{"id":1148,"date":"2023-07-27T12:05:11","date_gmt":"2023-07-27T12:05:11","guid":{"rendered":"https:\/\/statorials.org\/ar\/%d8%a7%d9%84%d8%a7%d9%86%d8%ad%d8%af%d8%a7%d8%b1-%d8%a7%d9%84%d8%ae%d8%b7%d9%8a-%d8%a7%d9%84%d8%a8%d8%b3%d9%8a%d8%b7-%d9%81%d9%8a-%d8%b5\/"},"modified":"2023-07-27T12:05:11","modified_gmt":"2023-07-27T12:05:11","slug":"%d8%a7%d9%84%d8%a7%d9%86%d8%ad%d8%af%d8%a7%d8%b1-%d8%a7%d9%84%d8%ae%d8%b7%d9%8a-%d8%a7%d9%84%d8%a8%d8%b3%d9%8a%d8%b7-%d9%81%d9%8a-%d8%b5","status":"publish","type":"post","link":"https:\/\/statorials.org\/ar\/%d8%a7%d9%84%d8%a7%d9%86%d8%ad%d8%af%d8%a7%d8%b1-%d8%a7%d9%84%d8%ae%d8%b7%d9%8a-%d8%a7%d9%84%d8%a8%d8%b3%d9%8a%d8%b7-%d9%81%d9%8a-%d8%b5\/","title":{"rendered":"\u0643\u064a\u0641\u064a\u0629 \u062a\u0646\u0641\u064a\u0630 \u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631 \u0627\u0644\u062e\u0637\u064a \u0627\u0644\u0628\u0633\u064a\u0637 \u0641\u064a r (\u062e\u0637\u0648\u0629 \u0628\u062e\u0637\u0648\u0629)"},"content":{"rendered":"<p><\/p>\n<hr>\n<p style=\";text-align:right;direction:rtl\"><span style=\"color: #000000;\"><a href=\"https:\/\/statorials.org\/ar\/\u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631-\u0627\u0644\u062e\u0637\u064a-1\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631 \u0627\u0644\u062e\u0637\u064a \u0627\u0644\u0628\u0633\u064a\u0637<\/a> \u0647\u0648 \u0623\u0633\u0644\u0648\u0628 \u064a\u0645\u0643\u0646\u0646\u0627 \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647 \u0644\u0641\u0647\u0645 \u0627\u0644\u0639\u0644\u0627\u0642\u0629 \u0628\u064a\u0646 <a href=\"https:\/\/statorials.org\/ar\/\u0627\u0644\u0645\u062a\u063a\u064a\u0631\u0627\u062a-\u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0627\u062a-\u0627\u0644\u062a\u0641\u0633\u064a\u0631\u064a\u0629\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u0645\u062a\u063a\u064a\u0631 \u062a\u0648\u0636\u064a\u062d\u064a<\/a> \u0648\u0627\u062d\u062f <a href=\"https:\/\/statorials.org\/ar\/\u0627\u0644\u0645\u062a\u063a\u064a\u0631\u0627\u062a-\u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0627\u062a-\u0627\u0644\u062a\u0641\u0633\u064a\u0631\u064a\u0629\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u0648\u0645\u062a\u063a\u064a\u0631 \u0627\u0633\u062a\u062c\u0627\u0628\u0629<\/a> \u0648\u0627\u062d\u062f.<\/span><\/p>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u0628\u0627\u062e\u062a\u0635\u0627\u0631\u060c \u062a\u0642\u0648\u0645 \u0647\u0630\u0647 \u0627\u0644\u062a\u0642\u0646\u064a\u0629 \u0628\u0625\u064a\u062c\u0627\u062f \u0627\u0644\u0633\u0637\u0631 \u0627\u0644\u0630\u064a &#8220;\u064a\u0646\u0627\u0633\u0628&#8221; \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0628\u0634\u0643\u0644 \u0623\u0641\u0636\u0644 \u0648\u064a\u0623\u062e\u0630 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u062a\u0627\u0644\u064a:<\/span><\/p>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><strong>\u0177 = \u0628 <sub>0<\/sub> + \u0628 <sub>1<\/sub> \u0633<\/strong><\/span><\/p>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u0630\u0647\u0628:<\/span><\/p>\n<ul style=\";text-align:right;direction:rtl\">\n<li style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><strong>\u0177<\/strong> : \u0642\u064a\u0645\u0629 \u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0629 \u0627\u0644\u0645\u0642\u062f\u0631\u0629<\/span><\/li>\n<li style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><strong>\u0628 <sub>0<\/sub><\/strong> : \u0623\u0635\u0644 \u062e\u0637 \u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631<\/span><\/li>\n<li style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><strong>\u0628 <sub>1<\/sub><\/strong> : \u0645\u064a\u0644 \u062e\u0637 \u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631<\/span><\/li>\n<\/ul>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u0633\u0627\u0639\u062f\u0646\u0627 \u0647\u0630\u0647 \u0627\u0644\u0645\u0639\u0627\u062f\u0644\u0629 \u0641\u064a \u0641\u0647\u0645 \u0627\u0644\u0639\u0644\u0627\u0642\u0629 \u0628\u064a\u0646 \u0627\u0644\u0645\u062a\u063a\u064a\u0631 \u0627\u0644\u062a\u0648\u0636\u064a\u062d\u064a \u0648\u0645\u062a\u063a\u064a\u0631 \u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0629 \u0648(\u0639\u0644\u0649 \u0627\u0641\u062a\u0631\u0627\u0636 \u0623\u0646\u0647\u0627 \u0630\u0627\u062a \u062f\u0644\u0627\u0644\u0629 \u0625\u062d\u0635\u0627\u0626\u064a\u0629) \u064a\u0645\u0643\u0646 \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647\u0627 \u0644\u0644\u062a\u0646\u0628\u0624 \u0628\u0642\u064a\u0645\u0629 \u0645\u062a\u063a\u064a\u0631 \u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0629 \u0628\u0627\u0644\u0646\u0638\u0631 \u0625\u0644\u0649 \u0642\u064a\u0645\u0629 \u0627\u0644\u0645\u062a\u063a\u064a\u0631 \u0627\u0644\u062a\u0648\u0636\u064a\u062d\u064a.<\/span><\/p>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u064a\u0642\u062f\u0645 \u0647\u0630\u0627 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u064a \u0634\u0631\u062d\u064b\u0627 \u062e\u0637\u0648\u0629 \u0628\u062e\u0637\u0648\u0629 \u0644\u0643\u064a\u0641\u064a\u0629 \u0625\u062c\u0631\u0627\u0621 \u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631 \u0627\u0644\u062e\u0637\u064a \u0627\u0644\u0628\u0633\u064a\u0637 \u0641\u064a R.<\/span><\/p>\n<h3 style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><b>\u0627\u0644\u062e\u0637\u0648\u0629 1: \u062a\u062d\u0645\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/b><\/span><\/h3>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u0641\u064a \u0647\u0630\u0627 \u0627\u0644\u0645\u062b\u0627\u0644\u060c \u0633\u0646\u0642\u0648\u0645 \u0628\u0625\u0646\u0634\u0627\u0621 \u0645\u062c\u0645\u0648\u0639\u0629 \u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0632\u064a\u0641\u0629 \u062a\u062d\u062a\u0648\u064a \u0639\u0644\u0649 \u0627\u0644\u0645\u062a\u063a\u064a\u0631\u064a\u0646 \u0627\u0644\u062a\u0627\u0644\u064a\u064a\u0646 \u0644\u0640 15 \u0637\u0627\u0644\u0628\u064b\u0627:<\/span><\/p>\n<ul style=\";text-align:right;direction:rtl\">\n<li style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u0625\u062c\u0645\u0627\u0644\u064a \u0639\u062f\u062f \u0627\u0644\u0633\u0627\u0639\u0627\u062a \u0627\u0644\u0645\u062f\u0631\u0648\u0633\u0629 \u0644\u0628\u0639\u0636 \u0627\u0644\u0627\u0645\u062a\u062d\u0627\u0646\u0627\u062a<\/span><\/li>\n<li style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u0646\u062a\u064a\u062c\u0629 \u0627\u0644\u0625\u0645\u062a\u062d\u0627\u0646<\/span><\/li>\n<\/ul>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u0633\u0646\u062d\u0627\u0648\u0644 \u0645\u0644\u0627\u0621\u0645\u0629 \u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631 \u0627\u0644\u062e\u0637\u064a \u0627\u0644\u0628\u0633\u064a\u0637 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 <em>\u0627\u0644\u0633\u0627\u0639\u0627\u062a<\/em> \u0643\u0645\u062a\u063a\u064a\u0631 \u062a\u0648\u0636\u064a\u062d\u064a <em>\u0648\u0646\u062a\u0627\u0626\u062c \u0627\u0644\u0641\u062d\u0635<\/em> \u0643\u0645\u062a\u063a\u064a\u0631 \u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0629.<\/span><\/p>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\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 \u0645\u062c\u0645\u0648\u0639\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0632\u064a\u0641\u0629 \u0647\u0630\u0647 \u0641\u064a R:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create dataset<\/span>\ndf &lt;- data.frame(hours=c(1, 2, 4, 5, 5, 6, 6, 7, 8, 10, 11, 11, 12, 12, 14),\n                 score=c(64, 66, 76, 73, 74, 81, 83, 82, 80, 88, 84, 82, 91, 93, 89))\n\n<span style=\"color: #008080;\">#view first six rows of dataset\n<\/span>head(df)\n\n  hours score\n1 1 64\n2 2 66\n3 4 76\n4 5 73\n5 5 74\n6 6 81\n\n<span style=\"color: #008080;\">#attach dataset to make it more convenient to work with\n<\/span>attach(df)\n<\/strong><\/pre>\n<h3 style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><b>\u0627\u0644\u062e\u0637\u0648\u0629 2: \u062a\u0635\u0648\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/b><\/span><\/h3>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u0642\u0628\u0644 \u062a\u0631\u0643\u064a\u0628 \u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631 \u0627\u0644\u062e\u0637\u064a \u0627\u0644\u0628\u0633\u064a\u0637\u060c \u064a\u062c\u0628 \u0639\u0644\u064a\u0646\u0627 \u0623\u0648\u0644\u0627\u064b \u062a\u0635\u0648\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0644\u0641\u0647\u0645\u0647\u0627.<\/span><\/p>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u0623\u0648\u0644\u0627\u064b\u060c \u0646\u0631\u064a\u062f \u0627\u0644\u062a\u0623\u0643\u062f \u0645\u0646 \u0623\u0646 \u0627\u0644\u0639\u0644\u0627\u0642\u0629 \u0628\u064a\u0646 <em>\u0627\u0644\u0633\u0627\u0639\u0627\u062a<\/em> <em>\u0648\u0627\u0644\u0646\u062a\u064a\u062c\u0629<\/em> \u062e\u0637\u064a\u0629 \u062a\u0642\u0631\u064a\u0628\u064b\u0627\u060c \u0646\u0638\u0631\u064b\u0627 \u0644\u0623\u0646 \u0647\u0630\u0627 <a href=\"https:\/\/statorials.org\/ar\/\u0627\u0641\u062a\u0631\u0627\u0636\u0627\u062a-\u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631-\u0627\u0644\u062e\u0637\u064a\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u0627\u0641\u062a\u0631\u0627\u0636 \u0623\u0633\u0627\u0633\u064a<\/a> \u0643\u0628\u064a\u0631 \u0644\u0644\u0627\u0646\u062d\u062f\u0627\u0631 \u0627\u0644\u062e\u0637\u064a \u0627\u0644\u0628\u0633\u064a\u0637. \u064a\u0645\u0643\u0646\u0646\u0627 \u0625\u0646\u0634\u0627\u0621 \u0645\u062e\u0637\u0637 \u0645\u0628\u0639\u062b\u0631 \u0628\u0633\u064a\u0637 \u0644\u062a\u0635\u0648\u0631 \u0627\u0644\u0639\u0644\u0627\u0642\u0629 \u0628\u064a\u0646 \u0627\u0644\u0645\u062a\u063a\u064a\u0631\u064a\u0646:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>scatter.smooth(hours, score, main=' <span style=\"color: #008000;\">Hours studied vs. Exam Score<\/span> ')\n<\/strong><\/pre>\n<p style=\";text-align:right;direction:rtl\"><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-11531 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/simpleregr1.png\" alt=\"\u0645\u0624\u0627\u0645\u0631\u0629 \u0645\u0628\u0639\u062b\u0631\u0629 \u0644\u0644\u0627\u0646\u062d\u062f\u0627\u0631 \u0627\u0644\u062e\u0637\u064a \u0627\u0644\u0628\u0633\u064a\u0637 \u0641\u064a R\" width=\"390\" height=\"384\" srcset=\"\" sizes=\"\"><\/p>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u0645\u0646 \u0627\u0644\u0631\u0633\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u064a \u064a\u0645\u0643\u0646\u0646\u0627 \u0623\u0646 \u0646\u0631\u0649 \u0623\u0646 \u0627\u0644\u0639\u0644\u0627\u0642\u0629 \u062a\u0628\u062f\u0648 \u062e\u0637\u064a\u0629. \u0645\u0639 \u0632\u064a\u0627\u062f\u0629 <em>\u0639\u062f\u062f \u0627\u0644\u0633\u0627\u0639\u0627\u062a<\/em> \u060c \u062a\u0645\u064a\u0644 <em>\u0627\u0644\u0646\u062a\u064a\u062c\u0629<\/em> \u0623\u064a\u0636\u064b\u0627 \u0625\u0644\u0649 \u0627\u0644\u0632\u064a\u0627\u062f\u0629 \u062e\u0637\u064a\u064b\u0627.<\/span><\/p>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u062b\u0645 \u064a\u0645\u0643\u0646\u0646\u0627 \u0625\u0646\u0634\u0627\u0621 \u0645\u062e\u0637\u0637 boxplot \u0644\u062a\u0635\u0648\u0631 \u062a\u0648\u0632\u064a\u0639 \u0646\u062a\u0627\u0626\u062c \u0627\u0644\u0627\u0645\u062a\u062d\u0627\u0646\u0627\u062a \u0648\u0627\u0644\u062a\u062d\u0642\u0642 \u0645\u0646 <a href=\"https:\/\/statorials.org\/ar\/\u0627\u0655\u0632\u0627\u0644\u0629-\u0627\u0644\u0642\u064a\u0645-\u0627\u0644\u0645\u062a\u0637\u0631\u0641\u0629-\u0635\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u0627\u0644\u0642\u064a\u0645 \u0627\u0644\u0645\u062a\u0637\u0631\u0641\u0629<\/a> . \u0627\u0641\u062a\u0631\u0627\u0636\u064a\u064b\u0627\u060c \u064a\u064f\u0639\u0631\u0651\u0641 R \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\u0645\u062f\u0649 \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\u064a\u0639 \u0627\u0644\u0623\u0648\u0644 (Q1).<\/span><\/p>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u0625\u0630\u0627 \u0643\u0627\u0646\u062a \u0627\u0644\u0645\u0644\u0627\u062d\u0638\u0629 \u063a\u0631\u064a\u0628\u0629\u060c \u0641\u0633\u062a\u0638\u0647\u0631 \u062f\u0627\u0626\u0631\u0629 \u0635\u063a\u064a\u0631\u0629 \u0641\u064a \u0627\u0644\u0645\u062e\u0637\u0637 \u0627\u0644\u0635\u0646\u062f\u0648\u0642\u064a:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>boxplot(score)<\/strong> <\/pre>\n<p style=\";text-align:right;direction:rtl\"><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-11532 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/simpleregr2.png\" alt=\"Boxplot \u0644\u0644\u0627\u0646\u062d\u062f\u0627\u0631 \u0627\u0644\u062e\u0637\u064a \u0627\u0644\u0628\u0633\u064a\u0637 \u0641\u064a R\" width=\"410\" height=\"343\" srcset=\"\" sizes=\"\"><\/p>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u0644\u0627 \u062a\u0648\u062c\u062f \u062f\u0648\u0627\u0626\u0631 \u0635\u063a\u064a\u0631\u0629 \u0641\u064a boxplot\u060c \u0645\u0645\u0627 \u064a\u0639\u0646\u064a \u0639\u062f\u0645 \u0648\u062c\u0648\u062f \u0642\u064a\u0645 \u0645\u062a\u0637\u0631\u0641\u0629 \u0641\u064a \u0645\u062c\u0645\u0648\u0639\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0644\u062f\u064a\u0646\u0627.<\/span><\/p>\n<h3 style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><b>\u0627\u0644\u062e\u0637\u0648\u0629 3: \u0625\u062c\u0631\u0627\u0621 \u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631 \u0627\u0644\u062e\u0637\u064a \u0627\u0644\u0628\u0633\u064a\u0637<\/b><\/span><\/h3>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u0628\u0645\u062c\u0631\u062f \u0623\u0646 \u0646\u062a\u0623\u0643\u062f \u0645\u0646 \u0623\u0646 \u0627\u0644\u0639\u0644\u0627\u0642\u0629 \u0628\u064a\u0646 \u0645\u062a\u063a\u064a\u0631\u0627\u062a\u0646\u0627 \u062e\u0637\u064a\u0629 \u0648\u0644\u0627 \u062a\u0648\u062c\u062f \u0642\u064a\u0645 \u0645\u062a\u0637\u0631\u0641\u0629\u060c \u064a\u0645\u0643\u0646\u0646\u0627 \u0627\u0644\u0645\u0636\u064a \u0642\u062f\u0645\u064b\u0627 \u0644\u062a\u0646\u0627\u0633\u0628 \u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631 \u0627\u0644\u062e\u0637\u064a \u0627\u0644\u0628\u0633\u064a\u0637 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 <em>\u0627\u0644\u0633\u0627\u0639\u0627\u062a<\/em> \u0643\u0645\u062a\u063a\u064a\u0631 \u062a\u0648\u0636\u064a\u062d\u064a <em>\u0648\u0627\u0644\u0646\u062a\u064a\u062c\u0629<\/em> \u0643\u0645\u062a\u063a\u064a\u0631 \u0627\u0633\u062a\u062c\u0627\u0628\u0629:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#fit simple linear regression model\n<\/span>model &lt;- lm(score~hours)\n\n<span style=\"color: #008080;\">#view model summary<\/span>\nsummary(model)\n\nCall:\nlm(formula = score ~ hours)\n\nResiduals:\n   Min 1Q Median 3Q Max \n-5,140 -3,219 -1,193 2,816 5,772 \n\nCoefficients:\n            Estimate Std. Error t value Pr(&gt;|t|)    \n(Intercept) 65,334 2,106 31,023 1.41e-13 ***\nhours 1.982 0.248 7.995 2.25e-06 ***\n---\nSignificant. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1\n\nResidual standard error: 3.641 on 13 degrees of freedom\nMultiple R-squared: 0.831, Adjusted R-squared: 0.818 \nF-statistic: 63.91 on 1 and 13 DF, p-value: 2.253e-06\n<\/strong><\/pre>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u0648\u0645\u0646 \u0645\u0644\u062e\u0635 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u064a\u0645\u0643\u0646\u0646\u0627 \u0623\u0646 \u0646\u0631\u0649 \u0623\u0646 \u0645\u0639\u0627\u062f\u0644\u0629 \u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631 \u0627\u0644\u0645\u062c\u0647\u0632\u0629 \u0647\u064a:<\/span><\/p>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><strong>\u0627\u0644\u0646\u062a\u064a\u062c\u0629 = 65.334 + 1.982*(\u0633\u0627\u0639\u0627\u062a)<\/strong><\/span><\/p>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u0648\u0647\u0630\u0627 \u064a\u0639\u0646\u064a \u0623\u0646 \u0643\u0644 \u0633\u0627\u0639\u0629 \u0625\u0636\u0627\u0641\u064a\u0629 \u062a\u062a\u0645 \u062f\u0631\u0627\u0633\u062a\u0647\u0627 \u062a\u0631\u062a\u0628\u0637 \u0628\u0632\u064a\u0627\u062f\u0629 \u0641\u064a \u0645\u062a\u0648\u0633\u0637 \u062f\u0631\u062c\u0627\u062a \u0627\u0644\u0627\u0645\u062a\u062d\u0627\u0646 \u0642\u062f\u0631\u0647\u0627 <strong>1982<\/strong> \u0646\u0642\u0637\u0629. \u0648\u062a\u062e\u0628\u0631\u0646\u0627 \u0627\u0644\u0642\u064a\u0645\u0629 \u0627\u0644\u0623\u0635\u0644\u064a\u0629 \u0627\u0644\u0628\u0627\u0644\u063a\u0629 <strong>65,334<\/strong> \u0628\u0645\u062a\u0648\u0633\u0637 \u062f\u0631\u062c\u0627\u062a \u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631 \u0627\u0644\u0645\u062a\u0648\u0642\u0639\u0629 \u0644\u0644\u0637\u0627\u0644\u0628 \u0627\u0644\u0630\u064a \u064a\u062f\u0631\u0633 \u0644\u0645\u062f\u0629 \u0635\u0641\u0631 \u0633\u0627\u0639\u0629.<\/span><\/p>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u064a\u0645\u0643\u0646\u0646\u0627 \u0623\u064a\u0636\u064b\u0627 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0647\u0630\u0647 \u0627\u0644\u0645\u0639\u0627\u062f\u0644\u0629 \u0644\u0644\u0639\u062b\u0648\u0631 \u0639\u0644\u0649 \u062f\u0631\u062c\u0629 \u0627\u0644\u0627\u0645\u062a\u062d\u0627\u0646 \u0627\u0644\u0645\u062a\u0648\u0642\u0639\u0629 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0639\u062f\u062f \u0627\u0644\u0633\u0627\u0639\u0627\u062a \u0627\u0644\u062a\u064a \u064a\u062f\u0631\u0633\u0647\u0627 \u0627\u0644\u0637\u0627\u0644\u0628. \u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644\u060c \u0627\u0644\u0637\u0627\u0644\u0628 \u0627\u0644\u0630\u064a \u064a\u062f\u0631\u0633 \u0644\u0645\u062f\u0629 10 \u0633\u0627\u0639\u0627\u062a \u064a\u062c\u0628 \u0623\u0646 \u064a\u062d\u0642\u0642 \u062f\u0631\u062c\u0629 \u0627\u0644\u0627\u0645\u062a\u062d\u0627\u0646 <strong>85.15<\/strong> :<\/span><\/p>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><strong>\u0627\u0644\u0646\u062a\u064a\u062c\u0629 = 65.334 + 1.982*(10) = 85.15<\/strong><\/span><\/p>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u0641\u064a\u0645\u0627 \u064a\u0644\u064a \u0643\u064a\u0641\u064a\u0629 \u062a\u0641\u0633\u064a\u0631 \u0628\u0642\u064a\u0629 \u0645\u0644\u062e\u0635 \u0627\u0644\u0646\u0645\u0648\u0630\u062c:<\/span><\/p>\n<ul style=\";text-align:right;direction:rtl\">\n<li style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><strong>Pr(&gt;|t|):<\/strong> \u0647\u0630\u0647 \u0647\u064a \u0627\u0644\u0642\u064a\u0645\u0629 p \u0627\u0644\u0645\u0631\u062a\u0628\u0637\u0629 \u0628\u0645\u0639\u0627\u0645\u0644\u0627\u062a \u0627\u0644\u0646\u0645\u0648\u0630\u062c. \u0648\u0628\u0645\u0627 \u0623\u0646 \u0627\u0644\u0642\u064a\u0645\u0629 p <em>\u0644\u0644\u0633\u0627\u0639\u0627\u062a<\/em> (2.25e-06) \u0623\u0642\u0644 \u0628\u0643\u062b\u064a\u0631 \u0645\u0646 0.05\u060c \u0641\u064a\u0645\u0643\u0646\u0646\u0627 \u0627\u0644\u0642\u0648\u0644 \u0623\u0646 \u0647\u0646\u0627\u0643 \u0627\u0631\u062a\u0628\u0627\u0637\u064b\u0627 \u0630\u0648 \u062f\u0644\u0627\u0644\u0629 \u0625\u062d\u0635\u0627\u0626\u064a\u0629 \u0628\u064a\u0646 <em>\u0627\u0644\u0633\u0627\u0639\u0627\u062a<\/em> <em>\u0648\u0627\u0644\u0646\u062a\u064a\u062c\u0629<\/em> .<\/span><\/li>\n<li style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><strong>\u0645\u0636\u0627\u0639\u0641 R-squared:<\/strong> \u064a\u062e\u0628\u0631\u0646\u0627 \u0647\u0630\u0627 \u0627\u0644\u0631\u0642\u0645 \u0623\u0646 \u0646\u0633\u0628\u0629 \u0627\u0644\u062a\u0628\u0627\u064a\u0646 \u0641\u064a \u062f\u0631\u062c\u0627\u062a \u0627\u0644\u0627\u0645\u062a\u062d\u0627\u0646 \u064a\u0645\u0643\u0646 \u062a\u0641\u0633\u064a\u0631\u0647\u0627 \u0628\u0639\u062f\u062f \u0633\u0627\u0639\u0627\u062a \u0627\u0644\u062f\u0631\u0627\u0633\u0629. \u0628\u0634\u0643\u0644 \u0639\u0627\u0645\u060c \u0643\u0644\u0645\u0627 \u0632\u0627\u062f\u062a \u0642\u064a\u0645\u0629 R-squared \u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631\u060c \u0643\u0644\u0645\u0627 \u0643\u0627\u0646\u062a \u0627\u0644\u0645\u062a\u063a\u064a\u0631\u0627\u062a \u0627\u0644\u062a\u0648\u0636\u064a\u062d\u064a\u0629 \u0642\u0627\u062f\u0631\u0629 \u0639\u0644\u0649 \u0627\u0644\u062a\u0646\u0628\u0624 \u0628\u0642\u064a\u0645\u0629 \u0645\u062a\u063a\u064a\u0631 \u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0629 \u0628\u0634\u0643\u0644 \u0623\u0641\u0636\u0644. \u0641\u064a \u0647\u0630\u0647 \u0627\u0644\u062d\u0627\u0644\u0629\u060c \u064a\u0645\u0643\u0646 \u062a\u0641\u0633\u064a\u0631 <strong>83.1%<\/strong> \u0645\u0646 \u0627\u0644\u062a\u0628\u0627\u064a\u0646 \u0641\u064a \u0627\u0644\u062f\u0631\u062c\u0627\u062a \u0645\u0646 \u062e\u0644\u0627\u0644 \u0633\u0627\u0639\u0627\u062a \u0627\u0644\u062f\u0631\u0627\u0633\u0629.<\/span><\/li>\n<li style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><strong>\u0627\u0644\u062e\u0637\u0623 \u0627\u0644\u0645\u0639\u064a\u0627\u0631\u064a \u0627\u0644\u0645\u062a\u0628\u0642\u064a:<\/strong> \u0647\u0630\u0627 \u0647\u0648 \u0645\u062a\u0648\u0633\u0637 \u0627\u0644\u0645\u0633\u0627\u0641\u0629 \u0628\u064a\u0646 \u0627\u0644\u0642\u064a\u0645 \u0627\u0644\u0645\u0631\u0635\u0648\u062f\u0629 \u0648\u062e\u0637 \u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631. \u0643\u0644\u0645\u0627 \u0627\u0646\u062e\u0641\u0636\u062a \u0647\u0630\u0647 \u0627\u0644\u0642\u064a\u0645\u0629\u060c \u0632\u0627\u062f\u062a \u0642\u062f\u0631\u0629 \u062e\u0637 \u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631 \u0639\u0644\u0649 \u0627\u0644\u062a\u0648\u0627\u0641\u0642 \u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0631\u0635\u0648\u062f\u0629. \u0641\u064a \u0647\u0630\u0647 \u0627\u0644\u062d\u0627\u0644\u0629\u060c \u064a\u0646\u062d\u0631\u0641 \u0645\u062a\u0648\u0633\u0637 \u0627\u0644\u062f\u0631\u062c\u0627\u062a \u0627\u0644\u0645\u0633\u062c\u0644\u0629 \u0641\u064a \u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631 \u0628\u0645\u0642\u062f\u0627\u0631 <strong>3641<\/strong> \u0646\u0642\u0637\u0629 \u0639\u0646 \u0627\u0644\u062f\u0631\u062c\u0629 \u0627\u0644\u0645\u062a\u0648\u0642\u0639\u0629 \u0628\u0648\u0627\u0633\u0637\u0629 \u062e\u0637 \u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631.<\/span><\/li>\n<li style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><strong>\u0625\u062d\u0635\u0627\u0626\u064a\u0629 F \u0648\u0642\u064a\u0645\u0629 p:<\/strong> \u062a\u062e\u0628\u0631\u0646\u0627 \u0625\u062d\u0635\u0627\u0626\u064a\u0629 F ( <strong>63.91<\/strong> ) \u0648\u0627\u0644\u0642\u064a\u0645\u0629 p \u0627\u0644\u0645\u0642\u0627\u0628\u0644\u0629 \u0644\u0647\u0627 ( <strong>2.253e-06<\/strong> ) \u0628\u0627\u0644\u0623\u0647\u0645\u064a\u0629 \u0627\u0644\u0625\u062c\u0645\u0627\u0644\u064a\u0629 \u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631\u060c \u0623\u064a \u0645\u0627 \u0625\u0630\u0627 \u0643\u0627\u0646\u062a \u0627\u0644\u0645\u062a\u063a\u064a\u0631\u0627\u062a \u0627\u0644\u062a\u0648\u0636\u064a\u062d\u064a\u0629 \u0641\u064a \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0645\u0641\u064a\u062f\u0629 \u0644\u0634\u0631\u062d \u0627\u0644\u062a\u0628\u0627\u064a\u0646 . \u0641\u064a \u0645\u062a\u063a\u064a\u0631 \u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0629 \u0646\u0638\u0631\u064b\u0627 \u0644\u0623\u0646 \u0627\u0644\u0642\u064a\u0645\u0629 p \u0641\u064a \u0647\u0630\u0627 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href=\"https:\/\/statorials.org\/ar\/\u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631-\u063a\u064a\u0631-\u0627\u0644\u0645\u062a\u062c\u0627\u0646\u0633\u0629\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u0645\u062a\u062c\u0627\u0646\u0633\u0629<\/a> \u0639\u0646\u062f \u0643\u0644 \u0645\u0633\u062a\u0648\u0649 \u0645\u0646 \u0645\u0633\u062a\u0648\u064a\u0627\u062a \u0627\u0644\u0645\u062a\u063a\u064a\u0631 \u0627\u0644\u062a\u0648\u0636\u064a\u062d\u064a. \u0625\u0630\u0627 \u0644\u0645 \u064a\u062a\u0645 \u0627\u0633\u062a\u064a\u0641\u0627\u0621 \u0647\u0630\u0647 \u0627\u0644\u0627\u0641\u062a\u0631\u0627\u0636\u0627\u062a\u060c \u0641\u0642\u062f \u062a\u0643\u0648\u0646 \u0646\u062a\u0627\u0626\u062c \u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631 \u0627\u0644\u062e\u0627\u0635 \u0628\u0646\u0627 \u0645\u0636\u0644\u0644\u0629 \u0623\u0648 \u063a\u064a\u0631 \u0645\u0648\u062b\u0648\u0642\u0629.<\/span><\/p>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u0648\u0644\u0644\u062a\u062d\u0642\u0642 \u0645\u0646 \u0627\u0633\u062a\u064a\u0641\u0627\u0621 \u0647\u0630\u0647 \u0627\u0644\u0627\u0641\u062a\u0631\u0627\u0636\u0627\u062a\u060c \u064a\u0645\u0643\u0646\u0646\u0627 \u0625\u0646\u0634\u0627\u0621 \u0627\u0644\u0645\u062e\u0637\u0637\u0627\u062a \u0627\u0644\u0645\u062a\u0628\u0642\u064a\u0629 \u0627\u0644\u062a\u0627\u0644\u064a\u0629:<\/span><\/p>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><strong>\u0645\u062e\u0637\u0637 \u0627\u0644\u0642\u064a\u0645 \u0627\u0644\u0645\u062a\u0628\u0642\u064a\u0629 \u0645\u0642\u0627\u0628\u0644 \u0627\u0644\u0642\u064a\u0645 \u0627\u0644\u0645\u062c\u0647\u0632\u0629:<\/strong> \u0647\u0630\u0627 \u0627\u0644\u0645\u062e\u0637\u0637 \u0645\u0641\u064a\u062f \u0644\u062a\u0623\u0643\u064a\u062f \u0627\u0644\u0645\u062b\u0644\u064a\u0629. \u064a\u0639\u0631\u0636 \u0627\u0644\u0645\u062d\u0648\u0631 \u0627\u0644\u0633\u064a\u0646\u064a \u0627\u0644\u0642\u064a\u0645 \u0627\u0644\u0645\u062c\u0647\u0632\u0629 \u0648\u064a\u0639\u0631\u0636 \u0627\u0644\u0645\u062d\u0648\u0631 \u0627\u0644\u0635\u0627\u062f\u064a \u0627\u0644\u0642\u064a\u0645 \u0627\u0644\u0645\u062a\u0628\u0642\u064a\u0629. \u0648\u0637\u0627\u0644\u0645\u0627 \u0623\u0646 \u0627\u0644\u0628\u0642\u0627\u064a\u0627 \u062a\u0628\u062f\u0648 \u0645\u0648\u0632\u0639\u0629 \u0628\u0634\u0643\u0644 \u0639\u0634\u0648\u0627\u0626\u064a \u0648\u0645\u0648\u062d\u062f \u0641\u064a \u062c\u0645\u064a\u0639 \u0623\u0646\u062d\u0627\u0621 \u0627\u0644\u0631\u0633\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u064a \u062d\u0648\u0644 \u0627\u0644\u0642\u064a\u0645\u0629 \u0627\u0644\u0635\u0641\u0631\u064a\u0629\u060c \u064a\u0645\u0643\u0646\u0646\u0627 \u0623\u0646 \u0646\u0641\u062a\u0631\u0636 \u0623\u0646 \u0627\u0644\u0645\u062b\u0644\u064a\u0629 \u0644\u0645 \u062a\u0646\u062a\u0647\u0643:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#define residuals\n<\/span>res &lt;- resid(model)\n\n<span style=\"color: #008080;\">#produce residual vs. fitted plot\n<\/span>plot(fitted(model), res)\n\n<span style=\"color: #008080;\">#add a horizontal line at 0 \n<\/span>abline(0,0)\n<\/strong><\/pre>\n<p style=\";text-align:right;direction:rtl\"><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-11533 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/simpleregr3.png\" alt=\"\u0627\u0644\u0645\u0624\u0627\u0645\u0631\u0629 \u0627\u0644\u0645\u062a\u0628\u0642\u064a\u0629 \u0641\u064a R \u0644\u0644\u0627\u0646\u062d\u062f\u0627\u0631 \u0627\u0644\u062e\u0637\u064a \u0627\u0644\u0628\u0633\u064a\u0637\" width=\"382\" height=\"342\" srcset=\"\" sizes=\"\"><\/p>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u0648\u064a\u0628\u062f\u0648 \u0623\u0646 \u0627\u0644\u0628\u0642\u0627\u064a\u0627 \u0645\u062a\u0646\u0627\u062b\u0631\u0629 \u0628\u0634\u0643\u0644 \u0639\u0634\u0648\u0627\u0626\u064a \u062d\u0648\u0644 \u0627\u0644\u0635\u0641\u0631 \u0648\u0644\u0627 \u062a\u0638\u0647\u0631 \u0623\u064a \u0646\u0645\u0637 \u0645\u0644\u062d\u0648\u0638\u060c \u0644\u0630\u0644\u0643 \u062a\u0645 \u062a\u062d\u0642\u064a\u0642 \u0647\u0630\u0627 \u0627\u0644\u0627\u0641\u062a\u0631\u0627\u0636.<\/span><\/p>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><strong>\u0645\u0624\u0627\u0645\u0631\u0629 QQ:<\/strong> \u0647\u0630\u0647 \u0627\u0644\u0645\u0624\u0627\u0645\u0631\u0629 \u0645\u0641\u064a\u062f\u0629 \u0644\u062a\u062d\u062f\u064a\u062f \u0645\u0627 \u0625\u0630\u0627 \u0643\u0627\u0646\u062a \u0627\u0644\u0628\u0642\u0627\u064a\u0627 \u062a\u062a\u0628\u0639 \u0627\u0644\u062a\u0648\u0632\u064a\u0639 \u0627\u0644\u0637\u0628\u064a\u0639\u064a. \u0625\u0630\u0627 \u0643\u0627\u0646\u062a \u0642\u064a\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0641\u064a \u0627\u0644\u0645\u062e\u0637\u0637 \u062a\u062a\u0628\u0639 \u062e\u0637\u064b\u0627 \u0645\u0633\u062a\u0642\u064a\u0645\u064b\u0627 \u062a\u0642\u0631\u064a\u0628\u064b\u0627 \u0628\u0632\u0627\u0648\u064a\u0629 45 \u062f\u0631\u062c\u0629\u060c \u0641\u0633\u064a\u062a\u0645 \u062a\u0648\u0632\u064a\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0628\u0634\u0643\u0644 \u0637\u0628\u064a\u0639\u064a:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create QQ plot for residuals\n<\/span>qqnorm(res)\n\n<span style=\"color: #008080;\">#add a straight diagonal line to the plot\n<\/span>qqline(res) \n<\/strong><\/pre>\n<p style=\";text-align:right;direction:rtl\"><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-11534 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/simpleregr4.png\" alt=\"\u0645\u0624\u0627\u0645\u0631\u0629 QQ \u0627\u0644\u0639\u0627\u062f\u064a\u0629 \u0641\u064a R\" width=\"385\" height=\"384\" srcset=\"\" sizes=\"\"><\/p>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u062a\u0646\u062d\u0631\u0641 \u0627\u0644\u0628\u0642\u0627\u064a\u0627 \u0642\u0644\u064a\u0644\u0627\u064b \u0639\u0646 \u062e\u0637 45 \u062f\u0631\u062c\u0629\u060c \u0644\u0643\u0646 \u0644\u064a\u0633 \u0628\u0645\u0627 \u064a\u0643\u0641\u064a \u0644\u0625\u062b\u0627\u0631\u0629 \u0642\u0644\u0642 \u0628\u0627\u0644\u063a. \u064a\u0645\u0643\u0646\u0646\u0627 \u0623\u0646 \u0646\u0641\u062a\u0631\u0636 \u0623\u0646 \u0627\u0641\u062a\u0631\u0627\u0636 \u0627\u0644\u062d\u0627\u0644\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 \u0642\u062f \u062a\u0645 \u0627\u0633\u062a\u064a\u0641\u0627\u0621\u0647.<\/span><\/p>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u0648\u0628\u0645\u0627 \u0623\u0646 \u0627\u0644\u0628\u0642\u0627\u064a\u0627 \u0645\u0648\u0632\u0639\u0629 \u0628\u0634\u0643\u0644 \u0637\u0628\u064a\u0639\u064a \u0648\u0645\u062a\u062c\u0627\u0646\u0633\u0629\u060c \u0641\u0642\u062f \u062a\u062d\u0642\u0642\u0646\u0627 \u0645\u0646 \u0627\u0633\u062a\u064a\u0641\u0627\u0621 \u0641\u0631\u0636\u064a\u0627\u062a \u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631 \u0627\u0644\u062e\u0637\u064a \u0627\u0644\u0628\u0633\u064a\u0637. \u0648\u0628\u0627\u0644\u062a\u0627\u0644\u064a\u060c \u0641\u0625\u0646 \u0645\u062e\u0631\u062c\u0627\u062a \u0646\u0645\u0648\u0630\u062c\u0646\u0627 \u0645\u0648\u062b\u0648\u0642\u0629.<\/span><\/p>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><em>\u064a\u0645\u0643\u0646 \u0627\u0644\u0639\u062b\u0648\u0631 \u0639\u0644\u0649 \u0631\u0645\u0632 R \u0627\u0644\u0643\u0627\u0645\u0644 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0641\u064a \u0647\u0630\u0627 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u064a <a href=\"https:\/\/raw.githubusercontent.com\/- Statorials\/R-Guides\/main\/simple_linear_regression.R\" target=\"_blank\" rel=\"noopener noreferrer\">\u0647\u0646\u0627<\/a> .<\/em><\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631 \u0627\u0644\u062e\u0637\u064a \u0627\u0644\u0628\u0633\u064a\u0637 \u0647\u0648 \u0623\u0633\u0644\u0648\u0628 \u064a\u0645\u0643\u0646\u0646\u0627 \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647 \u0644\u0641\u0647\u0645 \u0627\u0644\u0639\u0644\u0627\u0642\u0629 \u0628\u064a\u0646 \u0645\u062a\u063a\u064a\u0631 \u062a\u0648\u0636\u064a\u062d\u064a \u0648\u0627\u062d\u062f \u0648\u0645\u062a\u063a\u064a\u0631 \u0627\u0633\u062a\u062c\u0627\u0628\u0629 \u0648\u0627\u062d\u062f. \u0628\u0627\u062e\u062a\u0635\u0627\u0631\u060c \u062a\u0642\u0648\u0645 \u0647\u0630\u0647 \u0627\u0644\u062a\u0642\u0646\u064a\u0629 \u0628\u0625\u064a\u062c\u0627\u062f \u0627\u0644\u0633\u0637\u0631 \u0627\u0644\u0630\u064a &#8220;\u064a\u0646\u0627\u0633\u0628&#8221; \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0628\u0634\u0643\u0644 \u0623\u0641\u0636\u0644 \u0648\u064a\u0623\u062e\u0630 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u062a\u0627\u0644\u064a: \u0177 = \u0628 0 + \u0628 1 \u0633 \u0630\u0647\u0628: \u0177 : \u0642\u064a\u0645\u0629 \u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0629 \u0627\u0644\u0645\u0642\u062f\u0631\u0629 \u0628 0 : \u0623\u0635\u0644 \u062e\u0637 \u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631 \u0628 1 : \u0645\u064a\u0644 \u062e\u0637 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