{"id":505,"date":"2025-12-03T17:46:28","date_gmt":"2025-12-03T17:46:28","guid":{"rendered":"https:\/\/statacademy-eg.com\/blog\/?p=505"},"modified":"2025-12-03T17:46:28","modified_gmt":"2025-12-03T17:46:28","slug":"%d8%aa%d8%ad%d9%84%d9%8a%d9%84-%d8%a7%d9%84%d8%a7%d9%86%d8%ad%d8%af%d8%a7%d8%b1","status":"publish","type":"post","link":"https:\/\/statacademy-eg.com\/blogs\/%d8%aa%d8%ad%d9%84%d9%8a%d9%84-%d8%a7%d9%84%d8%a7%d9%86%d8%ad%d8%af%d8%a7%d8%b1\/","title":{"rendered":"\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631 : \u0634\u0631\u062d \u0627\u0644\u0645\u0641\u0647\u0648\u0645 \u0648\u0627\u0644\u0623\u0646\u0648\u0627\u0639 \u0648\u0645\u0639\u0627\u064a\u064a\u0631 \u0627\u062e\u062a\u064a\u0627\u0631 \u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631"},"content":{"rendered":"<p>\u064a\u064f\u0639\u062f <strong>\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631<\/strong><strong> (Regression Analysis)<\/strong> \u0645\u0646 \u0623\u0647\u0645 \u0627\u0644\u0623\u0633\u0627\u0644\u064a\u0628 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u0629 \u0641\u064a \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0639\u0644\u0627\u0642\u0627\u062a \u0628\u064a\u0646 \u0627\u0644\u0645\u062a\u063a\u064a\u0631\u0627\u062a \u0641\u064a \u0639\u0644\u0645 \u0627\u0644\u0625\u062d\u0635\u0627\u0621\u060c \u0625\u0630 \u064a\u0645\u062b\u0644 \u0623\u062f\u0627\u0629 \u0623\u0633\u0627\u0633\u064a\u0629 \u0644\u0644\u062a\u0646\u0628\u0624 \u0648\u0627\u0644\u062a\u0641\u0633\u064a\u0631 \u0648\u0635\u0646\u0639 \u0627\u0644\u0642\u0631\u0627\u0631. \u064a\u0639\u062a\u0645\u062f \u0647\u0630\u0627 \u0627\u0644\u0623\u0633\u0644\u0648\u0628 \u0639\u0644\u0649 \u0628\u0646\u0627\u0621 \u0646\u0645\u0648\u0630\u062c \u0631\u064a\u0627\u0636\u064a \u064a\u0631\u0628\u0637 \u0628\u064a\u0646 \u0645\u062a\u063a\u064a\u0631 \u062a\u0627\u0628\u0639 (Dependent Variable) \u0648\u0645\u062a\u063a\u064a\u0631 \u0623\u0648 \u0623\u0643\u062b\u0631 \u0645\u0633\u062a\u0642\u0644 (Independent Variables)\u060c \u0628\u0647\u062f\u0641 \u062a\u0641\u0633\u064a\u0631 \u0643\u064a\u0641\u064a\u0629 \u062a\u0623\u062b\u0631 \u0627\u0644\u0645\u062a\u063a\u064a\u0631 \u0627\u0644\u062a\u0627\u0628\u0639 \u0628\u062a\u063a\u064a\u0631 \u0642\u064a\u0645 \u0627\u0644\u0645\u062a\u063a\u064a\u0631\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u0642\u0644\u0629.<br \/>\n\u062a\u062a\u0639\u062f\u062f <strong>\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631<\/strong> \u0628\u062a\u0639\u062f\u062f \u0637\u0628\u064a\u0639\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0627\u0644\u0639\u0644\u0627\u0642\u0627\u062a \u0628\u064a\u0646 \u0627\u0644\u0645\u062a\u063a\u064a\u0631\u0627\u062a\u060c \u0641\u0642\u062f \u062a\u0643\u0648\u0646 \u0627\u0644\u0639\u0644\u0627\u0642\u0629 \u062e\u0637\u064a\u0629 \u0623\u0648 \u063a\u064a\u0631 \u062e\u0637\u064a\u0629\u060c \u0628\u0633\u064a\u0637\u0629 \u0623\u0648 \u0645\u062a\u0639\u062f\u062f\u0629\u060c \u0643\u0645\u064a\u0629 \u0623\u0648 \u0646\u0648\u0639\u064a\u0629\u060c \u0645\u0645\u0627 \u0623\u062f\u0649 \u0625\u0644\u0649 \u062a\u0637\u0648\u0631 \u0639\u062f\u062f \u0643\u0628\u064a\u0631 \u0645\u0646 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0625\u062d\u0635\u0627\u0626\u064a\u0629 \u0627\u0644\u062a\u064a \u062a\u0646\u062f\u0631\u062c \u062a\u062d\u062a \u0645\u0633\u0645\u0649 &#8220;\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631&#8221;.<\/p>\n<h2><strong>\u0623\u0648\u0644\u0627\u064b: \u0627\u0644\u0645\u0641\u0647\u0648\u0645 \u0627\u0644\u0639\u0627\u0645 \u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631<\/strong><\/h2>\n<p>\u064a\u0642\u0648\u0645 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631 \u0639\u0644\u0649 \u0641\u0643\u0631\u0629 \u0623\u0633\u0627\u0633\u064a\u0629 \u062a\u062a\u0645\u062b\u0644 \u0641\u064a \u0625\u064a\u062c\u0627\u062f <strong>\u0627\u0644\u0639\u0644\u0627\u0642\u0629 \u0627\u0644\u062f\u0627\u0644\u064a\u0629 \u0628\u064a\u0646 \u0627\u0644\u0645\u062a\u063a\u064a\u0631\u0627\u062a<\/strong> \u0645\u0646 \u062e\u0644\u0627\u0644 \u062a\u0642\u062f\u064a\u0631 \u0645\u0639\u0644\u0645\u0627\u062a \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0625\u062d\u0635\u0627\u0626\u064a \u0627\u0644\u062a\u064a \u062a\u0635\u0641 \u0647\u0630\u0647 \u0627\u0644\u0639\u0644\u0627\u0642\u0629.<br \/>\n\u0648\u064a\u064f\u0633\u062a\u062e\u062f\u0645 \u0647\u0630\u0627 \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0644\u062a\u062d\u0642\u064a\u0642 \u0647\u062f\u0641\u064a\u0646 \u0631\u0626\u064a\u0633\u064a\u064a\u0646:<\/p>\n<ol>\n<li><strong>\u0627\u0644\u062a\u0641\u0633\u064a\u0631<\/strong><strong> (Explanation):<\/strong> \u0623\u064a \u062a\u062d\u062f\u064a\u062f \u0645\u0642\u062f\u0627\u0631 \u0648\u062a\u0623\u062b\u064a\u0631 \u0643\u0644 \u0645\u062a\u063a\u064a\u0631 \u0645\u0633\u062a\u0642\u0644 \u0641\u064a \u0627\u0644\u0645\u062a\u063a\u064a\u0631 \u0627\u0644\u062a\u0627\u0628\u0639.<\/li>\n<li><strong>\u0627\u0644\u062a\u0646\u0628\u0624<\/strong><strong> (Prediction):<\/strong> \u0623\u064a \u0627\u0644\u062a\u0646\u0628\u0624 \u0628\u0642\u064a\u0645 \u0645\u0633\u062a\u0642\u0628\u0644\u064a\u0629 \u0644\u0644\u0645\u062a\u063a\u064a\u0631 \u0627\u0644\u062a\u0627\u0628\u0639 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0642\u064a\u0645 \u0627\u0644\u0645\u062a\u063a\u064a\u0631\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u0642\u0644\u0629.<\/li>\n<\/ol>\n<p>\u0648\u064a\u064f\u0639\u062f \u0647\u0630\u0627 \u0627\u0644\u0623\u0633\u0644\u0648\u0628 \u0623\u0643\u062b\u0631 \u0645\u0631\u0648\u0646\u0629 \u0645\u0646 \u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a \u0627\u0644\u0625\u062d\u0635\u0627\u0626\u064a\u0629 \u0627\u0644\u062a\u0642\u0644\u064a\u062f\u064a\u0629\u060c \u0625\u0630 \u064a\u0633\u0645\u062d \u0628\u062f\u0631\u0627\u0633\u0629 \u0627\u0644\u0639\u0644\u0627\u0642\u0627\u062a \u0627\u0644\u0645\u0639\u0642\u062f\u0629 \u0627\u0644\u062a\u064a \u062a\u0634\u0645\u0644 \u0623\u0643\u062b\u0631 \u0645\u0646 \u0645\u062a\u063a\u064a\u0631 \u0648\u0627\u062d\u062f\u060c \u0643\u0645\u0627 \u064a\u064f\u0633\u062a\u062e\u062f\u0645 \u0639\u0644\u0649 \u0646\u0637\u0627\u0642 \u0648\u0627\u0633\u0639 \u0641\u064a \u0627\u0644\u0639\u0644\u0648\u0645 \u0627\u0644\u0627\u0642\u062a\u0635\u0627\u062f\u064a\u0629 \u0648\u0627\u0644\u0637\u0628\u064a\u0629 \u0648\u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a\u0629 \u0648\u0627\u0644\u0647\u0646\u062f\u0633\u064a\u0629.<\/p>\n<p>&nbsp;<\/p>\n<h2><strong>\u062b\u0627\u0646\u064a\u064b\u0627: \u0623\u0646\u0648\u0627\u0639 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631 \u0641\u064a \u0627\u0644\u0625\u062d\u0635\u0627\u0621<\/strong><\/h2>\n<p>\u064a\u0645\u0643\u0646 \u062a\u0635\u0646\u064a\u0641 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631 \u0625\u0644\u0649 \u0639\u062f\u0629 \u0623\u0646\u0648\u0627\u0639 \u0648\u0641\u0642\u064b\u0627 \u0644\u0637\u0628\u064a\u0639\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0648\u0639\u062f\u062f \u0627\u0644\u0645\u062a\u063a\u064a\u0631\u0627\u062a\u060c \u0648\u0634\u0643\u0644 \u0627\u0644\u0639\u0644\u0627\u0642\u0629 \u0628\u064a\u0646 \u0627\u0644\u0645\u062a\u063a\u064a\u0631\u0627\u062a. \u0648\u0641\u064a\u0645\u0627 \u064a\u0644\u064a \u0639\u0631\u0636 \u0644\u0623\u0628\u0631\u0632 \u0647\u0630\u0647 \u0627\u0644\u0646\u0645\u0627\u0630\u062c:<\/p>\n<ol>\n<li><strong>\u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631 \u0627\u0644\u062e\u0637\u064a \u0627\u0644\u0628\u0633\u064a\u0637<\/strong><strong> (Simple Linear Regression)<\/strong><\/li>\n<\/ol>\n<p>\u064a\u064f\u0639\u062a\u0628\u0631 \u0623\u0628\u0633\u0637 \u0648\u0623\u0642\u062f\u0645 \u0623\u0646\u0648\u0627\u0639 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631. \u0648\u064a\u064f\u0633\u062a\u062e\u062f\u0645 \u0639\u0646\u062f\u0645\u0627 \u062a\u0643\u0648\u0646 \u0627\u0644\u0639\u0644\u0627\u0642\u0629 \u0628\u064a\u0646 <strong>\u0645\u062a\u063a\u064a\u0631 \u062a\u0627\u0628\u0639 \u0648\u0627\u062d\u062f \u0648\u0645\u062a\u063a\u064a\u0631 \u0645\u0633\u062a\u0642\u0644 \u0648\u0627\u062d\u062f<\/strong> \u0639\u0644\u0627\u0642\u0629 \u062e\u0637\u064a\u0629.<br \/>\n\u064a\u064f\u0633\u062a\u062e\u062f\u0645 \u0647\u0630\u0627 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0644\u0644\u062a\u0646\u0628\u0624 \u0628\u0627\u0644\u0639\u0644\u0627\u0642\u0629 \u0627\u0644\u0645\u0628\u0627\u0634\u0631\u0629 \u0645\u062b\u0644 \u0627\u0644\u0639\u0644\u0627\u0642\u0629 \u0628\u064a\u0646 \u0627\u0644\u062f\u062e\u0644 \u0648\u0639\u062f\u062f \u0633\u0646\u0648\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u060c \u0623\u0648 \u0628\u064a\u0646 \u062f\u0631\u062c\u0629 \u0627\u0644\u062d\u0631\u0627\u0631\u0629 \u0648\u0627\u0633\u062a\u0647\u0644\u0627\u0643 \u0627\u0644\u0643\u0647\u0631\u0628\u0627\u0621.<\/p>\n<ol start=\"2\">\n<li><strong>\u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631 \u0627\u0644\u062e\u0637\u064a \u0627\u0644\u0645\u062a\u0639\u062f\u062f<\/strong><strong> (Multiple Linear Regression)<\/strong><\/li>\n<\/ol>\n<p>\u064a\u064f\u0633\u062a\u062e\u062f\u0645 \u0647\u0630\u0627 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0639\u0646\u062f\u0645\u0627 \u064a\u062a\u0623\u062b\u0631 \u0627\u0644\u0645\u062a\u063a\u064a\u0631 \u0627\u0644\u062a\u0627\u0628\u0639 <strong>\u0628\u0639\u062f\u0629 \u0645\u062a\u063a\u064a\u0631\u0627\u062a \u0645\u0633\u062a\u0642\u0644\u0629<\/strong>.<br \/>\n\u0648\u064a\u0647\u062f\u0641 \u0647\u0630\u0627 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0625\u0644\u0649 \u062a\u0641\u0633\u064a\u0631 \u0627\u0644\u062a\u063a\u064a\u0631 \u0641\u064a \u0627\u0644\u0645\u062a\u063a\u064a\u0631 \u0627\u0644\u062a\u0627\u0628\u0639 \u0641\u064a \u0636\u0648\u0621 \u0627\u0644\u062a\u0623\u062b\u064a\u0631 \u0627\u0644\u0645\u062a\u0632\u0627\u0645\u0646 \u0644\u0639\u062f\u0629 \u0645\u062a\u063a\u064a\u0631\u0627\u062a\u060c \u0645\u062b\u0644 \u062a\u0641\u0633\u064a\u0631 \u0627\u0644\u0631\u0636\u0627 \u0627\u0644\u0648\u0638\u064a\u0641\u064a \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0627\u0644\u0631\u0627\u062a\u0628\u060c \u0648\u0639\u062f\u062f \u0633\u0627\u0639\u0627\u062a \u0627\u0644\u0639\u0645\u0644\u060c \u0648\u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u062a\u0639\u0644\u064a\u0645.<br \/>\n\u0648\u064a\u064f\u0639\u062f \u0647\u0630\u0627 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0645\u0646 \u0623\u0643\u062b\u0631 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u064b\u0627 \u0641\u064a \u0627\u0644\u0639\u0644\u0648\u0645 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a\u0629 \u0648\u0627\u0644\u0625\u062f\u0627\u0631\u064a\u0629 \u0644\u062a\u0642\u062f\u064a\u0631 \u0627\u0644\u0639\u0644\u0627\u0642\u0627\u062a \u0627\u0644\u0633\u0628\u0628\u064a\u0629.<\/p>\n<ol start=\"3\">\n<li><strong>\u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631 \u0627\u0644\u0644\u0648\u062c\u0633\u062a\u064a<\/strong><strong> (Logistic Regression)<\/strong><\/li>\n<\/ol>\n<p>\u064a\u064f\u0633\u062a\u062e\u062f\u0645 \u0647\u0630\u0627 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0639\u0646\u062f\u0645\u0627 \u064a\u0643\u0648\u0646 \u0627\u0644\u0645\u062a\u063a\u064a\u0631 \u0627\u0644\u062a\u0627\u0628\u0639 <strong>\u0646\u0648\u0639\u064a\u064b\u0627<\/strong><strong> (Categorical)<\/strong> \u064a\u0623\u062e\u0630 \u0642\u064a\u0645\u064b\u0627 \u062b\u0646\u0627\u0626\u064a\u0629 \u0645\u062b\u0644 (\u0646\u0639\u0645\/\u0644\u0627\u060c \u0646\u062c\u0627\u062d\/\u0641\u0634\u0644). \u0628\u062f\u0644\u064b\u0627 \u0645\u0646 \u0627\u0644\u062a\u0646\u0628\u0624 \u0628\u0642\u064a\u0645\u0629 \u0645\u0628\u0627\u0634\u0631\u0629\u060c \u064a\u062a\u0646\u0628\u0623 \u0627\u0644\u0646\u0645\u0648\u0630\u062c <strong>\u0628\u0627\u062d\u062a\u0645\u0627\u0644\u064a\u0629 \u0648\u0642\u0648\u0639 \u0627\u0644\u062d\u062f\u062b<\/strong>.<br \/>\n\u0648\u064a\u064f\u0639\u062f \u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631 \u0627\u0644\u0644\u0648\u062c\u0633\u062a\u064a \u0645\u0646 \u0623\u0647\u0645 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0641\u064a <strong>\u0627\u0644\u0637\u0628 (\u062a\u062d\u0644\u064a\u0644 \u0627\u062d\u062a\u0645\u0627\u0644\u0627\u062a \u0627\u0644\u0625\u0635\u0627\u0628\u0629 \u0628\u0627\u0644\u0623\u0645\u0631\u0627\u0636)<\/strong>\u060c \u0648<strong>\u0627\u0644\u0627\u0642\u062a\u0635\u0627\u062f (\u0627\u062d\u062a\u0645\u0627\u0644\u064a\u0629 \u0627\u062a\u062e\u0627\u0630 \u0642\u0631\u0627\u0631 \u0627\u0633\u062a\u062b\u0645\u0627\u0631\u064a)<\/strong>\u060c \u0648<strong>\u0627\u0644\u0639\u0644\u0648\u0645 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a\u0629 (\u0627\u062d\u062a\u0645\u0627\u0644\u064a\u0629 \u0627\u0644\u062a\u0635\u0648\u064a\u062a \u0623\u0648 \u0627\u0644\u0645\u0634\u0627\u0631\u0643\u0629)<\/strong>.<br \/>\n\u0648\u062a\u0648\u062c\u062f \u0645\u0646\u0647 \u0635\u064a\u063a \u0645\u062a\u0639\u062f\u062f\u0629 \u0645\u062b\u0644:<\/p>\n<ul>\n<li><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>.<\/li>\n<li><strong>\u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631 \u0627\u0644\u0644\u0648\u062c\u0633\u062a\u064a \u0627\u0644\u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0641\u0626\u0627\u062a<\/strong><strong> (Multinomial Logistic Regression)<\/strong>.<\/li>\n<li><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>.<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ol start=\"4\">\n<li><strong>\u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631 \u063a\u064a\u0631 \u0627\u0644\u062e\u0637\u064a<\/strong><strong> (Nonlinear Regression)<\/strong><\/li>\n<\/ol>\n<p>\u064a\u064f\u0633\u062a\u062e\u062f\u0645 \u0647\u0630\u0627 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0639\u0646\u062f\u0645\u0627 \u062a\u0643\u0648\u0646 \u0627\u0644\u0639\u0644\u0627\u0642\u0629 \u0628\u064a\u0646 \u0627\u0644\u0645\u062a\u063a\u064a\u0631\u0627\u062a <strong>\u063a\u064a\u0631 \u062e\u0637\u064a\u0629<\/strong> \u0628\u0637\u0628\u064a\u0639\u062a\u0647\u0627.<br \/>\n\u0648\u064a\u064f\u0639\u0628\u0651\u064e\u0631 \u0639\u0646\u0647\u0627 \u0628\u0635\u064a\u063a \u062f\u0627\u0644\u064a\u0629 \u0623\u0643\u062b\u0631 \u062a\u0639\u0642\u064a\u062f\u064b\u0627 \u0645\u062b\u0644 \u0627\u0644\u0623\u0633\u064a\u0629 \u0623\u0648 \u0627\u0644\u0644\u0648\u063a\u0627\u0631\u064a\u062a\u0645\u064a\u0629 \u0623\u0648 \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u062d\u062f\u0648\u062f.<br \/>\n\u0648\u064a\u064f\u0633\u062a\u062e\u062f\u0645 \u0647\u0630\u0627 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0628\u0643\u062b\u0631\u0629 \u0641\u064a <strong>\u0627\u0644\u0639\u0644\u0648\u0645 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 \u0648\u0627\u0644\u0647\u0646\u062f\u0633\u064a\u0629<\/strong>\u060c \u0645\u062b\u0644 \u062f\u0631\u0627\u0633\u0629 \u0627\u0644\u0646\u0645\u0648 \u0627\u0644\u0633\u0643\u0627\u0646\u064a \u0623\u0648 \u0627\u0644\u0639\u0644\u0627\u0642\u0629 \u0628\u064a\u0646 \u0627\u0644\u062c\u0631\u0639\u0629 \u0627\u0644\u062f\u0648\u0627\u0626\u064a\u0629 \u0648\u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0629 \u0627\u0644\u062d\u064a\u0648\u064a\u0629.<br \/>\n\u0648\u064a\u064f\u0639\u062f \u0623\u0643\u062b\u0631 \u0645\u0631\u0648\u0646\u0629 \u0641\u064a \u062a\u0645\u062b\u064a\u0644 \u0627\u0644\u0639\u0644\u0627\u0642\u0627\u062a \u0627\u0644\u0648\u0627\u0642\u0639\u064a\u0629\u060c \u0644\u0643\u0646\u0647 \u064a\u062a\u0637\u0644\u0628 \u0645\u0647\u0627\u0631\u0629 \u0641\u064a \u0627\u0644\u062a\u0642\u062f\u064a\u0631 \u0648\u0627\u0644\u062a\u062d\u0642\u0642 \u0645\u0646 \u062c\u0648\u062f\u0629 \u0627\u0644\u0645\u0644\u0627\u0621\u0645\u0629.<\/p>\n<ol start=\"5\">\n<li><strong>\u0627\u0646\u062d\u062f\u0627\u0631 \u0628\u0648\u0627\u0633\u0648\u0646 \u0648\u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631 \u0630\u064a \u0627\u0644\u062d\u062f \u0627\u0644\u0623\u0642\u0635\u0649<\/strong><strong> (Poisson and Negative Binomial Regression)<\/strong><\/li>\n<\/ol>\n<p>\u062a\u064f\u0633\u062a\u062e\u062f\u0645 \u0647\u0630\u0647 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0644\u062a\u062d\u0644\u064a\u0644 <strong>\u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0639\u062f\u062f\u064a\u0629<\/strong><strong> (Count Data)<\/strong> \u0627\u0644\u062a\u064a \u062a\u0645\u062b\u0644 \u0639\u062f\u062f \u0645\u0631\u0627\u062a \u0648\u0642\u0648\u0639 \u062d\u062f\u062b \u0645\u0639\u064a\u0646 \u062e\u0644\u0627\u0644 \u0641\u062a\u0631\u0629 \u0632\u0645\u0646\u064a\u0629 \u0645\u062d\u062f\u062f\u0629\u060c \u0645\u062b\u0644 \u0639\u062f\u062f \u0632\u064a\u0627\u0631\u0627\u062a \u0627\u0644\u0645\u0631\u064a\u0636 \u0644\u0644\u0645\u0633\u062a\u0634\u0641\u0649 \u0623\u0648 \u0639\u062f\u062f \u0627\u0644\u062d\u0648\u0627\u062f\u062b \u0627\u0644\u0645\u0631\u0648\u0631\u064a\u0629.<\/p>\n<ul>\n<li><strong>\u0627\u0646\u062d\u062f\u0627\u0631 \u0628\u0648\u0627\u0633\u0648\u0646<\/strong><strong> (Poisson Regression)<\/strong> \u064a\u0641\u062a\u0631\u0636 \u0623\u0646 \u0627\u0644\u062a\u0628\u0627\u064a\u0646 \u064a\u0633\u0627\u0648\u064a \u0627\u0644\u0645\u062a\u0648\u0633\u0637.<\/li>\n<li><strong>\u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631 \u0630\u064a \u0627\u0644\u062d\u062f \u0627\u0644\u0623\u0642\u0635\u0649<\/strong><strong> (Negative Binomial Regression)<\/strong> \u064a\u064f\u0633\u062a\u062e\u062f\u0645 \u0639\u0646\u062f\u0645\u0627 \u064a\u0643\u0648\u0646 \u0627\u0644\u062a\u0628\u0627\u064a\u0646 \u0623\u0643\u0628\u0631 \u0645\u0646 \u0627\u0644\u0645\u062a\u0648\u0633\u0637 (Over-dispersion).<br \/>\n\u0648\u062a\u064f\u0639\u062f \u0647\u0630\u0647 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0645\u0647\u0645\u0629 \u062c\u062f\u064b\u0627 \u0641\u064a \u0627\u0644\u0628\u062d\u0648\u062b \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a\u0629 \u0648\u0627\u0644\u0637\u0628\u064a\u0629 \u0648\u0627\u0644\u0625\u062d\u0635\u0627\u0621 \u0627\u0644\u062d\u064a\u0648\u064a.<\/li>\n<\/ul>\n<ol start=\"6\">\n<li><strong>\u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631 \u0627\u0644\u0647\u0631\u0645\u064a \u0623\u0648 \u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0645\u0633\u062a\u0648\u064a\u0627\u062a<\/strong><strong> (Hierarchical\/Multilevel Regression)<\/strong><\/li>\n<\/ol>\n<p>\u064a\u064f\u0633\u062a\u062e\u062f\u0645 \u0647\u0630\u0627 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0639\u0646\u062f\u0645\u0627 \u062a\u0643\u0648\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0630\u0627\u062a <strong>\u0628\u0646\u064a\u0629 \u0647\u0631\u0645\u064a\u0629<\/strong>\u060c \u0623\u064a \u0623\u0646 \u0627\u0644\u0623\u0641\u0631\u0627\u062f \u0645\u062a\u062f\u0627\u062e\u0644\u0648\u0646 \u062f\u0627\u062e\u0644 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0645\u062b\u0644 \u0627\u0644\u0637\u0644\u0627\u0628 \u062f\u0627\u062e\u0644 \u0627\u0644\u0645\u062f\u0627\u0631\u0633 \u0623\u0648 \u0627\u0644\u0645\u0648\u0638\u0641\u064a\u0646 \u062f\u0627\u062e\u0644 \u0627\u0644\u0625\u062f\u0627\u0631\u0627\u062a.<br \/>\n\u064a\u062a\u064a\u062d \u0647\u0630\u0627 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u062a\u0623\u062b\u064a\u0631\u0627\u062a \u0639\u0644\u0649 \u0623\u0643\u062b\u0631 \u0645\u0646 \u0645\u0633\u062a\u0648\u0649 (\u0641\u0631\u062f\u064a \u0648\u062c\u0645\u0627\u0639\u064a) \u0641\u064a \u0648\u0642\u062a \u0648\u0627\u062d\u062f.<br \/>\n\u0648\u064a\u064f\u0639\u062a\u0628\u0631 \u0645\u0646 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062d\u062f\u064a\u062b\u0629 \u0627\u0644\u062a\u064a \u062a\u064f\u0633\u062a\u062e\u062f\u0645 \u0628\u0643\u062b\u0631\u0629 \u0641\u064a \u0627\u0644\u062a\u0639\u0644\u064a\u0645 \u0648\u0627\u0644\u0625\u062f\u0627\u0631\u0629 \u0648\u0627\u0644\u0635\u062d\u0629 \u0627\u0644\u0639\u0627\u0645\u0629\u060c \u0644\u0623\u0646\u0647 \u064a\u0623\u062e\u0630 \u0641\u064a \u0627\u0644\u0627\u0639\u062a\u0628\u0627\u0631 <strong>\u0627\u0644\u0627\u062e\u062a\u0644\u0627\u0641\u0627\u062a \u0628\u064a\u0646 \u0627\u0644\u0645\u062c\u0645\u0648\u0639\u0627\u062a<\/strong>.<\/p>\n<p>&nbsp;<\/p>\n<ol start=\"7\">\n<li><strong>\u0627\u0646\u062d\u062f\u0627\u0631 \u0627\u0644\u0628\u0642\u0627\u0621<\/strong><strong> (Survival Regression \/ Cox Regression)<\/strong><\/li>\n<\/ol>\n<p>\u064a\u064f\u0633\u062a\u062e\u062f\u0645 \u0641\u064a \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u062a\u0639\u0644\u0642 <strong>\u0628\u0632\u0645\u0646 \u0648\u0642\u0648\u0639 \u062d\u062f\u062b<\/strong>\u060c \u0645\u062b\u0644 \u0648\u0642\u062a \u0627\u0644\u0634\u0641\u0627\u0621 \u0645\u0646 \u0645\u0631\u0636 \u0623\u0648 \u0645\u062f\u0629 \u0628\u0642\u0627\u0621 \u0627\u0644\u0645\u0646\u062a\u062c \u0642\u0628\u0644 \u0627\u0644\u062a\u0644\u0641.<br \/>\n\u0648\u0623\u0634\u0647\u0631 \u0623\u0646\u0648\u0627\u0639\u0647 <strong>\u0646\u0645\u0648\u0630\u062c \u0643\u0648\u0643\u0633<\/strong><strong> (Cox Proportional Hazards Model)<\/strong>\u060c \u0627\u0644\u0630\u064a \u064a\u0642\u064a\u0633 \u062a\u0623\u062b\u064a\u0631 \u0627\u0644\u0639\u0648\u0627\u0645\u0644 \u0627\u0644\u0645\u062e\u062a\u0644\u0641\u0629 \u0639\u0644\u0649 \u0645\u0639\u062f\u0644 \u0627\u0644\u062e\u0637\u0631 \u062f\u0648\u0646 \u0627\u0641\u062a\u0631\u0627\u0636 \u062a\u0648\u0632\u064a\u0639 \u0645\u0639\u064a\u0646 \u0644\u0644\u0632\u0645\u0646.<br \/>\n\u0648\u064a\u064f\u0639\u062f \u0647\u0630\u0627 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0645\u0646 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0641\u064a <strong>\u0627\u0644\u0625\u062d\u0635\u0627\u0621 \u0627\u0644\u0637\u0628\u064a \u0648\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u0642\u0627\u0621<\/strong><strong> (Survival Analysis)<\/strong>.<\/p>\n<p>&nbsp;<\/p>\n<h3><strong>\u062b\u0627\u0644\u062b\u064b\u0627: \u0645\u0639\u0627\u064a\u064a\u0631 \u0627\u062e\u062a\u064a\u0627\u0631 \u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631 \u0627\u0644\u0645\u0646\u0627\u0633\u0628<\/strong><\/h3>\n<p>\u064a\u062a\u0648\u0642\u0641 \u0627\u062e\u062a\u064a\u0627\u0631 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0625\u062d\u0635\u0627\u0626\u064a \u0639\u0644\u0649 \u0639\u062f\u0629 \u0639\u0648\u0627\u0645\u0644 \u0623\u0647\u0645\u0647\u0627:<\/p>\n<ol>\n<li><strong>\u0646\u0648\u0639 \u0627\u0644\u0645\u062a\u063a\u064a\u0631 \u0627\u0644\u062a\u0627\u0628\u0639<\/strong> (\u0643\u0645\u0651\u064a\u060c \u062b\u0646\u0627\u0626\u064a\u060c \u0631\u062a\u0628\u064a\u060c \u0639\u062f\u062f\u064a)<\/li>\n<li><strong>\u0634\u0643\u0644 \u0627\u0644\u0639\u0644\u0627\u0642\u0629<\/strong> (\u062e\u0637\u064a \u0623\u0648 \u063a\u064a\u0631 \u062e\u0637\u064a)<\/li>\n<li><strong>\u0637\u0628\u064a\u0639\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/strong> (\u0645\u0633\u062a\u0642\u0644\u0629\u060c \u0645\u062a\u0631\u0627\u0628\u0637\u0629\u060c \u0647\u0631\u0645\u064a\u0629).<\/li>\n<li><strong>\u062a\u062d\u0642\u0642 \u0627\u0644\u0627\u0641\u062a\u0631\u0627\u0636\u0627\u062a \u0627\u0644\u0625\u062d\u0635\u0627\u0626\u064a\u0629<\/strong> \u0645\u062b\u0644 \u0627\u0644\u062e\u0637\u064a\u0629\u060c \u0648\u062a\u062c\u0627\u0646\u0633 \u0627\u0644\u062a\u0628\u0627\u064a\u0646\u060c \u0648\u0627\u0633\u062a\u0642\u0644\u0627\u0644 \u0627\u0644\u0623\u062e\u0637\u0627\u0621.<br \/>\n\u0643\u0645\u0627 \u064a\u0645\u0643\u0646 \u0627\u0644\u0627\u0639\u062a\u0645\u0627\u062f \u0639\u0644\u0649 \u0645\u0642\u0627\u064a\u064a\u0633 \u0645\u062b\u0644 <strong>\u0645\u0639\u0627\u0645\u0644 \u0627\u0644\u062a\u062d\u062f\u064a\u062f<\/strong><strong> (R^2)<\/strong> \u0648<strong>\u0627\u062e\u062a\u0628\u0627\u0631<\/strong><strong> F<\/strong> \u0648<strong>\u0645\u0639\u0627\u064a\u064a\u0631 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a<\/strong><strong> (AIC <\/strong><strong>\u0648<\/strong><strong>BIC)<\/strong> \u0644\u062a\u0642\u064a\u064a\u0645 \u062c\u0648\u062f\u0629 \u0627\u0644\u0646\u0645\u0648\u0630\u062c.<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<p>\u0625\u0646 <strong>\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631<\/strong> \u062a\u0645\u062b\u0644 \u0623\u062f\u0627\u0629 \u062a\u062d\u0644\u064a\u0644\u064a\u0629 \u0645\u062d\u0648\u0631\u064a\u0629 \u0641\u064a \u0639\u0644\u0645 \u0627\u0644\u0625\u062d\u0635\u0627\u0621 \u0627\u0644\u062d\u062f\u064a\u062b\u060c \u0625\u0630 \u062a\u064f\u0633\u0647\u0645 \u0641\u064a \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 \u0648\u0627\u0644\u062a\u0646\u0628\u0624 \u0628\u0627\u0644\u0633\u0644\u0648\u0643\u064a\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u0642\u0628\u0644\u064a\u0629 \u0627\u0633\u062a\u0646\u0627\u062f\u064b\u0627 \u0625\u0644\u0649 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u062a\u0627\u062d\u0629.<br \/>\n\u0648\u0645\u0639 \u062a\u0637\u0648\u0631 \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0627\u062a \u0627\u0644\u0625\u062d\u0635\u0627\u0626\u064a\u0629 \u0645\u062b\u0644 <strong>SPSS<\/strong> \u0648<strong>R<\/strong> \u0648<a href=\"https:\/\/ar.wikipedia.org\/wiki\/%D8%A8%D8%A7%D9%8A%D8%AB%D9%88%D9%86_(%D9%84%D8%BA%D8%A9_%D8%A8%D8%B1%D9%85%D8%AC%D8%A9)\"><strong>Python<\/strong><\/a>\u060c \u0623\u0635\u0628\u062d \u0628\u0646\u0627\u0621 \u0647\u0630\u0647 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0648\u062a\u0642\u064a\u064a\u0645\u0647\u0627 \u0623\u0643\u062b\u0631 \u062f\u0642\u0629 \u0648\u0633\u0647\u0648\u0644\u0629. \u0648\u0644\u0623\u0646 \u0627\u0644\u0648\u0627\u0642\u0639 \u0627\u0644\u0628\u062d\u062b\u064a \u063a\u0627\u0644\u0628\u064b\u0627 \u0645\u0627 \u064a\u062a\u0633\u0645 \u0628\u0627\u0644\u062a\u0639\u0642\u064a\u062f \u0648\u062a\u062f\u0627\u062e\u0644 \u0627\u0644\u0639\u0648\u0627\u0645\u0644\u060c \u0641\u0625\u0646\u0651 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0635\u062d\u064a\u062d \u064a\u0645\u062b\u0644 \u0645\u0641\u062a\u0627\u062d\u064b\u0627 \u0644\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u0646\u062a\u0627\u0626\u062c \u0645\u0648\u062b\u0648\u0642\u0629. \u0641\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631 \u0644\u0645 \u062a\u0639\u062f \u0645\u062c\u0631\u062f \u0623\u062f\u0648\u0627\u062a \u062d\u0633\u0627\u0628\u064a\u0629\u060c \u0628\u0644 \u0623\u0635\u0628\u062d\u062a <strong>\u0648\u0633\u0627\u0626\u0644 \u0645\u0639\u0631\u0641\u064a\u0629<\/strong> \u0644\u0641\u0647\u0645 \u0627\u0644\u0638\u0648\u0627\u0647\u0631 \u0648\u062a\u0648\u062c\u064a\u0647 \u0627\u0644\u0642\u0631\u0627\u0631\u0627\u062a \u0627\u0644\u0639\u0644\u0645\u064a\u0629 \u0648\u0627\u0644\u0625\u062f\u0627\u0631\u064a\u0629 \u0641\u064a \u0645\u062e\u062a\u0644\u0641 \u0627\u0644\u0645\u062c\u0627\u0644\u0627\u062a.<\/p>\n<p>&nbsp;<\/p>\n<p>\u0627\u0642\u0631\u0623 \u0627\u064a\u0636\u0627 :<\/p>\n<p class=\"post-title mb-3\"><a href=\"https:\/\/statacademy-eg.com\/blog\/%d8%a7%d9%84%d9%84%d8%a3%d8%ae%d8%aa%d8%a8%d8%a7%d8%b1%d8%a7%d8%aa-%d8%a7%d9%84%d9%84%d8%a7%d9%85%d8%b9%d9%84%d9%85%d9%8a%d8%a9\/\">\u0627\u0644\u0644\u0623\u062e\u062a\u0628\u0627\u0631\u0627\u062a \u0627\u0644\u0644\u0627\u0645\u0639\u0644\u0645\u064a\u0629 \u0641\u064a \u0627\u0644\u0625\u062d\u0635\u0627\u0621 | \u062f\u0644\u064a\u0644 \u0645\u0628\u0633\u0637 \u0648\u0623\u0647\u0645 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0627\u062a<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u064a\u064f\u0639\u062f \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631 (Regression Analysis) \u0645\u0646 \u0623\u0647\u0645 \u0627\u0644\u0623\u0633\u0627\u0644\u064a\u0628 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u0629 \u0641\u064a \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0639\u0644\u0627\u0642\u0627\u062a \u0628\u064a\u0646 \u0627\u0644\u0645\u062a\u063a\u064a\u0631\u0627\u062a \u0641\u064a \u0639\u0644\u0645 \u0627\u0644\u0625\u062d\u0635\u0627\u0621\u060c \u0625\u0630 \u064a\u0645\u062b\u0644 \u0623\u062f\u0627\u0629 \u0623\u0633\u0627\u0633\u064a\u0629 \u0644\u0644\u062a\u0646\u0628\u0624 \u0648\u0627\u0644\u062a\u0641\u0633\u064a\u0631 \u0648\u0635\u0646\u0639 \u0627\u0644\u0642\u0631\u0627\u0631. \u064a\u0639\u062a\u0645\u062f \u0647\u0630\u0627 \u0627\u0644\u0623\u0633\u0644\u0648\u0628 \u0639\u0644\u0649 \u0628\u0646\u0627\u0621 \u0646\u0645\u0648\u0630\u062c \u0631\u064a\u0627\u0636\u064a \u064a\u0631\u0628\u0637 \u0628\u064a\u0646 \u0645\u062a\u063a\u064a\u0631 \u062a\u0627\u0628\u0639 (Dependent Variable) \u0648\u0645\u062a\u063a\u064a\u0631 \u0623\u0648 \u0623\u0643\u062b\u0631 \u0645\u0633\u062a\u0642\u0644 (Independent Variables)\u060c \u0628\u0647\u062f\u0641 \u062a\u0641\u0633\u064a\u0631 \u0643\u064a\u0641\u064a\u0629 \u062a\u0623\u062b\u0631 \u0627\u0644\u0645\u062a\u063a\u064a\u0631 \u0627\u0644\u062a\u0627\u0628\u0639 \u0628\u062a\u063a\u064a\u0631 \u0642\u064a\u0645 \u0627\u0644\u0645\u062a\u063a\u064a\u0631\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u0642\u0644\u0629. \u062a\u062a\u0639\u062f\u062f [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":506,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[26],"tags":[95],"class_list":["post-505","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-26","tag-95"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631 : \u0634\u0631\u062d \u0627\u0644\u0645\u0641\u0647\u0648\u0645 \u0648\u0627\u0644\u0623\u0646\u0648\u0627\u0639 \u0648\u0645\u0639\u0627\u064a\u064a\u0631 \u0627\u062e\u062a\u064a\u0627\u0631 \u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631 - Stat Academy<\/title>\n<meta name=\"description\" content=\"\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631 \u0641\u064a \u0627\u0644\u0625\u062d\u0635\u0627\u0621\u060c \u0648\u0623\u0646\u0648\u0627\u0639\u0647\u060c \u0648\u0643\u064a\u0641\u064a\u0629 \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647 \u0641\u064a \u0627\u0644\u062a\u0646\u0628\u0624 \u0648\u0641\u0647\u0645 \u0627\u0644\u0639\u0644\u0627\u0642\u0627\u062a \u0628\u064a\u0646 \u0627\u0644\u0645\u062a\u063a\u064a\u0631\u0627\u062a. \u0634\u0631\u062d \u0645\u0628\u0633\u0651\u0637 \u0648\u062e\u0637\u0648\u0627\u062a \u062a\u0637\u0628\u064a\u0642 \u0639\u0645\u0644\u064a\u0629 \u0645\u0639 \u0623\u0645\u062b\u0644\u0629 \u062a\u0633\u0627\u0639\u062f\u0643 \u0639\u0644\u0649 \u0641\u0647\u0645 \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0628\u0634\u0643\u0644 \u062f\u0642\u064a\u0642.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/statacademy-eg.com\/blogs\/\u062a\u062d\u0644\u064a\u0644-\u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631\/\" \/>\n<meta property=\"og:locale\" content=\"ar_AR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631 : \u0634\u0631\u062d \u0627\u0644\u0645\u0641\u0647\u0648\u0645 \u0648\u0627\u0644\u0623\u0646\u0648\u0627\u0639 \u0648\u0645\u0639\u0627\u064a\u064a\u0631 \u0627\u062e\u062a\u064a\u0627\u0631 \u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631 - Stat Academy\" \/>\n<meta property=\"og:description\" content=\"\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631 \u0641\u064a \u0627\u0644\u0625\u062d\u0635\u0627\u0621\u060c \u0648\u0623\u0646\u0648\u0627\u0639\u0647\u060c \u0648\u0643\u064a\u0641\u064a\u0629 \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647 \u0641\u064a \u0627\u0644\u062a\u0646\u0628\u0624 \u0648\u0641\u0647\u0645 \u0627\u0644\u0639\u0644\u0627\u0642\u0627\u062a \u0628\u064a\u0646 \u0627\u0644\u0645\u062a\u063a\u064a\u0631\u0627\u062a. \u0634\u0631\u062d \u0645\u0628\u0633\u0651\u0637 \u0648\u062e\u0637\u0648\u0627\u062a \u062a\u0637\u0628\u064a\u0642 \u0639\u0645\u0644\u064a\u0629 \u0645\u0639 \u0623\u0645\u062b\u0644\u0629 \u062a\u0633\u0627\u0639\u062f\u0643 \u0639\u0644\u0649 \u0641\u0647\u0645 \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0628\u0634\u0643\u0644 \u062f\u0642\u064a\u0642.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statacademy-eg.com\/blogs\/\u062a\u062d\u0644\u064a\u0644-\u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631\/\" \/>\n<meta property=\"og:site_name\" content=\"Stat Academy\" \/>\n<meta property=\"article:published_time\" content=\"2025-12-03T17:46:28+00:00\" \/>\n<meta property=\"og:image\" 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