{"id":1251,"date":"2023-07-27T03:17:05","date_gmt":"2023-07-27T03:17:05","guid":{"rendered":"https:\/\/statorials.org\/ar\/%d8%aa%d9%81%d8%b3%d9%8a%d8%b1-%d9%85%d8%ae%d8%b1%d8%ac%d8%a7%d8%aa-%d8%a7%d9%84%d8%a7%d9%86%d8%ad%d8%af%d8%a7%d8%b1-%d9%81%d9%8a-r\/"},"modified":"2023-07-27T03:17:05","modified_gmt":"2023-07-27T03:17:05","slug":"%d8%aa%d9%81%d8%b3%d9%8a%d8%b1-%d9%85%d8%ae%d8%b1%d8%ac%d8%a7%d8%aa-%d8%a7%d9%84%d8%a7%d9%86%d8%ad%d8%af%d8%a7%d8%b1-%d9%81%d9%8a-r","status":"publish","type":"post","link":"https:\/\/statorials.org\/ar\/%d8%aa%d9%81%d8%b3%d9%8a%d8%b1-%d9%85%d8%ae%d8%b1%d8%ac%d8%a7%d8%aa-%d8%a7%d9%84%d8%a7%d9%86%d8%ad%d8%af%d8%a7%d8%b1-%d9%81%d9%8a-r\/","title":{"rendered":"\u0643\u064a\u0641\u064a\u0629 \u062a\u0641\u0633\u064a\u0631 \u0645\u062e\u0631\u062c\u0627\u062a \u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631 \u0641\u064a r"},"content":{"rendered":"

<\/p>\n

\n

\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<\/a> \u0641\u064a R\u060c \u064a\u0645\u0643\u0646\u0646\u0627 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0623\u0645\u0631 lm()<\/strong> .<\/span><\/p>\n

\u0644\u0639\u0631\u0636 \u0645\u062e\u0631\u062c\u0627\u062a \u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631\u060c \u064a\u0645\u0643\u0646\u0646\u0627 \u0628\u0639\u062f \u0630\u0644\u0643 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0623\u0645\u0631 Summary()<\/strong> .<\/span><\/p>\n

\u064a\u0634\u0631\u062d \u0647\u0630\u0627 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u064a \u0643\u064a\u0641\u064a\u0629 \u062a\u0641\u0633\u064a\u0631 \u0643\u0644 \u0642\u064a\u0645\u0629 \u0644\u0645\u062e\u0631\u062c\u0627\u062a \u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631 \u0641\u064a R.<\/span><\/p>\n

\u0645\u062b\u0627\u0644: \u062a\u0641\u0633\u064a\u0631 \u0645\u062e\u0631\u062c\u0627\u062a \u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631 \u0641\u064a R<\/strong><\/h3>\n

\u064a\u0648\u0636\u062d \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u0629 \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0629 \u0627\u0644\u062a\u0627\u0644\u064a\u0629 \u0643\u064a\u0641\u064a\u0629 \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\u0645\u062a\u0639\u062f\u062f \u0645\u0639 \u0645\u062c\u0645\u0648\u0639\u0629 \u0628\u064a\u0627\u0646\u0627\u062a mtcars<\/strong> \u0627\u0644\u0645\u062f\u0645\u062c\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 hp<\/em> \u0648 drat<\/em> \u0648 wt<\/em> \u0643\u0645\u062a\u063a\u064a\u0631\u0627\u062a \u062a\u0646\u0628\u0624\u064a\u0629 \u0648 mpg<\/em> \u0643\u0645\u062a\u063a\u064a\u0631 \u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0629:<\/span><\/p>\n

 #fit regression model using hp, drat, and wt as predictors\n<\/span>model <- lm(mpg ~ hp + drat + wt, data = mtcars)\n\n#view model summary\n<\/span>summary(model)\n\nCall:\nlm(formula = mpg ~ hp + drat + wt, data = mtcars)\n\nResiduals:\n    Min 1Q Median 3Q Max \n-3.3598 -1.8374 -0.5099 0.9681 5.7078 \n\nCoefficients:\n             Estimate Std. Error t value Pr(>|t|)    \n(Intercept) 29.394934 6.156303 4.775 5.13e-05 ***\nhp -0.032230 0.008925 -3.611 0.001178 ** \ndrat 1.615049 1.226983 1.316 0.198755    \nwt -3.227954 0.796398 -4.053 0.000364 ***\n---\nSignificant. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1\n\nResidual standard error: 2.561 on 28 degrees of freedom\nMultiple R-squared: 0.8369, Adjusted R-squared: 0.8194 \nF-statistic: 47.88 on 3 and 28 DF, p-value: 3.768e-11\n<\/strong><\/pre>\n
 \u0641\u064a\u0645\u0627 \u064a\u0644\u064a \u0643\u064a\u0641\u064a\u0629 \u062a\u0641\u0633\u064a\u0631 \u0643\u0644 \u0642\u064a\u0645\u0629 \u0641\u064a \u0627\u0644\u0625\u062e\u0631\u0627\u062c:<\/span><\/p>\n
 \u064a\u062a\u0635\u0644<\/strong><\/span><\/h3>\n
 Call:\nlm(formula = mpg ~ hp + drat + wt, data = mtcars)<\/strong><\/pre>\n
 \u064a\u0630\u0643\u0631\u0646\u0627 \u0647\u0630\u0627 \u0627\u0644\u0642\u0633\u0645 \u0628\u0627\u0644\u0635\u064a\u063a\u0629 \u0627\u0644\u062a\u064a \u0627\u0633\u062a\u062e\u062f\u0645\u0646\u0627\u0647\u0627 \u0641\u064a \u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631 \u0627\u0644\u062e\u0627\u0635 \u0628\u0646\u0627. \u064a\u0645\u0643\u0646\u0646\u0627 \u0623\u0646 \u0646\u0631\u0649 \u0623\u0646\u0646\u0627 \u0627\u0633\u062a\u062e\u062f\u0645\u0646\u0627 mpg<\/strong> \u0643\u0645\u062a\u063a\u064a\u0631 \u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0629 \u0648 hp<\/strong> \u0648 drat<\/strong> \u0648 wt<\/strong> \u0643\u0645\u062a\u063a\u064a\u0631\u0627\u062a \u0645\u062a\u0648\u0642\u0639\u0629. \u062c\u0627\u0621 \u0643\u0644 \u0645\u062a\u063a\u064a\u0631 \u0645\u0646 \u0645\u062c\u0645\u0648\u0639\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0633\u0645\u0627\u0629 mtcars<\/strong> .<\/span><\/p>\n
 \u0628\u0642\u0627\u064a\u0627<\/strong><\/span><\/h3>\n
 Residuals:\n    Min 1Q Median 3Q Max \n-3.3598 -1.8374 -0.5099 0.9681 5.7078 \n<\/strong><\/pre>\n
 \u064a\u0639\u0631\u0636 \u0647\u0630\u0627 \u0627\u0644\u0642\u0633\u0645 \u0645\u0644\u062e\u0635\u064b\u0627 \u0644\u062a\u0648\u0632\u064a\u0639 \u0627\u0644\u0628\u0642\u0627\u064a\u0627 \u0645\u0646 \u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631. \u062a\u0630\u0643\u0631 \u0623\u0646 \u0627\u0644\u0645\u062a\u0628\u0642\u064a \u0647\u0648 \u0627\u0644\u0641\u0631\u0642 \u0628\u064a\u0646 \u0627\u0644\u0642\u064a\u0645\u0629 \u0627\u0644\u0645\u0631\u0635\u0648\u062f\u0629 \u0648\u0627\u0644\u0642\u064a\u0645\u0629 \u0627\u0644\u0645\u062a\u0648\u0642\u0639\u0629 \u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631.<\/span><\/p>\n
 \u0648\u0643\u0627\u0646 \u0627\u0644\u062d\u062f \u0627\u0644\u0623\u062f\u0646\u0649 \u0627\u0644\u0645\u062a\u0628\u0642\u064a -3.3598<\/strong> \u060c \u0648\u0643\u0627\u0646 \u0627\u0644\u0645\u062a\u0648\u0633\u0637 \u0627\u0644\u0645\u062a\u0628\u0642\u064a -0.5099<\/strong> \u060c \u0648\u0643\u0627\u0646 \u0627\u0644\u062d\u062f \u0627\u0644\u0623\u0642\u0635\u0649 \u0627\u0644\u0645\u062a\u0628\u0642\u064a 5.7078<\/strong> .<\/span><\/p>\n
 \u0627\u0644\u0645\u0639\u0627\u0645\u0644\u0627\u062a<\/strong><\/span><\/h3>\n
 Coefficients:\n             Estimate Std. Error t value Pr(>|t|)    \n(Intercept) 29.394934 6.156303 4.775 5.13e-05 ***\nhp -0.032230 0.008925 -3.611 0.001178 ** \ndrat 1.615049 1.226983 1.316 0.198755    \nwt -3.227954 0.796398 -4.053 0.000364 ***\n\n---\nSignificant. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1\n<\/strong><\/pre>\n
 \u064a\u0639\u0631\u0636 \u0647\u0630\u0627 \u0627\u0644\u0642\u0633\u0645 \u0627\u0644\u0645\u0639\u0627\u0645\u0644\u0627\u062a \u0627\u0644\u0645\u0642\u062f\u0631\u0629 \u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631. \u064a\u0645\u0643\u0646\u0646\u0627 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0647\u0630\u0647 \u0627\u0644\u0645\u0639\u0627\u0645\u0644\u0627\u062a \u0644\u062a\u0634\u0643\u064a\u0644 \u0645\u0639\u0627\u062f\u0644\u0629 \u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631 \u0627\u0644\u0645\u0642\u062f\u0631\u0629 \u0627\u0644\u062a\u0627\u0644\u064a\u0629:<\/span><\/p>\n
 \u0645\u064a\u0644\u0627 \u0641\u064a \u0627\u0644\u063a\u0627\u0644\u0648\u0646 = 29.39 – 0.03 * \u062d\u0635\u0627\u0646 + 1.62 * \u0642\u0648\u0629 – 3.23 * \u0627\u0644\u0648\u0632\u0646<\/span><\/p>\n
 \u0644\u0643\u0644 \u0645\u062a\u063a\u064a\u0631 \u062a\u0648\u0642\u0639\u060c \u0646\u062a\u0644\u0642\u0649 \u0627\u0644\u0642\u064a\u0645 \u0627\u0644\u062a\u0627\u0644\u064a\u0629:<\/span><\/p>\n
 \u0627\u0644\u062a\u0642\u062f\u064a\u0631:<\/strong> \u0627\u0644\u0645\u0639\u0627\u0645\u0644 \u0627\u0644\u0645\u0642\u062f\u0631. \u064a\u062e\u0628\u0631\u0646\u0627 \u0647\u0630\u0627 \u0628\u0645\u062a\u0648\u0633\u0637 \u0627\u0644\u0632\u064a\u0627\u062f\u0629 \u0641\u064a \u0645\u062a\u063a\u064a\u0631 \u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0629 \u0627\u0644\u0645\u0631\u062a\u0628\u0637 \u0628\u0632\u064a\u0627\u062f\u0629 \u0648\u062d\u062f\u0629 \u0648\u0627\u062d\u062f\u0629 \u0641\u064a \u0645\u062a\u063a\u064a\u0631 \u0627\u0644\u062a\u0648\u0642\u0639\u060c \u0639\u0644\u0649 \u0627\u0641\u062a\u0631\u0627\u0636 \u0623\u0646 \u062c\u0645\u064a\u0639 \u0645\u062a\u063a\u064a\u0631\u0627\u062a \u0627\u0644\u062a\u0648\u0642\u0639 \u0627\u0644\u0623\u062e\u0631\u0649 \u062a\u0638\u0644 \u062b\u0627\u0628\u062a\u0629.<\/span><\/p>\n
 \u0645\u0639\u064a\u0627\u0631.<\/strong> \u062e\u0637\u0623<\/strong> : \u0647\u0630\u0627 \u0647\u0648 \u0627\u0644\u062e\u0637\u0623 \u0627\u0644\u0645\u0639\u064a\u0627\u0631\u064a \u0644\u0644\u0645\u0639\u0627\u0645\u0644. \u0648\u0647\u0630\u0627 \u0645\u0642\u064a\u0627\u0633 \u0644\u0639\u062f\u0645 \u0627\u0644\u064a\u0642\u064a\u0646 \u0641\u064a \u062a\u0642\u062f\u064a\u0631\u0646\u0627 \u0644\u0644\u0645\u0639\u0627\u0645\u0644.<\/span><\/p>\n
 \u0642\u064a\u0645\u0629 t:<\/strong> \u0647\u0630\u0647 \u0647\u064a \u0625\u062d\u0635\u0627\u0626\u064a\u0629 t \u0644\u0645\u062a\u063a\u064a\u0631 \u0627\u0644\u062a\u0648\u0642\u0639\u060c \u0648\u064a\u062a\u0645 \u062d\u0633\u0627\u0628\u0647\u0627 \u0643\u0640 (\u062a\u0642\u062f\u064a\u0631) \/ (\u062e\u0637\u0623 \u0642\u064a\u0627\u0633\u064a).<\/span><\/p>\n
 Pr(>|t|):<\/strong> \u0647\u0630\u0647 \u0647\u064a \u0627\u0644\u0642\u064a\u0645\u0629 p \u0627\u0644\u062a\u064a \u062a\u062a\u0648\u0627\u0641\u0642 \u0645\u0639 \u0625\u062d\u0635\u0627\u0626\u064a\u0629 t. \u0625\u0630\u0627 \u0643\u0627\u0646\u062a \u0647\u0630\u0647 \u0627\u0644\u0642\u064a\u0645\u0629 \u0623\u0642\u0644 \u0645\u0646 \u0645\u0633\u062a\u0648\u0649 \u0623\u0644\u0641\u0627 \u0645\u0639\u064a\u0646 (\u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644 0.05)\u060c \u064a\u0642\u0627\u0644 \u0623\u0646 \u0627\u0644\u0645\u062a\u063a\u064a\u0631 \u0627\u0644\u062a\u0646\u0628\u0624\u064a \u0630\u0648 \u062f\u0644\u0627\u0644\u0629 \u0625\u062d\u0635\u0627\u0626\u064a\u0629.<\/span><\/p>\n
 \u0625\u0630\u0627 \u0627\u0633\u062a\u062e\u062f\u0645\u0646\u0627 \u0645\u0633\u062a\u0648\u0649 \u0623\u0644\u0641\u0627 \u0642\u062f\u0631\u0647 \u03b1 = 0.05 \u0644\u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0645\u062a\u0646\u0628\u0626\u064a\u0646 \u0627\u0644\u0630\u064a\u0646 \u0643\u0627\u0646\u0648\u0627 \u0645\u0647\u0645\u064a\u0646 \u0641\u064a \u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631 \u0647\u0630\u0627\u060c \u0641\u0633\u0646\u0642\u0648\u0644 \u0623\u0646 hp<\/strong> \u0648 wt<\/strong> \u0647\u0645\u0627 \u0645\u0646\u0628\u0626\u064a\u0646 \u0645\u0647\u0645\u064a\u0646 \u0625\u062d\u0635\u0627\u0626\u064a\u064b\u0627 \u0628\u064a\u0646\u0645\u0627 drat<\/strong> \u0644\u064a\u0633 \u0643\u0630\u0644\u0643.<\/span><\/p>\n
 \u062a\u0642\u064a\u064a\u0645 \u0645\u062f\u0649 \u0643\u0641\u0627\u064a\u0629 \u0627\u0644\u0646\u0645\u0648\u0630\u062c<\/strong><\/span><\/h3>\n
 Residual standard error: 2.561 on 28 degrees of freedom\nMultiple R-squared: 0.8369, Adjusted R-squared: 0.8194 \nF-statistic: 47.88 on 3 and 28 DF, p-value: 3.768e-11\n<\/strong><\/pre>\n
 \u064a\u0639\u0631\u0636 \u0647\u0630\u0627 \u0627\u0644\u0642\u0633\u0645 \u0627\u0644\u0623\u062e\u064a\u0631 \u0623\u0631\u0642\u0627\u0645\u064b\u0627 \u0645\u062e\u062a\u0644\u0641\u0629 \u062a\u0633\u0627\u0639\u062f\u0646\u0627 \u0641\u064a \u062a\u0642\u064a\u064a\u0645 \u0645\u062f\u0649 \u0645\u0644\u0627\u0621\u0645\u0629 \u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631 \u0644\u0645\u062c\u0645\u0648\u0639\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0646\u0627.<\/span><\/p>\n
 \u0627\u0644\u062e\u0637\u0623 \u0627\u0644\u0645\u0639\u064a\u0627\u0631\u064a \u0627\u0644\u0645\u062a\u0628\u0642\u064a:<\/strong> \u064a\u062e\u0628\u0631\u0646\u0627 \u0628\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 \u0643\u0627\u0646\u062a \u0627\u0644\u0642\u064a\u0645\u0629 \u0623\u0635\u063a\u0631\u060c \u0643\u0627\u0646\u062a \u0642\u062f\u0631\u0629 \u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631 \u0639\u0644\u0649 \u0645\u0644\u0627\u0621\u0645\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0623\u0641\u0636\u0644.<\/span><\/p>\n
 \u064a\u062a\u0645 \u062d\u0633\u0627\u0628 \u062f\u0631\u062c\u0627\u062a \u0627\u0644\u062d\u0631\u064a\u0629 \u0643\u0640 nk-1 \u062d\u064a\u062b n = \u0625\u062c\u0645\u0627\u0644\u064a \u0639\u062f\u062f \u0627\u0644\u0645\u0644\u0627\u062d\u0638\u0627\u062a \u0648 k = \u0639\u062f\u062f \u0627\u0644\u0645\u062a\u0646\u0628\u0626\u064a\u0646. \u0641\u064a \u0647\u0630\u0627 \u0627\u0644\u0645\u062b\u0627\u0644\u060c \u062a\u062d\u062a\u0648\u064a mtcars \u0639\u0644\u0649 32 \u0645\u0644\u0627\u062d\u0638\u0629 \u0648\u0627\u0633\u062a\u062e\u062f\u0645\u0646\u0627 3 \u062a\u0646\u0628\u0624\u0627\u062a \u0641\u064a \u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631\u060c \u0648\u0628\u0627\u0644\u062a\u0627\u0644\u064a \u0641\u0625\u0646 \u062f\u0631\u062c\u0627\u062a \u0627\u0644\u062d\u0631\u064a\u0629 \u0647\u064a 32 \u2013 3 \u2013 1 = 28.<\/span><\/p>\n
 \u0645\u0631\u0628\u0639 R \u0627\u0644\u0645\u062a\u0639\u062f\u062f:<\/strong> \u0648\u064a\u0633\u0645\u0649 \u0647\u0630\u0627 \u0628\u0645\u0639\u0627\u0645\u0644 \u0627\u0644\u062a\u062d\u062f\u064a\u062f. \u0625\u0646\u0647 \u064a\u062e\u0628\u0631\u0646\u0627 \u0639\u0646 \u0645\u0642\u062f\u0627\u0631 \u0627\u0644\u062a\u0628\u0627\u064a\u0646 \u0641\u064a \u0645\u062a\u063a\u064a\u0631 \u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0629<\/a> \u0627\u0644\u0630\u064a \u064a\u0645\u0643\u0646 \u062a\u0641\u0633\u064a\u0631\u0647 \u0628\u0648\u0627\u0633\u0637\u0629 \u0645\u062a\u063a\u064a\u0631\u0627\u062a \u0627\u0644\u062a\u0648\u0642\u0639.<\/span><\/p>\n
 \u062a\u062a\u0631\u0627\u0648\u062d \u0647\u0630\u0647 \u0627\u0644\u0642\u064a\u0645\u0629 \u0645\u0646 0 \u0625\u0644\u0649 1. \u0648\u0643\u0644\u0645\u0627 \u0627\u0642\u062a\u0631\u0628\u062a \u0645\u0646 1\u060c \u0632\u0627\u062f\u062a \u0642\u062f\u0631\u0629 \u0645\u062a\u063a\u064a\u0631\u0627\u062a \u0627\u0644\u062a\u0648\u0642\u0639 \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.<\/span><\/p>\n
 R-squared \u0627\u0644\u0645\u0639\u062f\u0644:<\/strong> \u0647\u0630\u0647 \u0646\u0633\u062e\u0629 \u0645\u0639\u062f\u0644\u0629 \u0645\u0646 R-squared \u062a\u0645 \u062a\u0639\u062f\u064a\u0644\u0647\u0627 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0639\u062f\u062f \u0627\u0644\u0645\u062a\u0646\u0628\u0626\u064a\u0646 \u0641\u064a \u0627\u0644\u0646\u0645\u0648\u0630\u062c. \u0648\u0647\u0648 \u062f\u0627\u0626\u0645\u064b\u0627 \u0623\u0642\u0644 \u0645\u0646 R \u062a\u0631\u0628\u064a\u0639.<\/span><\/p>\n
 \u064a\u0645\u0643\u0646 \u0623\u0646 \u064a\u0643\u0648\u0646 R-squared \u0627\u0644\u0645\u0639\u062f\u0644 \u0645\u0641\u064a\u062f\u064b\u0627 \u0644\u0645\u0642\u0627\u0631\u0646\u0629 \u0645\u0644\u0627\u0621\u0645\u0629 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631 \u0627\u0644\u0645\u062e\u062a\u0644\u0641\u0629 \u0627\u0644\u062a\u064a \u062a\u0633\u062a\u062e\u062f\u0645 \u0623\u0639\u062f\u0627\u062f\u064b\u0627 \u0645\u062e\u062a\u0644\u0641\u0629 \u0645\u0646 \u0645\u062a\u063a\u064a\u0631\u0627\u062a \u0627\u0644\u062a\u0648\u0642\u0639.<\/span><\/p>\n
 F-statistic:<\/strong> \u064a\u0634\u064a\u0631 \u0625\u0644\u0649 \u0645\u0627 \u0625\u0630\u0627 \u0643\u0627\u0646 \u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631 \u064a\u0648\u0641\u0631 \u0645\u0644\u0627\u0621\u0645\u0629 \u0623\u0641\u0636\u0644 \u0644\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0646 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0630\u064a \u0644\u0627 \u064a\u062d\u062a\u0648\u064a \u0639\u0644\u0649 \u0645\u062a\u063a\u064a\u0631\u0627\u062a \u0645\u0633\u062a\u0642\u0644\u0629. \u0641\u064a \u0627\u0644\u0623\u0633\u0627\u0633\u060c \u0641\u0647\u0648 \u064a\u062e\u062a\u0628\u0631 \u0645\u0627 \u0625\u0630\u0627 \u0643\u0627\u0646 \u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631 \u0643\u0643\u0644 \u0645\u0641\u064a\u062f\u064b\u0627.<\/span><\/p>\n
 \u0627\u0644\u0642\u064a\u0645\u0629 p:<\/strong> \u0647\u0630\u0647 \u0647\u064a \u0627\u0644\u0642\u064a\u0645\u0629 p \u0627\u0644\u062a\u064a \u062a\u062a\u0648\u0627\u0641\u0642 \u0645\u0639 \u0625\u062d\u0635\u0627\u0626\u064a\u0629 F. \u0625\u0630\u0627 \u0643\u0627\u0646\u062a \u0647\u0630\u0647 \u0627\u0644\u0642\u064a\u0645\u0629 \u0623\u0642\u0644 \u0645\u0646 \u0645\u0633\u062a\u0648\u0649 \u0645\u0639\u064a\u0646 \u0645\u0646 \u0627\u0644\u0623\u0647\u0645\u064a\u0629 (\u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644 0.05)\u060c \u0641\u0625\u0646 \u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631 \u064a\u0646\u0627\u0633\u0628 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0628\u0634\u0643\u0644 \u0623\u0641\u0636\u0644 \u0645\u0646 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0630\u064a \u0644\u0627 \u064a\u062d\u062a\u0648\u064a \u0639\u0644\u0649 \u062a\u0646\u0628\u0624\u0627\u062a.<\/span><\/p>\n
 \u0639\u0646\u062f \u0628\u0646\u0627\u0621 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631\u060c \u0646\u0623\u0645\u0644 \u0623\u0646 \u062a\u0643\u0648\u0646 \u0647\u0630\u0647 \u0627\u0644\u0642\u064a\u0645\u0629 \u0627\u0644\u0627\u062d\u062a\u0645\u0627\u0644\u064a\u0629 \u0623\u0642\u0644 \u0645\u0646 \u0645\u0633\u062a\u0648\u0649 \u0645\u0639\u064a\u0646 \u0645\u0646 \u0627\u0644\u0623\u0647\u0645\u064a\u0629\u060c \u0644\u0623\u0646\u0647\u0627 \u062a\u0634\u064a\u0631 \u0625\u0644\u0649 \u0623\u0646 \u0627\u0644\u0645\u062a\u063a\u064a\u0631\u0627\u062a \u0627\u0644\u0645\u062a\u0646\u0628\u0626\u0629 \u0645\u0641\u064a\u062f\u0629 \u0628\u0627\u0644\u0641\u0639\u0644 \u0641\u064a \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.<\/span><\/p>\n
 \u0645\u0635\u0627\u062f\u0631 \u0625\u0636\u0627\u0641\u064a\u0629<\/strong><\/span><\/h3>\n
 \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<\/a>
 \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\u0645\u062a\u0639\u062f\u062f \u0641\u064a R<\/a>
 \u0645\u0627 \u0647\u064a \u0642\u064a\u0645\u0629 R-squared \u0627\u0644\u062c\u064a\u062f\u0629\u061f<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"
\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 \u0641\u064a R\u060c \u064a\u0645\u0643\u0646\u0646\u0627 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0623\u0645\u0631 lm() . \u0644\u0639\u0631\u0636 \u0645\u062e\u0631\u062c\u0627\u062a \u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631\u060c \u064a\u0645\u0643\u0646\u0646\u0627 \u0628\u0639\u062f \u0630\u0644\u0643 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0623\u0645\u0631 Summary() . \u064a\u0634\u0631\u062d \u0647\u0630\u0627 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u064a \u0643\u064a\u0641\u064a\u0629 \u062a\u0641\u0633\u064a\u0631 \u0643\u0644 \u0642\u064a\u0645\u0629 \u0644\u0645\u062e\u0631\u062c\u0627\u062a \u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631 \u0641\u064a R. \u0645\u062b\u0627\u0644: \u062a\u0641\u0633\u064a\u0631 \u0645\u062e\u0631\u062c\u0627\u062a \u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631 \u0641\u064a R \u064a\u0648\u0636\u062d \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u0629 \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0629 \u0627\u0644\u062a\u0627\u0644\u064a\u0629 \u0643\u064a\u0641\u064a\u0629 \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\u0645\u062a\u0639\u062f\u062f \u0645\u0639 \u0645\u062c\u0645\u0648\u0639\u0629 \u0628\u064a\u0627\u0646\u0627\u062a mtcars \u0627\u0644\u0645\u062f\u0645\u062c\u0629 […]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[11],"tags":[],"yoast_head":"\n\u0643\u064a\u0641\u064a\u0629 \u062a\u0641\u0633\u064a\u0631 \u0645\u062e\u0631\u062c\u0627\u062a \u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631 \u0641\u064a R<\/title>\n<meta name=\"description\" content=\"\u064a\u0634\u0631\u062d \u0647\u0630\u0627 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u064a \u0643\u064a\u0641\u064a\u0629 \u062a\u0641\u0633\u064a\u0631 \u0645\u062e\u0631\u062c\u0627\u062a \u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631 \u0641\u064a R\u060c \u0645\u0639 \u0645\u062b\u0627\u0644.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/statorials.org\/ar\/\u062a\u0641\u0633\u064a\u0631-\u0645\u062e\u0631\u062c\u0627\u062a-\u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631-\u0641\u064a-r\/\" \/>\n<meta property=\"og:locale\" content=\"az_AZ\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u0643\u064a\u0641\u064a\u0629 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