \u0645\u0646\u0647\u0627:<\/p>\n<ul>\n<li><strong>\u0643\u0641\u0627\u064a\u0629 \u062d\u062c\u0645 \u0627\u0644\u0639\u064a\u0646\u0629<\/strong> \u0644\u062a\u062c\u0646\u0628 \u0627\u0644\u0642\u064a\u0645 \u0627\u0644\u0645\u062a\u0648\u0642\u0639\u0629 \u0627\u0644\u0645\u0646\u062e\u0641\u0636\u0629 \u0641\u064a \u0627\u0644\u062c\u062f\u0627\u0648\u0644 \u0627\u0644\u062a\u0648\u0627\u0641\u0642\u064a\u0629.<\/li>\n<li><strong>\u0627\u0633\u062a\u0642\u0644\u0627\u0644\u064a\u0629 \u0627\u0644\u0645\u0644\u0627\u062d\u0638\u0627\u062a<\/strong> \u0628\u062d\u064a\u062b \u0644\u0627 \u062a\u0643\u0648\u0646 \u0627\u0644\u0641\u0626\u0627\u062a \u0645\u062a\u0631\u0627\u0628\u0637\u0629 \u0632\u0645\u0646\u064a\u064b\u0627 \u0623\u0648 \u0645\u0643\u0627\u0646\u064a\u064b\u0627.<\/li>\n<li><strong>\u0627\u0644\u062a\u0645\u062b\u064a\u0644 \u0627\u0644\u0645\u062a\u0648\u0627\u0632\u0646 \u0644\u0644\u0641\u0626\u0627\u062a<\/strong>\u060c \u0644\u0623\u0646 \u0627\u0644\u0641\u0626\u0627\u062a \u0627\u0644\u0635\u063a\u064a\u0631\u0629 \u062c\u062f\u064b\u0627 \u0642\u062f \u062a\u0624\u062f\u064a \u0625\u0644\u0649 \u0646\u062a\u0627\u0626\u062c \u0645\u0636\u0644\u0644\u0629.<br \/>\n\u0643\u0645\u0627 \u064a\u064f\u0646\u0635\u062d \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 <strong>\u0627\u0644\u0645\u0642\u0627\u064a\u064a\u0633 \u0627\u0644\u062a\u0635\u062d\u064a\u062d\u064a\u0629<\/strong> \u0645\u062b\u0644 \u062a\u0635\u062d\u064a\u062d \u0641\u064a\u0634\u0631 \u0623\u0648 \u062a\u0635\u062d\u064a\u062d \u064a\u064a\u062a\u0633 \u0639\u0646\u062f \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0627\u0644\u0639\u064a\u0646\u0627\u062a \u0627\u0644\u0635\u063a\u064a\u0631\u0629.<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p>\u0625\u0646 \u0623\u0633\u0627\u0644\u064a\u0628 \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0645\u062a\u0642\u0637\u0639 \u062a\u064f\u0639\u062f\u0651 \u0645\u0646 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0625\u062d\u0635\u0627\u0626\u064a\u0629 \u0627\u0644\u062c\u0648\u0647\u0631\u064a\u0629 \u0641\u064a \u0627\u0644\u0628\u062d\u062b \u0627\u0644\u0639\u0644\u0645\u064a\u060c \u0644\u0645\u0627 \u062a\u0648\u0641\u0631\u0647 \u0645\u0646 \u0642\u062f\u0631\u0629 \u0639\u0644\u0649 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0646\u0648\u0639\u064a\u0629 \u0648\u062a\u0641\u0633\u064a\u0631 \u0627\u0644\u0639\u0644\u0627\u0642\u0627\u062a \u0628\u064a\u0646 \u0627\u0644\u0645\u062a\u063a\u064a\u0631\u0627\u062a \u0627\u0644\u0641\u0626\u0648\u064a\u0629 \u0628\u0637\u0631\u0642 \u062f\u0642\u064a\u0642\u0629 \u0648\u0645\u0648\u0636\u0648\u0639\u064a\u0629.<br \/>\n\u0644\u0642\u062f \u0623\u0633\u0647\u0645\u062a \u0647\u0630\u0647 \u0627\u0644\u0623\u0633\u0627\u0644\u064a\u0628 \u0641\u064a \u062a\u0648\u0633\u064a\u0639 \u0646\u0637\u0627\u0642 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0625\u062d\u0635\u0627\u0621 \u0644\u062a\u0634\u0645\u0644 \u0645\u064a\u0627\u062f\u064a\u0646 \u0644\u0645 \u064a\u0643\u0646 \u0645\u0646 \u0627\u0644\u0645\u0645\u0643\u0646 \u062a\u062d\u0644\u064a\u0644\u0647\u0627 \u0628\u0627\u0644\u0637\u0631\u0642 \u0627\u0644\u062a\u0642\u0644\u064a\u062f\u064a\u0629\u060c \u0648\u0623\u0635\u0628\u062d\u062a \u0631\u0643\u064a\u0632\u0629 \u0623\u0633\u0627\u0633\u064a\u0629 \u0641\u064a \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0638\u0648\u0627\u0647\u0631 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a\u0629 \u0648\u0627\u0644\u0633\u0644\u0648\u0643\u064a\u0629 \u0648\u0627\u0644\u0637\u0628\u064a\u0629. \u0648\u0645\u0639 \u062a\u0637\u0648\u0631 \u0627\u0644\u0628\u0631\u0627\u0645\u062c \u0627\u0644\u0625\u062d\u0635\u0627\u0626\u064a\u0629 \u0645\u062b\u0644 <strong>SPSS<\/strong> \u0648<strong>R<\/strong> \u0648<strong>SAS<\/strong>\u060c \u0628\u0627\u062a \u062a\u0637\u0628\u064a\u0642 \u0647\u0630\u0647 \u0627\u0644\u0623\u0633\u0627\u0644\u064a\u0628 \u0623\u0643\u062b\u0631 \u0633\u0647\u0648\u0644\u0629 \u0648\u0641\u0627\u0639\u0644\u064a\u0629\u060c \u0645\u0645\u0627 \u062c\u0639\u0644\u0647\u0627 \u0623\u062f\u0627\u0629 \u0644\u0627 \u063a\u0646\u0649 \u0639\u0646\u0647\u0627 \u0641\u064a \u0627\u0644\u062f\u0631\u0627\u0633\u0627\u062a \u0627\u0644\u062d\u062f\u064a\u062b\u0629 \u0627\u0644\u0645\u0639\u062a\u0645\u062f\u0629 \u0639\u0644\u0649 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0641\u0626\u0648\u064a\u0629.<\/p>\n<p>&nbsp;<\/p>\n<p>\u0627\u0642\u0631\u0623 \u0627\u064a\u0636\u0627 :<\/p>\n<p class=\"post-title mb-3\"><strong><a href=\"https:\/\/statacademy-eg.com\/blog\/%d8%a3%d8%b3%d8%a7%d9%84%d9%8a%d8%a8-%d8%a7%d9%84%d8%aa%d8%ad%d9%84%d9%8a%d9%84-%d8%a7%d9%84%d9%85%d8%aa%d8%b9%d8%af%d8%af-%d9%81%d9%8a-%d8%a7%d9%84%d8%a5%d8%ad%d8%b5%d8%a7%d8%a1\/\">\u0623\u0633\u0627\u0644\u064a\u0628 \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0645\u062a\u0639\u062f\u062f \u0641\u064a \u0627\u0644\u0625\u062d\u0635\u0627\u0621<\/a><\/strong><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0625\u062d\u0635\u0627\u0626\u064a \u0644\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u062a\u0642\u0637\u0639\u0629 (Categorical Data Analysis) \u064a\u064f\u0639\u062f \u0623\u062d\u062f \u0627\u0644\u0631\u0643\u0627\u0626\u0632 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0641\u064a \u0639\u0644\u0645 \u0627\u0644\u0625\u062d\u0635\u0627\u0621 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u064a\u060c \u062e\u0627\u0635\u0629 \u0641\u064a \u0627\u0644\u0645\u062c\u0627\u0644\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0635\u0641\u064a\u0629 \u0623\u0648 \u0646\u0648\u0639\u064a\u0629. \u0641\u0627\u0644\u0643\u062b\u064a\u0631 \u0645\u0646 \u0627\u0644\u0638\u0648\u0627\u0647\u0631 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a\u0629\u060c \u0648\u0627\u0644\u0637\u0628\u064a\u0629\u060c \u0648\u0627\u0644\u0627\u0642\u062a\u0635\u0627\u062f\u064a\u0629 \u0644\u0627 \u062a\u064f\u0642\u0627\u0633 \u0639\u0644\u0649 \u0645\u0642\u064a\u0627\u0633 \u0639\u062f\u062f\u064a \u0645\u0633\u062a\u0645\u0631\u060c \u0648\u0625\u0646\u0645\u0627 \u062a\u064f\u0639\u0628\u0651\u064e\u0631 \u0639\u0646\u0647\u0627 \u0628\u0641\u0626\u0627\u062a \u0623\u0648 \u062a\u0635\u0646\u064a\u0641\u0627\u062a \u0645\u062b\u0644 &#8220;\u0627\u0644\u0646\u0648\u0639&#8221;\u060c &#8220;\u0627\u0644\u062d\u0627\u0644\u0629 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a\u0629&#8221;\u060c &#8220;\u062f\u0631\u062c\u0629 \u0627\u0644\u0631\u0636\u0627&#8221;\u060c \u0623\u0648 &#8220;\u0646\u062a\u064a\u062c\u0629 \u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631&#8221; (\u0646\u0627\u062c\u062d\/\u0631\u0627\u0633\u0628). \u0648\u0644\u0647\u0630\u0627\u060c \u0641\u0642\u062f [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":498,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[7],"tags":[93],"class_list":["post-497","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-7","tag-93"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>\u0623\u0633\u0627\u0644\u064a\u0628 \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0645\u062a\u0642\u0637\u0639: \u0623\u0647\u0645 \u0627\u0644\u062a\u0642\u0646\u064a\u0627\u062a \u0648\u0627\u0644\u0625\u0633\u062a\u062e\u062f\u0627\u0645\u0627\u062a \u0641\u064a \u0627\u0644\u0625\u062d\u0635\u0627\u0621 \u0648\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a - Stat Academy<\/title>\n<meta name=\"description\" content=\"\u062a\u0639\u0631\u0641 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