{"id":52,"date":"2012-05-09T03:51:23","date_gmt":"2012-05-09T12:51:23","guid":{"rendered":""},"modified":"2012-05-09T03:51:23","modified_gmt":"2012-05-09T12:51:23","slug":"","status":"publish","type":"post","link":"https:\/\/coadec.uobaghdad.edu.iq\/?p=52","title":{"rendered":"\u0646\u062f\u0648\u0629” \u0627\u0644\u062c\u0648\u062f\u0629 \u0648\u0627\u0644\u0645\u0639\u0640\u0640\u0648\u0644\u064a\u0629 \u0648\u0639\u0644\u0627\u0642\u062a\u0647\u0645\u0627 \u0628\u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0627\u062a \u062a\u062e\u0641\u064a\u0636 \u0627\u0644\u0639\u0637\u0644\u0627\u062a “"},"content":{"rendered":"
\n

\u0627\u0642\u0627\u0645 \u0642\u0633\u0645 \u0627\u0644\u0627\u062d\u0635\u0627\u0621 \u0627\u0644\u0646\u062f\u0648\u0629 \u0627\u0644\u0639\u0644\u0645\u064a\u0629 \u0627\u0644\u0645\u0648\u0633\u0648\u0645\u0629  (( \u0627\u0644\u062c\u0648\u062f\u0629 \u0648\u0627\u0644\u0645\u0639\u0640\u0640\u0648\u0644\u064a\u0629 \u0648\u0639\u0644\u0627\u0642\u062a\u0647\u0645\u0627 \u0628\u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0627\u062a \u062a\u062e\u0641\u064a\u0636 \u0627\u0644\u0639\u0637\u0644\u0627\u062a<\/span><\/b> )) \u0648\u0630\u0644\u0643 \u0641\u064a \u064a\u0648\u0645 \u0627\u0644\u0627\u0631\u0628\u0639\u0627\u0621 \u0627\u0644\u0645\u0648\u0627\u0641\u0642 9\/5\/2012 \u0627\u0644\u0633\u0627\u0639\u0629 \u0627\u0644\u0639\u0627\u0634\u0631\u0629 \u0635\u0628\u0627\u062d\u0627\u064b \u0639\u0644\u0649 \u0642\u0627\u0639\u0629 \u0627\u0644\u0648\u0641\u0627\u0621 \u0641\u064a \u0627\u0644\u0643\u0644\u064a\u0629 \u060c \u0648\u0643\u0627\u0646 \u0631\u0626\u064a\u0633 \u0627\u0644\u0646\u062f\u0648\u0629 \u0623.\u0645.\u062f. \u0639\u0645\u0627\u062f \u062d\u0627\u0632\u0645  \u0648 \u0645\u0642\u0631\u0631 \u0627\u0644\u0646\u062f\u0648\u0629 \u0623.\u0645.\u062f. \u0627\u0646\u062a\u0635\u0627\u0631 \u0639\u0631\u064a\u0628\u064a<\/span><\/p>\n

\u0645\u0646\u0647\u0627\u062c \u0627\u0644\u0646\u062f\u0648\u0629 <\/span><\/b><\/p>\n

\n\n\n\n\n\n\n\n
\n

\u0639\u0646\u0648\u0627\u0646 \u0627\u0644\u062d\u062b<\/span><\/p>\n<\/td>\n

\n

\u0627\u0644\u0628\u0627\u062d\u062b\u064a\u0646<\/span><\/p>\n<\/td>\n

\n

    \u0627\u0644\u0645\u0639\u0642\u0628\u064a\u0646 <\/span><\/p>\n<\/td>\n<\/tr>\n

\n

\u0645\u0642\u0627\u0631\u0646\u0629 \u0645\u0642\u062f\u0631\u0627\u062a \u0628\u064a\u0632 \u0644\u062f\u0627\u0644\u0629 \u0627\u0644\u0645\u0639\u0648\u0644\u064a\u0629 \u0644\u0623\u0646\u0645\u0648\u0630\u062c \u0648\u064a\u0628\u0644 \u0644\u0644\u0641\u0634\u0644 \u0628\u0627\u0633\u062a\u0639\u0645\u0627\u0644 \u062f\u0648\u0627\u0644 \u062e\u0633\u0627\u0631\u0629 \u0645\u062e\u062a\u0644\u0641\u0629 \u0645\u0639 \u062a\u0637\u0628\u0642 \u0639\u0645\u0644\u064a <\/span><\/p>\n<\/td>\n

\n

\u062f. \u0644\u0645\u064a\u0639\u0629 \u0628\u0627\u0642\u0631 <\/span><\/p>\n

\u0627\u0644\u0633\u062a \u0635\u0628\u0627 \u0635\u0628\u0627\u062d  <\/span><\/p>\n<\/td>\n

\n

\u0623 .\u0645 .\u062f. \u0639\u0645\u0627\u062f \u062d\u0627\u0632\u0645 <\/span><\/p>\n<\/td>\n<\/tr>\n

\n

\u062a\u0642\u062f\u064a\u0631 \u0627\u0644\u0645\u0639\u0648\u0644\u064a\u0629 \u0644\u062f\u0627\u0644\u0629 \u0641\u0634\u0644 \u0628\u0648\u0631 \u0645\u0639 \u062a\u0637\u0628\u064a\u0642 \u0639\u0645\u0644\u064a  <\/span><\/p>\n<\/td>\n

\n

\u062f. \u0639\u0645\u0627\u062f \u062d\u0627\u0632\u0645 <\/span><\/p>\n

\u0645 .\u0645 \u062d\u0627\u0631\u062b \u0633\u0644\u064a\u0645 <\/span><\/p>\n<\/td>\n

\n

\u0623.\u0645 .\u062f. \u062a\u0647\u0627\u0646\u064a \u0645\u0647\u062f\u064a<\/span><\/p>\n<\/td>\n<\/tr>\n

\n

\u0645\u0642\u0627\u0631\u0646\u0629 \u0628\u0639\u0636 \u0627\u0644\u0637\u0631\u0627\u0626\u0642 \u0627\u0644\u0645\u0639\u0644\u0645\u064a\u0629 \u0648\u0627\u0644\u0644\u0627\u0645\u0639\u0644\u0645\u064a\u0629 \u0644\u062a\u0648\u0632\u064a\u0639 \u0648\u064a\u0628\u0644  \u0645\u0639 \u062a\u0637\u0628\u064a\u0642 \u0639\u0645\u0644\u064a <\/span><\/p>\n<\/td>\n

\n

\u062f. \u0627\u0646\u062a\u0635\u0627\u0631 \u0639\u0631\u064a\u0628\u064a <\/span><\/p>\n

\u0645 .\u0645 \u0628\u0634\u064a\u0631 \u0641\u064a\u0635\u0644 <\/span><\/p>\n<\/td>\n

\n

\u0623.\u0645 .\u062f. \u0642\u062a\u064a\u0628\u0629 \u0646\u0628\u064a\u0644<\/span><\/p>\n<\/td>\n<\/tr>\n

\n

\u0645\u0642\u0627\u0631\u0646\u0629 \u0627\u0633\u0644\u0648\u0628 \u0628\u064a\u0632 \u0648\u0637\u0631\u064a\u0642\u0629 \u0627\u0644\u0627\u0645\u0643\u0627\u0646 \u0627\u0644\u0627\u0639\u0638\u0645 \u0644\u062a\u0642\u062f\u064a\u0631 \u062f\u0627\u0644\u0629 \u0627\u0644\u0645\u0639\u0648\u0644\u064a\u0629 \u0644\u0646\u0638\u0627\u0645 \u0627\u0644\u0645\u062a\u0633\u0644\u0633\u0644 \u0648\u0646\u0638\u0627\u0645 \u0627\u0644\u0645\u062a\u0648\u0627\u0632\u064a \u0645\u0639 \u062a\u0637\u0628\u064a\u0642 \u0639\u0645\u0644\u064a <\/span><\/p>\n<\/td>\n

\n

\u0623\u0625 . \u0635\u0628\u0627\u062d \u0647\u0627\u062f\u064a<\/span><\/p>\n

\u0645.\u0645 \u0639\u0644\u064a \u062d\u0645\u064a\u062f .   <\/span><\/p>\n<\/td>\n

\n

<\/b><\/p>\n

\u0623.\u0645 .\u062f. \u0646\u0632\u0627\u0631\u0645\u0635\u0637\u0641\u0649 \u0627\u0644\u0635\u0631\u0627\u0641 <\/span><\/b><\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table><\/div>\n

\n

\n

\n

\u0627\u0644\u0628\u062d\u062b \u0645\u0633\u062a\u0644 \u0645\u0646 \u0625\u0637\u0631\u0648\u062d\u0629 \u062f\u0643\u062a\u0648\u0631\u0627\u0647 \u0644\u0644\u0637\u0627\u0644\u0628\u0629 \u0635\u0628\u0627 \u0635\u0628\u0627\u062d \u0623\u062d\u0645\u062f<\/span><\/p>\n

\u0628\u0625\u0634\u0631\u0627\u0641\/ \u0623.\u0645.\u062f. \u0644\u0645\u064a\u0639\u0629 \u0628\u0627\u0642\u0631 \u062c\u0648\u0627\u062f\/2011<\/span><\/p>\n

\u0645\u0642\u0627\u0631\u0646\u0629 \u0645\u0642\u062f\u0631\u0627\u062a \u0628\u064a\u0632 \u0644\u062f\u0627\u0644\u0629 \u0627\u0644\u0645\u0639\u0648\u0644\u064a\u0629 \u0644\u0625\u0646\u0645\u0648\u0630\u062c \u0648\u064a\u0628\u0644 \u0644\u0644\u0641\u0634\u0644 \u0628\u0627\u0633\u062a\u0639\u0645\u0627\u0644 \u062f\u0648\u0627\u0644 \u062e\u0633\u0627\u0631\u0629 \u0645\u062e\u062a\u0644\u0641\u0629 \u0628\u0627\u0633\u062a\u0639\u0645\u0627\u0644 \u0627\u0644\u0645\u062d\u0627\u0643\u0627\u0629<\/span><\/b> <\/b><\/p>\n

\u0644\u0645\u064a\u0639\u0629 \u0628\u0627\u0642\u0631 \u062c\u0648\u0627\u062f \u0627\u0644\u062c\u0648\u0627\u062f                            \u0635\u0628\u0627 \u0635\u0628\u0627\u062d \u0623\u062d\u0645\u062f \u0627\u0644\u062c\u0645\u064a\u0644\u064a<\/span><\/p>\n

\u0627\u0644\u0645\u0633\u062a\u062e\u0644\u0635<\/span><\/b><\/p>\n

       \u062a\u0631\u0643\u0632 \u0647\u0630\u0627 \u0627\u0644\u0628\u062d\u062b \u0639\u0644\u0649 \u0627\u0644\u0645\u0642\u0627\u0631\u0646\u0640\u0629 \u0628\u064a\u0640\u0646 \u0645\u0642\u062f\u0631\u0627\u062a \u0628\u064a\u0632 \u0627\u0644\u0642\u064a\u0627\u0633\u064a \u0644\u062f\u0627\u0644\u0640\u0629 \u0627\u0644\u0645\u0639\u0648\u0644\u064a\u0640\u0629 \u0644\u062a\u0648\u0632\u064a\u0640\u0639 \u0648\u064a\u0628\u0640\u0644 \u0630\u064a \u0627\u0644\u0645\u0639\u0644\u0645\u062a\u064a\u0640\u0646 \u0628\u0627\u0633\u062a\u0639\u0645\u0640\u0627\u0644 \u0633\u062a\u0640\u0629 \u062f\u0648\u0627\u0644 \u062e\u0633\u0640\u0627\u0631\u0629 \u0645\u062a\u0645\u0627\u062b\u0644\u0640\u0629 \u0648\u0647\u0645\u0640\u0627 \u062f\u0627\u0644\u0640\u0640\u0629<\/span><\/p>\n

 \u0627\u0644\u062e\u0633\u0627\u0631\u0629 \u0627\u0644\u062a\u0631\u0628\u064a\u0639\u064a\u0629 <\/span> (Quadratic Loss Function)<\/span>   \u0648\u062f\u0627\u0644\u0640\u0629 \u0627\u0644\u062e\u0633\u0627\u0631\u0629 \u0627\u0644\u062a\u0631\u0628\u064a\u0639\u064a\u0640\u0629 \u0627\u0644\u0645\u0640\u0642\u062a\u0631\u062d\u0629 <\/span><\/p>\n

(Proposed Quadratic Loss Function)<\/span> \u060c \u0648\u063a\u064a\u0631 \u0645\u062a\u0645\u0627\u062b\u0644\u0629 \u0648\u0647\u0645 \u062f\u0627\u0644\u0629 \u0627\u0644\u062e\u0633\u0627\u0631\u0629 \u0627\u0644\u0644\u0648\u063a\u0627\u0631\u062a\u0645\u064a\u0629 <\/span> (Logarithmic Loss Function)<\/span> \u0648\u062f\u0627\u0644\u0640\u0629 \u0627\u0644\u062e\u0633\u0640\u0627\u0631\u0629 \u0627\u0644\u0644\u0648\u063a\u0627\u0631\u062a\u0645\u064a\u0640\u0629 \u0627\u0644\u0645\u0642\u062a\u0631\u062d\u0640\u0629 <\/span> (Proposed Logarithmic Loss Function)<\/span> \u0648\u062f\u0627\u0644\u0640\u0629 \u0627\u0644\u062e\u0633\u0640\u0627\u0631\u0629 \u0627\u0644\u0648\u0642\u0627\u0626\u064a\u0640\u0640\u0629<\/span> (Precautionary Loss Function)<\/span>   \u0648\u062f\u0627\u0644\u0640\u0629 \u0627\u0644\u062e\u0633\u0640\u0640\u0627\u0631\u0629 \u0627\u0644\u0640\u0648\u0642\u0627\u0626\u064a\u0640\u0640\u0629 \u0627\u0644\u0645\u0640\u0642\u062a\u0631\u062d\u0640\u0640\u0629 <\/span> (Proposed Precautionary Loss Function)<\/span> \u0648\u0627\u0644\u062f\u0648\u0627\u0644 \u0627\u0644\u0645\u0642\u062a\u0631\u062d\u0629 \u062a\u0645 \u0627\u0642\u062a\u0631\u0627\u062d\u0647\u0627 \u0628\u0627\u0633\u062a\u0639\u0645\u0627\u0644 \u0648\u0632\u0646 \u0644\u062f\u0648\u0627\u0644 \u0627\u0644\u062e\u0633\u0627\u0631\u0629 \u0648\u062a\u0628\u064a\u0646 \u062a\u0641\u0648\u0642 \u0627\u0644\u0645\u0642\u062f\u0631\u0627\u062a \u0627\u0644\u0645\u0642\u062a\u0631\u062d\u0629 \u0628\u0627\u0633\u062a\u0639\u0645\u0627\u0644 \u0627\u0644\u0645\u062d\u0627\u0643\u0627\u0629.<\/span><\/p>\n

\n

A comparison Bayes Estimators for Reliability Function of Weibull Distribution by Using Different Loss Functions Using Simulation<\/span><\/p>\n

 Abstract<\/span><\/p>\n

          <\/span>This research focus on a comparison between Bayes estimators for reliability function of the two parameters Weibull distribution by using six symmetric loss functions which are Quadratic Loss Function and Proposed Quadratic Loss Function, and asymmetric loss functions which are Logarithmic Loss Function, Proposed Logarithmic Loss Function, Precautionary Loss Function and Proposed Precautionary Loss Function. The proposed functions have been suggested by using a weight for loss functions and it seems the proposed estimators were the best by using simulation. <\/span><\/p>\n

<\/b><\/p>\n

\u062a\u0642\u062f\u064a\u0631 \u062f\u0627\u0644\u0629 \u0627\u0644\u0645\u0639\u0648\u0644\u064a\u0629 \u0644\u062a\u0648\u0632\u064a\u0639 <\/span><\/b>BURR -II<\/span><\/b>   \u0641\u064a \u062d\u0627\u0644\u0629 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u062a\u062f\u0631\u064a\u062c\u064a\u0629 \u0645\u0646 \u0627\u0644\u0646\u0648\u0639 \u0627\u0644\u062b\u0627\u0646\u064a<\/span><\/b><\/p>\n

\u0627.\u0645.\u062f.\u0639\u0645\u0627\u062f \u062d\u0627\u0632\u0645                      \u0627\u0644\u0628\u0627\u062d\u062b \u062d\u0627\u0631\u062b \u0633\u0644\u064a\u0645<\/span><\/b><\/p>\n

<\/b><\/p>\n

\u0627\u0644\u0645\u0633\u062a\u062e\u0644\u0635<\/span><\/b><\/p>\n

\u0627\u0646 \u062a\u0648\u0632\u064a\u0639 <\/span>Burr Type-XII<\/span> \u0630\u0648 \u0645\u0639\u0644\u0645\u062a\u064a \u0627\u0644\u0634\u0643\u0644 <\/span>  (c,k)<\/span>\u0645\u0646 \u0627\u0644\u062a\u0648\u0632\u064a\u0639\u0627\u062a \u0623\u0644\u0627\u062d\u0635\u0627\u0626\u064a\u0629 \u0627\u0644\u0645\u0633\u062a\u0645\u0631\u0629 \u0627\u0644\u0645\u0647\u0645\u0629 \u060c \u0643\u0633\u0628 \u0647\u0630\u0627 \u0627\u0644\u062a\u0648\u0632\u064a\u0639 \u0623\u0647\u0645\u064a\u0629 \u062d\u0642\u064a\u0642\u064a\u0629 \u0641\u064a \u0627\u0644\u0639\u0642\u062f\u064a\u0646 \u0623\u0644\u0627\u062e\u064a\u0631\u064a\u0646 \u0644\u0622\u0647\u0645\u064a\u0629 \u0627\u0633\u062a\u0639\u0645\u0627\u0644\u0647 \u0641\u064a \u0627\u0644\u062d\u0627\u0644\u0627\u062a \u0627\u0644\u0639\u0645\u0644\u064a\u0629 \u060c \u0648\u0637\u0628\u0642 \u0647\u0630\u0627 \u0627\u0644\u062a\u0648\u0632\u064a\u0639 \u0641\u064a \u062f\u0631\u0627\u0633\u0629 \u0627\u0644\u0645\u0639\u0648\u0644\u064a\u0629 \u060c \u0639\u0631\u0636 \u0648\u0642\u062a \u0627\u0644\u0641\u0634\u0644 \u060c\u0627\u0644\u0633\u064a\u0637\u0631\u0629 \u0639\u0644\u0649 \u0627\u0644\u062c\u0648\u062f\u0629 \u060c \u0646\u0645\u0630\u062c\u0629 \u0627\u0644\u0642\u0628\u0648\u0644 (\u0642\u0628\u0648\u0644 \u0627\u0644\u0639\u064a\u0646\u0629) \u0641\u064a \u0627\u0644\u062d\u0627\u0644\u0627\u062a \u0627\u0644\u062a\u064a \u064a\u0643\u0648\u0646 \u0641\u064a\u0647\u0627 \u0627\u0644\u062a\u0648\u0632\u064a\u0639 \u0627\u0644\u0637\u0628\u064a\u0639\u064a \u0623\u0646\u0645\u0648\u0630\u062c\u0627\u064b \u063a\u064a\u0631 \u0645\u0644\u0627\u0626\u0645 \u060c \u0648\u0628\u0646\u0627\u0621\u0627\u064b \u0639\u0644\u0649 \u0645\u0627 \u062a\u0642\u062f\u0645 \u062a\u0645 \u0627\u0644\u062a\u0637\u0631\u0642 \u0641\u064a \u0647\u0630\u0647 \u0627\u0644\u062f\u0631\u0627\u0633\u0629 \u0627\u0644\u0649 \u062a\u0648\u0632\u064a\u0639 <\/span>  Burr Type-XII<\/span> \u0648\u0627\u0644\u062e\u0635\u0627\u0626\u0635 \u0627\u0644\u062a\u064a \u064a\u062a\u0645\u062a\u0639 \u0628\u0647\u0627 \u0645\u062b\u0644 \u0623\u0645\u0643\u0627\u0646\u064a\u0629 \u0643\u062a\u0627\u0628\u0629 \u062f\u0627\u0644\u0629 \u0627\u0644\u062a\u0648\u0632\u064a\u0639 \u0627\u0644\u062a\u0631\u0627\u0643\u0645\u064a  <\/span> (c.d.f)<\/span> \u0648\u062f\u0627\u0644\u0629 \u0627\u0644\u0645\u0639\u0648\u0644\u064a\u0629 <\/span>  R(t)<\/span> \u0644\u0644\u062a\u0648\u0632\u064a\u0639 \u0628\u0634\u0643\u0644 \u0645\u063a\u0644\u0642 \u060c \u0643\u0630\u0644\u0643 \u0644\u0647 \u0630\u064a\u0648\u0644 (\u0646\u0647\u0627\u064a\u0627\u062a) \u062c\u0628\u0631\u064a\u0629 <\/span> (Algebraic tails)  <\/span> \u060c \u0648\u062a\u062a\u0636\u0645\u0646 \u0647\u0630\u0647 \u0627\u0644\u062f\u0631\u0627\u0633\u0629 \u0627\u0633\u062a\u0639\u0645\u0627\u0644 \u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0631\u0627\u0642\u0628\u0629 \u062a\u062f\u0631\u064a\u062c\u064a\u0629 \u0645\u0646 \u0627\u0644\u0646\u0648\u0639 \u0627\u0644\u062b\u0627\u0646\u064a <\/span>Progressively type-II Censored Data<\/span> \u0648\u0627\u0644\u062a\u064a \u062a\u0639\u062a\u0628\u0631 \u0648\u0627\u062d\u062f\u0629 \u0645\u0646 \u0623\u0647\u0645 \u0627\u0646\u0648\u0627\u0639 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0631\u0627\u0642\u0628\u0629 \u060c \u0644\u0627\u0646 \u0628\u0639\u0636 \u0627\u0646\u0648\u0627\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0647\u064a \u062d\u0627\u0644\u0629 \u062e\u0627\u0635\u0629 \u0645\u0646\u0647\u0627 .<\/span><\/p>\n

 \u0625\u0630 \u0627\u0633\u062a\u0639\u0645\u0644\u062a \u0647\u0630\u0647 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0641\u064a \u062a\u0642\u062f\u064a\u0631 \u0627\u0644\u0645\u0639\u0644\u0645\u0629 <\/span>k<\/span> \u0648\u062f\u0627\u0644\u0629 \u0627\u0644\u0645\u0639\u0648\u0644\u064a\u0629 <\/span>R(t)<\/span> \u0644\u062a\u0648\u0632\u064a\u0639  <\/span>Burr Type-XII <\/span>  \u0639\u0644\u0649 \u0641\u0631\u0636 \u0627\u0646 \u0627\u0644\u0645\u0639\u0644\u0645\u0629 <\/span>c<\/span> \u0645\u0639\u0644\u0648\u0645\u0629 \u0648\u0627\u0644\u0645\u0642\u0627\u0631\u0646\u0629 \u0628\u064a\u0646 \u0637\u0631\u0627\u0626\u0642 \u0627\u0644\u062a\u0642\u062f\u064a\u0631 \u0627\u0644\u0645\u062e\u062a\u0644\u0641\u0629 \u0644\u062f\u0627\u0644\u0629 \u0627\u0644\u0645\u0639\u0648\u0644\u064a\u0629 \u0648\u0647\u0630\u0647 \u0627\u0644\u0637\u0631\u0627\u0626\u0642 \u0647\u064a :-<\/span><\/p>\n

-i<\/span>    \u0637\u0631\u064a\u0642\u0629 \u0627\u0644\u0627\u0645\u0643\u0627\u0646 \u0627\u0644\u0623\u0639\u0638\u0645 <\/span>Maximum Likelihood Method (M.L.M)                      -ii<\/span>\u0637\u0631\u064a\u0642\u0629 \u0628\u064a\u0632 <\/span>Bayes Method (B.M)                                                                 -iii<\/span>\u0637\u0631\u064a\u0642\u0629 \u0628\u064a\u0632 \u0627\u0644\u062a\u062c\u0631\u064a\u0628\u064a <\/span>Empirical Bayes Method (E.B.M)                                <\/span>\u062d\u064a\u062b \u0637\u0628\u0642\u062a \u0627\u0644\u0637\u0631\u0627\u0626\u0642 \u0627\u0644\u0628\u064a\u0632\u064a\u0629 \u0628\u0627\u0639\u062a\u0645\u0627\u062f \u062f\u0648\u0627\u0644 \u062e\u0633\u0627\u0631\u0629 \u0645\u062a\u0645\u0627\u062b\u0644\u0629 \u0648\u063a\u064a\u0631 \u0645\u062a\u0645\u0627\u062b\u0644\u0629 <\/span> (Symmetric and asymmetric Loss Fonctions)<\/span> \u0648\u0627\u0644\u062a\u064a \u062a\u0645\u062b\u0644\u062a \u0628\u0627\u0644\u062f\u0648\u0627\u0644 \u0627\u0644\u0627\u062a\u064a\u0629 :-<\/span><\/p>\n

-1<\/span> \u062f\u0627\u0644\u0629 \u062e\u0633\u0627\u0631\u0629 \u062a\u0631\u0628\u064a\u0639\u064a\u0629 <\/span>Squared Error Loss Function                                           -2<\/span> \u062f\u0627\u0644\u0629 \u062e\u0633\u0627\u0631\u0629 \u0627\u0644\u062e\u0637\u0623 \u0627\u0644\u0645\u0637\u0644\u0642 <\/span>Absolute Error Loss Function                               -3<\/span> \u062f\u0627\u0644\u0629 \u062e\u0633\u0627\u0631\u0629 \u062a\u0631\u0628\u064a\u0639\u064a\u0629 \u0644\u0648\u063a\u0627\u0631\u062a\u0645\u064a\u0629 <\/span>Squared Logarithmic Error Loss Function       -4<\/span> \u062f\u0627\u0644\u0629 \u062e\u0633\u0627\u0631\u0629 \u062e\u0637\u064a\u0629 \u0623\u0633\u064a\u0629 <\/span>Liner Exponential Error Loss Function                     <\/span>\u0648\u0642\u062f \u062a\u0645 \u0627\u0644\u062a\u0648\u0635\u0644 \u0627\u0644\u0649 \u0637\u0631\u064a\u0642\u062a\u064a (\u0627\u0644\u0623\u0645\u0643\u0627\u0646 \u0627\u0644\u0623\u0639\u0638\u0645 \u0648\u0628\u064a\u0632 \u0627\u0644\u062a\u062c\u0631\u064a\u0628\u064a \u0628\u0627\u0633\u062a\u0639\u0645\u0627\u0644 \u062f\u0627\u0644\u0629 \u062e\u0633\u0627\u0631\u0629 \u062a\u0631\u0628\u064a\u0639\u064a\u0629 \u0644\u0648\u063a\u0627\u0631\u062a\u0645\u064a\u0629 <\/span>ML&EBLE<\/span> ) \u0643\u0623\u0641\u0636\u0644 \u0637\u0631\u064a\u0642\u062a\u064a\u0646 \u0628\u064a\u0646 \u0637\u0631\u0627\u0626\u0642 \u0627\u0644\u062a\u0642\u062f\u064a\u0631 \u0628\u0623\u0639\u062a\u0645\u0627\u062f \u0627\u0644\u0645\u0642\u064a\u0627\u0633\u064a\u0646 \u0627\u0644\u0625\u062d\u0635\u0627\u0626<\/span>\u064a<\/span>\u064a\u0646 \u0627\u0644\u0627\u062a\u064a\u064a\u0646 :-<\/span><\/p>\n

-1<\/span> \u0645\u062a\u0648\u0633\u0637 \u0645\u0631\u0628\u0639\u0627\u062a \u0627\u0644\u062e\u0637\u0623 <\/span>Mean Squared Error (MSE)                                         -2<\/span>\u0645\u062a\u0648\u0633\u0637 \u0645\u0631\u0628\u0639\u0627\u062a \u0627\u0644\u062e\u0637\u0623 \u0627\u0644\u062a\u0643\u0627\u0645\u0644\u064a  <\/span>Integral Mean Squared Error (IMSE)                 <\/span> <\/p>\n

\n

\u0628\u0639\u0636 \u0627\u0644\u0637\u0631\u0627\u0626\u0642 \u0627\u0644\u0645\u0639\u0644\u0645\u06cc\u0629 \u0648\u0627\u0644\u0644\u0627\u0645\u0639\u0644\u0645\u06cc\u0629 \u0644\u062a\u0642\u062f\u06cc\u0631 \u062f\u0627\u0644\u0629 \u0627\u0644\u0645\u0639\u0648\u0644\u06cc\u0629<\/span><\/b> \u0645\u0639 \u062a\u0637\u0628\u06cc\u0642 \u0639\u0645\u0644\u064a<\/b><\/span><\/p>\n

\u0623.\u0645 \u062f.\u0627\u0646\u062a\u0635\u0627\u0631 \u0639\u0631\u06cc\u0628\u064a \u0641\u062f\u0639\u0645                \u0645.\u0645 \u0628\u0634\u06cc\u0631 \u0641\u06cc\u0635\u0644 \u0645\u062d\u0645\u062f<\/span><\/p>\n

\u0627\u0644\u0645\u0633\u062a\u062e\u0644\u0635<\/span><\/b><\/p>\n

\u064a\u0647\u062f\u0641 \u0627\u0644\u0628\u062d\u062b \u0627\u0644\u0649 \u0627\u062c\u0631\u0627\u0621 \u062a\u0642\u062f\u064a\u0631 \u062f\u0627\u0644\u0629 \u0627\u0644\u0645\u0639\u0648\u0644\u064a\u0629 \u0644\u062a\u0648\u0632\u064a\u0639 \u0648\u064a\u0628\u0644 \u0630\u064a \u0627\u0644\u0645\u0639\u0644\u0645\u062a\u064a\u0646 \u0628\u0627\u0644\u0637\u0631\u0627\u0626\u0642 \u0627\u0644\u0645\u0639\u0644\u0645\u064a\u0629 .<\/span> <\/p>\n

\u0648\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0637\u0631\u0642 \u0627\u0644\u0644\u0627\u0645\u0639\u0644\u0645\u064a\u0629 \u0644\u062a\u0642\u062f\u064a\u0631 \u062f\u0627\u0644\u0629 \u0627\u0644\u0645\u0639\u0648\u0644\u064a\u0629 \u0628\u0623\u0644\u0627\u0636\u0627\u0641\u0629 \u0627\u0644\u0649 \u0627\u0642\u062a\u0631\u0627\u062d \u0637\u0631\u064a\u0642\u062a\u064a\u0646 \u0645\u0639\u062f\u0644\u0629 \u0644\u0644\u0637\u0631\u0642 \u0627\u0644\u0644\u0627\u0645\u0639\u0644\u0645\u064a\u0629 <\/span><\/p>\n

( \u0648\u062a\u0645 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0633\u0644\u0648\u0628 \u0627\u0644\u0645\u062d\u0627\u0643\u0627\u0629 \u0644\u063a\u0631\u0636 \u0627\u0644\u0645\u0642\u0627\u0631\u0646\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062d\u062c\u0648\u0645 \u0639\u064a\u0646\u0627\u062a \u0645\u062e\u062a\u0644\u0641\u0629          ( 20,40,60,80,100)<\/span><\/p>\n

\u0648\u0627\u0644\u0648\u0635\u0648\u0644 \u0627\u0644\u0649 \u0627\u0641\u0636\u0644 \u0627\u0644\u0637\u0631\u0627\u0626\u0642 \u0641\u064a \u0627\u0644\u062a\u0642\u062f\u064a\u0631 \u0628\u0627\u0644\u0627\u0639\u062a\u0645\u0627\u062f \u0639\u0644\u0649 \u0627\u0644\u0645\u0624\u0634\u0631 \u0627\u0644\u0627\u062d\u0635\u0627\u0626\u064a \u0645\u062a\u0648\u0633\u0637 \u0645\u0631\u0628\u0639\u0627\u062a \u0627\u0644\u062e\u0637\u0627 <\/span><\/p>\n

( \u0648\u0642\u062f \u062a\u0648\u0635\u0644 \u0627\u0644\u0628\u062d\u062b \u0627\u0644\u0649 \u0627\u064a\u062c\u0627\u062f \u0648\u0632\u0646 \u0645\u0642\u062a\u0631\u062d \u0645\u0639\u062f\u0644 ( 1), \u0648 \u0648\u0632\u0646 \u0645\u0642\u062a\u0631\u062d \u0645\u0639\u062f\u0644 ( 2 ,(<\/span>IMSE) <\/span>\u0627\u0644\u062a\u0643\u0627\u0645\u0644\u064a<\/span><\/p>\n

\u0648\u0642\u062f \u062a\u0648\u0635\u0644 \u0627\u0644\u0628\u062d\u062b \u0627\u0644\u0649 \u0627\u0646 \u0627\u0641\u0636\u0644 \u0637\u0631\u064a\u0642\u0629 \u0645\u0639\u0644\u0645\u064a\u0629 \u060c(<\/span>WEKM) <\/span>\u0644\u0637\u0631\u064a\u0642\u0629 \u0645\u0642\u062f\u0631 \u0643\u0627\u0628\u0644\u0646 \u0645\u064a\u0631 \u0627\u0644\u062a\u062c\u0631\u064a\u0628\u064a \u0627\u0644\u0645\u0648\u0632\u0648\u0646<\/span><\/p>\n

\u0648\u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u0627\u0641\u0636\u0644 \u0637\u0631\u064a\u0642\u0629 \u0627\u0644\u0644\u0627\u0645\u0639\u0644\u0645\u064a\u0629 \u0647\u064a ,((<\/span>MLM) <\/span>\u0644\u062a\u0642\u062f\u064a\u0631 \u062f\u0627\u0644\u0629 \u0627\u0644\u0645\u0639\u0648\u0644\u064a\u0629 \u0647\u064a \u0637\u0631\u064a\u0642\u0629 (\u0627\u0644\u0627\u0645\u0643\u0627\u0646 \u0627\u0644\u0627\u0639\u0638\u0645 <\/span><\/p>\n

}       <\/span><\/span> .((EM)<\/span>\u0637\u0631\u064a\u0642\u0629 (\u0637\u0631\u0627\u0626\u0642 \u0627\u0644\u062a\u062c\u0631\u064a\u0628<\/span> (<\/span> <\/span><\/p>\n

\n

\u0645\u0642\u0627\u0631\u0646\u0629 \u0628\u064a\u0646 \u0623\u0633\u0644\u0648\u0628 \u0628\u064a\u0632 \u0648\u0637\u0631\u064a\u0642\u0629 \u0627\u0644\u0625\u0645\u0643\u0627\u0646 \u0627\u0644\u0623\u0639\u0638\u0645 \u0644\u062a\u0642\u062f\u064a\u0631 \u062f\u0627\u0644\u0629 \u0627\u0644\u0645\u0639\u0648\u0644\u064a\u0629 \u0644\u0644\u0646\u0638\u0627\u0645 \u0627\u0644\u0645\u062a\u0633\u0644\u0633\u0644 \u0648\u0627\u0644\u0646\u0638\u0627\u0645 \u0627\u0644\u0645\u062a\u0648\u0627\u0632\u064a \u0645\u0639 \u062a\u0637\u0628\u064a\u0642 \u0639\u0645\u0644\u064a<\/span><\/b> <\/p>\n

\u0623.\u0635\u0628\u0627\u062d \u0647\u0627\u062f\u064a \u0627\u0644\u062c\u0627\u0633\u0645                   \u0645.\u0645.\u0639\u0644\u064a \u062d\u0645\u064a\u062f \u064a\u0648\u0633\u0641<\/span> <\/p>\n

\u062c\u0627\u0645\u0639\u0629 \u0628\u063a\u062f\u0627\u062f-\u0642\u0633\u0645 \u0627\u0644\u0625\u062d\u0635\u0627\u0621            \u062c\u0627\u0645\u0639\u0629 \u0648\u0627\u0633\u0637 -\u0642\u0633\u0645 \u0627\u0644\u0625\u062d\u0635\u0627\u0621<\/span> <\/p>\n

\u0643\u0644\u064a\u0629 \u0627\u0644\u0625\u062f\u0627\u0631\u0629 \u0648\u0627\u0644\u0627\u0642\u062a\u0635\u0627\u062f                  \u0643\u0644\u064a\u0629 \u0627\u0644\u0625\u062f\u0627\u0631\u0629 \u0648\u0627\u0644\u0627\u0642\u062a\u0635\u0627\u062f<\/span> <\/p>\n

\u0627\u0644\u0645\u0633\u062a\u062e\u0644\u0635<\/span><\/b> <\/b><\/p>\n

\u0097            <\/span><\/span> \u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u0627\u0633\u062a\u0639\u0631\u0627\u0636 \u0627\u0644\u0645\u0631\u062c\u0639\u064a \u0644\u0644\u0628\u062d\u0648\u062b \u0627\u0644\u0645\u062a\u0639\u0644\u0642\u0629 \u0628\u0645\u0648\u0636\u0648\u0639 \u0627\u0644\u0645\u0639\u0648\u0644\u064a\u0629 \u0641\u0627\u0646 \u0627\u063a\u0644\u0628 \u0627\u0644\u0628\u062d\u0648\u062b \u0627\u0646\u0635\u0628 \u0627\u0647\u062a\u0645\u0627\u0645\u0647\u0627 \u0639\u0644\u0649 \u0645\u0633\u0627\u0644\u0629 \u062a\u0642\u062f\u064a\u0631 \u0645\u0639\u0648\u0644\u064a\u0629 \u0645\u0631\u0643\u0628\u0629 \u0641\u064a \u0646\u0638\u0627\u0645 \u0645\u0639\u064a\u0646 \u0628\u0627\u0633\u062a\u0639\u0645\u0627\u0644 \u0637\u0631\u0627\u0626\u0642 \u062a\u0642\u062f\u064a\u0631 \u0645\u062e\u062a\u0644\u0641\u0629 \u0643\u0637\u0631\u0627\u0626\u0642 \u0627\u0644\u062a\u0642\u062f\u064a\u0631 \u0627\u0644\u062a\u0642\u0644\u064a\u062f\u064a\u0629 \u0645\u062b\u0644 \u0637\u0631\u064a\u0642\u0629 \u0627\u0644\u0625\u0645\u0643\u0627\u0646 \u0627\u0644\u0623\u0639\u0638\u0645  (<\/span>Maximum Likelihood Method<\/span> ) \u0623\u0648 \u0627\u0644\u0637\u0631\u0627\u0626\u0642 \u0627\u0644\u062a\u064a \u062a\u0633\u062a\u0646\u062f \u0641\u064a \u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u062a\u0642\u062f\u064a\u0631 \u0625\u0644\u0649 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0623\u0648\u0644\u064a\u0629 \u0627\u0644\u0645\u062a\u0648\u0641\u0631\u0629 \u062d\u0648\u0644 \u0645\u0639\u0644\u0645\u0627\u062a \u062a\u0648\u0632\u064a\u0639 \u0632\u0645\u0646 \u0627\u0644\u062d\u064a\u0627\u0629 \u0644\u0645\u0631\u0643\u0628\u0629 \u0641\u064a \u0646\u0638\u0627\u0645 \u0645\u0639\u064a\u0646 \u0648\u0645\u0646 \u0647\u0630\u0647 \u0627\u0644\u0637\u0631\u0627\u0626\u0642 \u0647\u064a \u0637\u0631\u064a\u0642\u0629 \u0628\u064a\u0632 \u0641\u064a \u0627\u0644\u062a\u0642\u062f\u064a\u0631 (<\/span>Bayes Method<\/span> ) \u0627\u0644\u062a\u064a \u062a\u0641\u062a\u0631\u0636 \u0625\u0646 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0645\u062a\u0648\u0641\u0631\u0629 \u062d\u0648\u0644 \u0627\u0644\u0645\u0639\u0644\u0645\u0627\u062a \u0627\u0644\u0639\u0634\u0648\u0627\u0626\u064a\u0629 \u064a\u0645\u0643\u0646 \u0635\u064a\u0627\u063a\u062a\u0647\u0627 \u0628\u0634\u0643\u0644 \u062a\u0648\u0632\u064a\u0639 \u0627\u062d\u062a\u0645\u0627\u0644\u064a \u064a\u0633\u0645\u0649 \u0627\u0644\u062a\u0648\u0632\u064a\u0639 \u0627\u0644\u0623\u0648\u0644\u064a \u0627\u0644\u0645\u0634\u062a\u0631\u0643 \u0644\u0647\u0630\u0647 \u0627\u0644\u0645\u0639\u0644\u0645\u0627\u062a (<\/span>Joint Prior Distribution<\/span> )\u060c \u0625\u0645\u0627 \u0641\u064a \u0647\u0630\u0647 <\/span>\u0627\u0644\u0628\u062d\u062b <\/span>\u0641\u0642\u062f \u062a\u0645 \u062a\u0642\u062f\u064a\u0631 \u062f\u0627\u0644\u0629 \u0627\u0644\u0645\u0639\u0648\u0644\u064a\u0629 \u0644\u0644\u0646\u0638\u0627\u0645 \u0627\u0644\u0645\u062a\u0633\u0644\u0633\u0644 (<\/span>Series System<\/span> ) \u0648\u0627\u0644\u0646\u0638\u0627\u0645 \u0627\u0644\u0645\u062a\u0648\u0627\u0632\u064a  (<\/span>Parallel System<\/span> ) .<\/span> <\/p>\n

\u0097            <\/span><\/span> \u0648\u0642\u062f \u062a\u0645 \u0641\u064a \u0647\u0630<\/span>\u0627 \u0627\u0644\u0628\u062d\u062b<\/span> \u0627\u0634\u062a\u0642\u0627\u0642 \u0645\u0642\u062f\u0631\u0627\u062a \u062f\u0627\u0644\u0629 \u0627\u0644\u0645\u0639\u0648\u0644\u064a\u0629 \u0644\u0644\u0646\u0638\u0627\u0645 \u0627\u0644\u0645\u062a\u0633\u0644\u0633\u0644 \u0648\u0643\u0630\u0644\u0643 \u0645\u0642\u062f\u0631\u0627\u062a \u062f\u0627\u0644\u0629 \u0627\u0644\u0645\u0639\u0648\u0644\u064a\u0629 \u0644\u0644\u0646\u0638\u0627\u0645 \u0627\u0644\u0645\u062a\u0648\u0627\u0632\u064a  \u0639\u0644\u0649 \u0641\u0631\u0636 \u0625\u0646 \u0623\u0648\u0642\u0627\u062a \u0627\u0644\u062d\u064a\u0627\u0629 \u0644\u0645\u0631\u0643\u0628\u0627\u062a \u0643\u0644 \u0646\u0638\u0627\u0645 \u0647\u064a \u0645\u0633\u062a\u0642\u0644\u0629 \u0648\u062a\u062a\u0648\u0632\u0639 \u062a\u0648\u0632\u064a\u0639\u0627\u064b \u0623\u0633\u064a\u0627\u064b \u0628\u0645\u0639\u0644\u0645\u0627\u062a \u0642\u064a\u0627\u0633 \u0645\u062e\u062a\u0644\u0641\u0629 \u0648\u0645\u0633\u062a\u0642\u0644\u0629 \u0648\u0647\u0630\u0647 \u0627\u0644\u0645\u0642\u062f\u0631\u0627\u062a \u0647\u064a :<\/span> <\/span> <\/p>\n

\u0097            <\/span><\/span> \u0623\u0648\u0644\u0627\u064b: \u0645\u0642\u062f\u0631 \u0627\u0644\u0625\u0645\u0643\u0627\u0646 \u0627\u0644\u0623\u0639\u0638\u0645 <\/span>Maximum Likelihood Estimator                        <\/span>\u062b\u0627\u0646\u064a\u0627\u064b:\u0645\u0642\u062f\u0631\u0627\u062a \u0628\u064a\u0632 \u0628\u0627\u0633\u062a\u0639\u0645\u0627\u0644 \u062f\u0627\u0644\u0629 \u062e\u0633\u0627\u0631\u0629 \u062a\u0631\u0628\u064a\u0639\u064a\u0629 \u0648\u0645\u0642\u062f\u0631 \u0628\u064a\u0632 \u0628\u0627\u0633\u062a\u0639\u0645\u0627\u0644 \u062f\u0627\u0644\u0629 \u062e\u0633\u0627\u0631\u0629 \u0645\u0642\u062a\u0631\u062d\u0629 \u0645\u0639 \u0627\u0644\u0623\u062e\u0630 \u0628\u0646\u0638\u0631 \u0627\u0644\u0627\u0639\u062a\u0628\u0627\u0631 \u062f\u0627\u0644\u0629 \u0627\u062d\u062a\u0645\u0627\u0644\u064a\u0629 \u0623\u0648\u0644\u064a\u0629 \u0645\u0634\u062a\u0631\u0643\u0629 \u0644\u0644\u0645\u0639\u0644\u0645\u0627\u062a \u0627\u0644\u0639\u0634\u0648\u0627\u0626\u064a\u0629 \u0628\u062d\u0633\u0628 \u0623\u0633\u0644\u0648\u0628 \u0627\u0644\u0628\u0627\u062d\u062b (<\/span>Jeffery<\/span> ) \u0648\u0643\u0630\u0644\u0643 \u062f\u0627\u0644\u0629 \u0643\u062b\u0627\u0641\u0629 \u0627\u062d\u062a\u0645\u0627\u0644\u064a\u0629 \u0623\u0648\u0644\u064a\u0629 \u0645\u0631\u0627\u0641\u0642\u0629 \u0637\u0628\u064a\u0639\u064a\u0629 \u0648\u0627\u0644\u062a\u064a \u0644\u0645 \u064a\u062a\u0637\u0631\u0642 \u0625\u0644\u064a\u0647\u0627 \u0641\u064a \u0627\u0644\u0645\u0631\u0627\u062c\u0639 \u0627\u0644\u0645\u062a\u0639\u0644\u0642\u0629 \u0628\u0645\u0648\u0636\u0648\u0639 \u0627\u0644\u0628\u062d\u062b \u0648\u062a\u062c\u062f\u0631 \u0627\u0644\u0625\u0634\u0627\u0631\u0629 \u0647\u0646\u0627 \u0625\u0644\u0649 \u0625\u0646 \u0627\u0634\u062a\u0642\u0627\u0642 \u0645\u0642\u062f\u0631\u0627\u062a \u0628\u064a\u0632 \u0644\u0645\u0639\u0648\u0644\u064a\u0629 \u0627\u0644\u0646\u0638\u0627\u0645 \u0627\u0644\u0645\u062a\u0648\u0627\u0632\u064a \u062a\u0645\u062a \u0645\u0646 \u0642\u0628\u0644 \u0627\u0644\u0628\u0627\u062d\u062b \u0644\u0639\u062f\u0645 \u062a\u0648\u0641\u0631\u0647\u0627 \u0641\u064a \u0627\u0644\u0645\u0635\u0627\u062f\u0631 \u0627\u0644\u0645\u062a\u0639\u0644\u0642\u0629 \u0628\u0645\u0648\u0636\u0648\u0639 \u0627\u0644\u0628\u062d\u062b \u0639\u0644\u0649 \u062d\u062f \u0639\u0644\u0645 \u0627\u0644\u0628\u0627\u062d\u062b\u060c \u0648\u0644\u063a\u0631\u0636 \u0623\u062c\u0631\u0627\u0621 \u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u0645\u0642\u0627\u0631\u0646\u0629 \u0628\u064a\u0646 \u0623\u0641\u0636\u0644\u064a\u0629 \u0627\u0644\u0645\u0642\u062f\u0631\u0627\u062a \u062a\u0645 \u062a\u0648\u0638\u064a\u0641 \u0623\u0633\u0644\u0648\u0628 \u0627\u0644\u0645\u062d\u0627\u0643\u0627\u0629 \u0628\u0637\u0631\u064a\u0642\u0629 (<\/span>Monte Carlo<\/span> ) \u0648\u0628\u0627\u0633\u062a\u0639\u0645\u0627\u0644 \u0627\u0644\u0645\u0642\u064a\u0627\u0633\u064a\u0646 \u0627\u0644\u0625\u062d\u0635\u0627\u0626\u064a\u064a\u0646 (<\/span>MSE<\/span> ) \u0648(<\/span>MAPE<\/span> ) \u0645\u0646 \u0627\u062c\u0644 \u0627\u0644\u0645\u0641\u0627\u0636\u0644\u0629 \u0628\u064a\u0646 \u0627\u0644\u0645\u0642\u062f\u0631\u0627\u062a .<\/span> <\/span> <\/p>\n

\u0097            <\/span><\/span> \u0648\u0642\u062f \u062a\u0645 \u0627\u0644\u062a\u0648\u0635\u0644 \u0625\u0644\u0649 \u0623\u0641\u0636\u0644\u064a\u0629 \u0645\u0642\u062f\u0631 \u0628\u064a\u0632 \u0628\u0627\u0633\u062a\u0639\u0645\u0627\u0644 \u062f\u0627\u0644\u0629 \u062e\u0633\u0627\u0631\u0629 \u0645\u0642\u062a\u0631\u062d\u0629 \u0648\u062f\u0627\u0644\u0629 \u0643\u062b\u0627\u0641\u0629 \u0627\u062d\u062a\u0645\u0627\u0644\u064a\u0629 \u0623\u0648\u0644\u064a\u0629 \u0645\u0631\u0627\u0641\u0642\u0629 \u0637\u0628\u064a\u0639\u064a\u0629  \u0648\u0643\u0630\u0644\u0643 \u0645\u0642\u062f\u0631 \u0628\u064a\u0632 \u0628\u0627\u0633\u062a\u0639\u0645\u0627\u0644 \u062f\u0627\u0644\u0629 \u062e\u0633\u0627\u0631\u0629 \u0645\u0642\u062a\u0631\u062d\u0629 \u0648\u062f\u0627\u0644\u0629 \u0627\u062d\u062a\u0645\u0627\u0644\u064a\u0629 \u0623\u0648\u0644\u064a\u0629 \u063a\u064a\u0631 \u0645\u0639\u0644\u0648\u0645\u0627\u062a\u064a\u0629 \u0639\u0644\u0649 \u0628\u0642\u064a\u0629 \u0627\u0644\u0645\u0642\u062f\u0631\u0627\u062a \u0627\u0644\u0623\u062e\u0631\u0649 .<\/span> <\/span> <\/p>\n

\u0097            <\/span><\/span> \u0625\u0645\u0627 \u0641\u064a\u0645\u0627 \u064a\u062a\u0639\u0644\u0642 \u0628\u0627\u0644\u062c\u0627\u0646\u0628 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u064a \u0645\u0646 \u0647\u0630\u0647 \u0627\u0644\u0631\u0633\u0627\u0644\u0629 \u0627\u0633\u062a\u0639\u0645\u0644 \u0627\u0644\u0628\u0627\u062d\u062b \u0645\u0627 \u062a\u0645 \u0627\u0644\u062a\u0648\u0635\u0644 \u0625\u0644\u064a\u0647 \u0641\u064a \u0627\u0644\u062c\u0627\u0646\u0628 \u0627\u0644\u062a\u062c\u0631\u064a\u0628\u064a \u0644\u063a\u0631\u0636 \u062a\u0642\u062f\u064a\u0631 \u062f\u0627\u0644\u0629 \u0627\u0644\u0645\u0639\u0648\u0644\u064a\u0629 \u0644\u0646\u0638\u0627\u0645 \u0645\u062a\u0633\u0644\u0633\u0644 \u0648\u062f\u0627\u0644\u0629 \u0627\u0644\u0645\u0639\u0648\u0644\u064a\u0629 \u0644\u0646\u0638\u0627\u0645 \u0645\u062a\u0648\u0627\u0632\u064a \u0641\u064a \u0645\u0639\u0645\u0644 \u0646\u0633\u064a\u062c \u0627\u0644\u0643\u0648\u062a \u0627\u0644\u062a\u0627\u0628\u0639 \u0644\u0644\u0634\u0631\u0643\u0629 \u0627\u0644\u0639\u0627\u0645\u0629 \u0644\u0644\u0635\u0646\u0627\u0639\u0627\u062a \u0627\u0644\u0646\u0633\u064a\u062c\u064a\u0629 \u0641\u064a \u0648\u0627\u0633\u0637 .<\/span> <\/p>\n

<\/div><\/object><\/p>\n

\n<\/p><\/div>\n","protected":false},"excerpt":{"rendered":"

\u0627\u0642\u0627\u0645 \u0642\u0633\u0645 \u0627\u0644\u0627\u062d\u0635\u0627\u0621 \u0627\u0644\u0646\u062f\u0648\u0629 \u0627\u0644\u0639\u0644\u0645\u064a\u0629 \u0627\u0644\u0645\u0648\u0633\u0648\u0645\u0629 (( \u0627\u0644\u062c\u0648\u062f\u0629 \u0648\u0627\u0644\u0645\u0639\u0640\u0640\u0648\u0644\u064a\u0629 \u0648\u0639\u0644\u0627\u0642\u062a\u0647\u0645\u0627 \u0628\u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0627\u062a \u062a\u062e\u0641\u064a\u0636 \u0627\u0644\u0639\u0637\u0644\u0627\u062a )) \u0648\u0630\u0644\u0643 \u0641\u064a \u064a\u0648\u0645 \u0627\u0644\u0627\u0631\u0628\u0639\u0627\u0621 \u0627\u0644\u0645\u0648\u0627\u0641\u0642 9\/5\/2012 \u0627\u0644\u0633\u0627\u0639\u0629 \u0627\u0644\u0639\u0627\u0634\u0631\u0629 \u0635\u0628\u0627\u062d\u0627\u064b \u0639\u0644\u0649 \u0642\u0627\u0639\u0629 \u0627\u0644\u0648\u0641\u0627\u0621 \u0641\u064a \u0627\u0644\u0643\u0644\u064a\u0629 … <\/i>\u0627\u0644\u0645\u0632\u064a\u062f<\/span><\/a><\/p>\n","protected":false},"author":12,"featured_media":15223,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_lmt_disableupdate":"","_lmt_disable":"","footnotes":""},"categories":[2],"tags":[],"class_list":["post-52","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-2"],"yoast_head":"\n\u0646\u062f\u0648\u0629" \u0627\u0644\u062c\u0648\u062f\u0629 \u0648\u0627\u0644\u0645\u0639\u0640\u0640\u0648\u0644\u064a\u0629 \u0648\u0639\u0644\u0627\u0642\u062a\u0647\u0645\u0627 \u0628\u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0627\u062a \u062a\u062e\u0641\u064a\u0636 \u0627\u0644\u0639\u0637\u0644\u0627\u062a " - \u0643\u0644\u064a\u0629 \u0627\u0644\u0625\u062f\u0627\u0631\u0629 \u0648\u0627\u0644\u0625\u0642\u062a\u0635\u0627\u062f<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/coadec.uobaghdad.edu.iq\/?p=52\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u0646\u062f\u0648\u0629" \u0627\u0644\u062c\u0648\u062f\u0629 \u0648\u0627\u0644\u0645\u0639\u0640\u0640\u0648\u0644\u064a\u0629 \u0648\u0639\u0644\u0627\u0642\u062a\u0647\u0645\u0627 \u0628\u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0627\u062a \u062a\u062e\u0641\u064a\u0636 \u0627\u0644\u0639\u0637\u0644\u0627\u062a " - \u0643\u0644\u064a\u0629 \u0627\u0644\u0625\u062f\u0627\u0631\u0629 \u0648\u0627\u0644\u0625\u0642\u062a\u0635\u0627\u062f\" \/>\n<meta property=\"og:description\" content=\"\u0627\u0642\u0627\u0645 \u0642\u0633\u0645 \u0627\u0644\u0627\u062d\u0635\u0627\u0621 \u0627\u0644\u0646\u062f\u0648\u0629 \u0627\u0644\u0639\u0644\u0645\u064a\u0629 \u0627\u0644\u0645\u0648\u0633\u0648\u0645\u0629 (( \u0627\u0644\u062c\u0648\u062f\u0629 \u0648\u0627\u0644\u0645\u0639\u0640\u0640\u0648\u0644\u064a\u0629 \u0648\u0639\u0644\u0627\u0642\u062a\u0647\u0645\u0627 \u0628\u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0627\u062a \u062a\u062e\u0641\u064a\u0636 \u0627\u0644\u0639\u0637\u0644\u0627\u062a )) \u0648\u0630\u0644\u0643 \u0641\u064a \u064a\u0648\u0645 \u0627\u0644\u0627\u0631\u0628\u0639\u0627\u0621 \u0627\u0644\u0645\u0648\u0627\u0641\u0642 9\/5\/2012 \u0627\u0644\u0633\u0627\u0639\u0629 \u0627\u0644\u0639\u0627\u0634\u0631\u0629 \u0635\u0628\u0627\u062d\u0627\u064b \u0639\u0644\u0649 \u0642\u0627\u0639\u0629 \u0627\u0644\u0648\u0641\u0627\u0621 \u0641\u064a \u0627\u0644\u0643\u0644\u064a\u0629 ... \u0627\u0644\u0645\u0632\u064a\u062f\" \/>\n<meta property=\"og:url\" content=\"https:\/\/coadec.uobaghdad.edu.iq\/?p=52\" \/>\n<meta property=\"og:site_name\" content=\"\u0643\u0644\u064a\u0629 \u0627\u0644\u0625\u062f\u0627\u0631\u0629 \u0648\u0627\u0644\u0625\u0642\u062a\u0635\u0627\u062f\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/college.adec.uobaghdad\" \/>\n<meta property=\"article:published_time\" content=\"2012-05-09T12:51:23+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/coadec.uobaghdad.edu.iq\/wp-content\/uploads\/sites\/9\/2020\/03\/\u062a\u0648\u0627\u0635\u0644-300x200.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"300\" \/>\n\t<meta property=\"og:image:height\" content=\"200\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"coadec\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"coadec\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"4 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/coadec.uobaghdad.edu.iq\/?p=52#article\",\"isPartOf\":{\"@id\":\"https:\/\/coadec.uobaghdad.edu.iq\/?p=52\"},\"author\":{\"name\":\"coadec\",\"@id\":\"https:\/\/coadec.uobaghdad.edu.iq\/#\/schema\/person\/b5eea9e596695b2a4f5936cad785246a\"},\"headline\":\"\u0646\u062f\u0648\u0629” \u0627\u0644\u062c\u0648\u062f\u0629 \u0648\u0627\u0644\u0645\u0639\u0640\u0640\u0648\u0644\u064a\u0629 \u0648\u0639\u0644\u0627\u0642\u062a\u0647\u0645\u0627 \u0628\u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0627\u062a \u062a\u062e\u0641\u064a\u0636 \u0627\u0644\u0639\u0637\u0644\u0627\u062a “\",\"datePublished\":\"2012-05-09T12:51:23+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/coadec.uobaghdad.edu.iq\/?p=52\"},\"wordCount\":750,\"publisher\":{\"@id\":\"https:\/\/coadec.uobaghdad.edu.iq\/#organization\"},\"image\":{\"@id\":\"https:\/\/coadec.uobaghdad.edu.iq\/?p=52#primaryimage\"},\"thumbnailUrl\":\"\",\"articleSection\":[\"\u0648\u0631\u0634 \u0627\u0644\u0639\u0645\u0644 \u0648\u0627\u0644\u0646\u062f\u0648\u0627\u062a \u0648\u0627\u0644\u062f\u0648\u0631\u0627\u062a\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/coadec.uobaghdad.edu.iq\/?p=52\",\"url\":\"https:\/\/coadec.uobaghdad.edu.iq\/?p=52\",\"name\":\"\u0646\u062f\u0648\u0629\\\" \u0627\u0644\u062c\u0648\u062f\u0629 \u0648\u0627\u0644\u0645\u0639\u0640\u0640\u0648\u0644\u064a\u0629 \u0648\u0639\u0644\u0627\u0642\u062a\u0647\u0645\u0627 \u0628\u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0627\u062a \u062a\u062e\u0641\u064a\u0636 \u0627\u0644\u0639\u0637\u0644\u0627\u062a \\\" - \u0643\u0644\u064a\u0629 \u0627\u0644\u0625\u062f\u0627\u0631\u0629 \u0648\u0627\u0644\u0625\u0642\u062a\u0635\u0627\u062f\",\"isPartOf\":{\"@id\":\"https:\/\/coadec.uobaghdad.edu.iq\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/coadec.uobaghdad.edu.iq\/?p=52#primaryimage\"},\"image\":{\"@id\":\"https:\/\/coadec.uobaghdad.edu.iq\/?p=52#primaryimage\"},\"thumbnailUrl\":\"\",\"datePublished\":\"2012-05-09T12:51:23+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/coadec.uobaghdad.edu.iq\/?p=52#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/coadec.uobaghdad.edu.iq\/?p=52\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/coadec.uobaghdad.edu.iq\/?p=52#primaryimage\",\"url\":\"\",\"contentUrl\":\"\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/coadec.uobaghdad.edu.iq\/?p=52#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/coadec.uobaghdad.edu.iq\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\u0646\u062f\u0648\u0629” \u0627\u0644\u062c\u0648\u062f\u0629 \u0648\u0627\u0644\u0645\u0639\u0640\u0640\u0648\u0644\u064a\u0629 \u0648\u0639\u0644\u0627\u0642\u062a\u0647\u0645\u0627 \u0628\u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0627\u062a \u062a\u062e\u0641\u064a\u0636 \u0627\u0644\u0639\u0637\u0644\u0627\u062a “\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/coadec.uobaghdad.edu.iq\/#website\",\"url\":\"https:\/\/coadec.uobaghdad.edu.iq\/\",\"name\":\"\u0643\u0644\u064a\u0629 \u0627\u0644\u0625\u062f\u0627\u0631\u0629 \u0648\u0627\u0644\u0625\u0642\u062a\u0635\u0627\u062f\",\"description\":\"\",\"publisher\":{\"@id\":\"https:\/\/coadec.uobaghdad.edu.iq\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/coadec.uobaghdad.edu.iq\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/coadec.uobaghdad.edu.iq\/#organization\",\"name\":\"\u062c\u0627\u0645\u0639\u0629 \u0628\u063a\u062f\u0627\u062f\",\"url\":\"https:\/\/coadec.uobaghdad.edu.iq\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/coadec.uobaghdad.edu.iq\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/coadec.uobaghdad.edu.iq\/wp-content\/uploads\/sites\/9\/2022\/02\/\u0634\u0639\u0627\u0631-\u0627\u0644\u0643\u0644\u064a\u0629.png\",\"contentUrl\":\"https:\/\/coadec.uobaghdad.edu.iq\/wp-content\/uploads\/sites\/9\/2022\/02\/\u0634\u0639\u0627\u0631-\u0627\u0644\u0643\u0644\u064a\u0629.png\",\"width\":768,\"height\":768,\"caption\":\"\u062c\u0627\u0645\u0639\u0629 \u0628\u063a\u062f\u0627\u062f\"},\"image\":{\"@id\":\"https:\/\/coadec.uobaghdad.edu.iq\/#\/schema\/logo\/image\/\"},\"sameAs\":[\"https:\/\/www.facebook.com\/college.adec.uobaghdad\",\"https:\/\/www.youtube.com\/@coadec_uobaghdad\",\"https:\/\/www.instagram.com\/coadec_uobaghdad\/\",\"https:\/\/www.linkedin.com\/company\/coadec-uobaghdad\/\",\"https:\/\/t.me\/coadec_uobaghdad\",\"https:\/\/whatsapp.com\/channel\/0029VaR2LGN7j6g5UxKtZf3S\"]},{\"@type\":\"Person\",\"@id\":\"https:\/\/coadec.uobaghdad.edu.iq\/#\/schema\/person\/b5eea9e596695b2a4f5936cad785246a\",\"name\":\"coadec\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/coadec.uobaghdad.edu.iq\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/2a9c4feb0d339401f673b5080417e9ea6be7122eaae39942c89cbae07e014f07?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/2a9c4feb0d339401f673b5080417e9ea6be7122eaae39942c89cbae07e014f07?s=96&d=mm&r=g\",\"caption\":\"coadec\"},\"url\":\"https:\/\/coadec.uobaghdad.edu.iq\/?author=12\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"\u0646\u062f\u0648\u0629\" \u0627\u0644\u062c\u0648\u062f\u0629 \u0648\u0627\u0644\u0645\u0639\u0640\u0640\u0648\u0644\u064a\u0629 \u0648\u0639\u0644\u0627\u0642\u062a\u0647\u0645\u0627 \u0628\u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0627\u062a \u062a\u062e\u0641\u064a\u0636 \u0627\u0644\u0639\u0637\u0644\u0627\u062a \" - \u0643\u0644\u064a\u0629 \u0627\u0644\u0625\u062f\u0627\u0631\u0629 \u0648\u0627\u0644\u0625\u0642\u062a\u0635\u0627\u062f","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/coadec.uobaghdad.edu.iq\/?p=52","og_locale":"en_US","og_type":"article","og_title":"\u0646\u062f\u0648\u0629\" \u0627\u0644\u062c\u0648\u062f\u0629 \u0648\u0627\u0644\u0645\u0639\u0640\u0640\u0648\u0644\u064a\u0629 \u0648\u0639\u0644\u0627\u0642\u062a\u0647\u0645\u0627 \u0628\u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0627\u062a \u062a\u062e\u0641\u064a\u0636 \u0627\u0644\u0639\u0637\u0644\u0627\u062a \" - \u0643\u0644\u064a\u0629 \u0627\u0644\u0625\u062f\u0627\u0631\u0629 \u0648\u0627\u0644\u0625\u0642\u062a\u0635\u0627\u062f","og_description":"\u0627\u0642\u0627\u0645 \u0642\u0633\u0645 \u0627\u0644\u0627\u062d\u0635\u0627\u0621 \u0627\u0644\u0646\u062f\u0648\u0629 \u0627\u0644\u0639\u0644\u0645\u064a\u0629 \u0627\u0644\u0645\u0648\u0633\u0648\u0645\u0629 (( \u0627\u0644\u062c\u0648\u062f\u0629 \u0648\u0627\u0644\u0645\u0639\u0640\u0640\u0648\u0644\u064a\u0629 \u0648\u0639\u0644\u0627\u0642\u062a\u0647\u0645\u0627 \u0628\u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0627\u062a \u062a\u062e\u0641\u064a\u0636 \u0627\u0644\u0639\u0637\u0644\u0627\u062a )) \u0648\u0630\u0644\u0643 \u0641\u064a \u064a\u0648\u0645 \u0627\u0644\u0627\u0631\u0628\u0639\u0627\u0621 \u0627\u0644\u0645\u0648\u0627\u0641\u0642 9\/5\/2012 \u0627\u0644\u0633\u0627\u0639\u0629 \u0627\u0644\u0639\u0627\u0634\u0631\u0629 \u0635\u0628\u0627\u062d\u0627\u064b \u0639\u0644\u0649 \u0642\u0627\u0639\u0629 \u0627\u0644\u0648\u0641\u0627\u0621 \u0641\u064a \u0627\u0644\u0643\u0644\u064a\u0629 ... \u0627\u0644\u0645\u0632\u064a\u062f","og_url":"https:\/\/coadec.uobaghdad.edu.iq\/?p=52","og_site_name":"\u0643\u0644\u064a\u0629 \u0627\u0644\u0625\u062f\u0627\u0631\u0629 \u0648\u0627\u0644\u0625\u0642\u062a\u0635\u0627\u062f","article_publisher":"https:\/\/www.facebook.com\/college.adec.uobaghdad","article_published_time":"2012-05-09T12:51:23+00:00","og_image":[{"width":300,"height":200,"url":"https:\/\/coadec.uobaghdad.edu.iq\/wp-content\/uploads\/sites\/9\/2020\/03\/\u062a\u0648\u0627\u0635\u0644-300x200.jpg","type":"image\/jpeg"}],"author":"coadec","twitter_card":"summary_large_image","twitter_misc":{"Written by":"coadec","Est. reading time":"4 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/coadec.uobaghdad.edu.iq\/?p=52#article","isPartOf":{"@id":"https:\/\/coadec.uobaghdad.edu.iq\/?p=52"},"author":{"name":"coadec","@id":"https:\/\/coadec.uobaghdad.edu.iq\/#\/schema\/person\/b5eea9e596695b2a4f5936cad785246a"},"headline":"\u0646\u062f\u0648\u0629” \u0627\u0644\u062c\u0648\u062f\u0629 \u0648\u0627\u0644\u0645\u0639\u0640\u0640\u0648\u0644\u064a\u0629 \u0648\u0639\u0644\u0627\u0642\u062a\u0647\u0645\u0627 \u0628\u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0627\u062a \u062a\u062e\u0641\u064a\u0636 \u0627\u0644\u0639\u0637\u0644\u0627\u062a “","datePublished":"2012-05-09T12:51:23+00:00","mainEntityOfPage":{"@id":"https:\/\/coadec.uobaghdad.edu.iq\/?p=52"},"wordCount":750,"publisher":{"@id":"https:\/\/coadec.uobaghdad.edu.iq\/#organization"},"image":{"@id":"https:\/\/coadec.uobaghdad.edu.iq\/?p=52#primaryimage"},"thumbnailUrl":"","articleSection":["\u0648\u0631\u0634 \u0627\u0644\u0639\u0645\u0644 \u0648\u0627\u0644\u0646\u062f\u0648\u0627\u062a \u0648\u0627\u0644\u062f\u0648\u0631\u0627\u062a"],"inLanguage":"en-US"},{"@type":"WebPage","@id":"https:\/\/coadec.uobaghdad.edu.iq\/?p=52","url":"https:\/\/coadec.uobaghdad.edu.iq\/?p=52","name":"\u0646\u062f\u0648\u0629\" \u0627\u0644\u062c\u0648\u062f\u0629 \u0648\u0627\u0644\u0645\u0639\u0640\u0640\u0648\u0644\u064a\u0629 \u0648\u0639\u0644\u0627\u0642\u062a\u0647\u0645\u0627 \u0628\u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0627\u062a \u062a\u062e\u0641\u064a\u0636 \u0627\u0644\u0639\u0637\u0644\u0627\u062a \" - \u0643\u0644\u064a\u0629 \u0627\u0644\u0625\u062f\u0627\u0631\u0629 \u0648\u0627\u0644\u0625\u0642\u062a\u0635\u0627\u062f","isPartOf":{"@id":"https:\/\/coadec.uobaghdad.edu.iq\/#website"},"primaryImageOfPage":{"@id":"https:\/\/coadec.uobaghdad.edu.iq\/?p=52#primaryimage"},"image":{"@id":"https:\/\/coadec.uobaghdad.edu.iq\/?p=52#primaryimage"},"thumbnailUrl":"","datePublished":"2012-05-09T12:51:23+00:00","breadcrumb":{"@id":"https:\/\/coadec.uobaghdad.edu.iq\/?p=52#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/coadec.uobaghdad.edu.iq\/?p=52"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/coadec.uobaghdad.edu.iq\/?p=52#primaryimage","url":"","contentUrl":""},{"@type":"BreadcrumbList","@id":"https:\/\/coadec.uobaghdad.edu.iq\/?p=52#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/coadec.uobaghdad.edu.iq\/"},{"@type":"ListItem","position":2,"name":"\u0646\u062f\u0648\u0629” \u0627\u0644\u062c\u0648\u062f\u0629 \u0648\u0627\u0644\u0645\u0639\u0640\u0640\u0648\u0644\u064a\u0629 \u0648\u0639\u0644\u0627\u0642\u062a\u0647\u0645\u0627 \u0628\u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0627\u062a \u062a\u062e\u0641\u064a\u0636 \u0627\u0644\u0639\u0637\u0644\u0627\u062a “"}]},{"@type":"WebSite","@id":"https:\/\/coadec.uobaghdad.edu.iq\/#website","url":"https:\/\/coadec.uobaghdad.edu.iq\/","name":"\u0643\u0644\u064a\u0629 \u0627\u0644\u0625\u062f\u0627\u0631\u0629 \u0648\u0627\u0644\u0625\u0642\u062a\u0635\u0627\u062f","description":"","publisher":{"@id":"https:\/\/coadec.uobaghdad.edu.iq\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/coadec.uobaghdad.edu.iq\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/coadec.uobaghdad.edu.iq\/#organization","name":"\u062c\u0627\u0645\u0639\u0629 \u0628\u063a\u062f\u0627\u062f","url":"https:\/\/coadec.uobaghdad.edu.iq\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/coadec.uobaghdad.edu.iq\/#\/schema\/logo\/image\/","url":"https:\/\/coadec.uobaghdad.edu.iq\/wp-content\/uploads\/sites\/9\/2022\/02\/\u0634\u0639\u0627\u0631-\u0627\u0644\u0643\u0644\u064a\u0629.png","contentUrl":"https:\/\/coadec.uobaghdad.edu.iq\/wp-content\/uploads\/sites\/9\/2022\/02\/\u0634\u0639\u0627\u0631-\u0627\u0644\u0643\u0644\u064a\u0629.png","width":768,"height":768,"caption":"\u062c\u0627\u0645\u0639\u0629 \u0628\u063a\u062f\u0627\u062f"},"image":{"@id":"https:\/\/coadec.uobaghdad.edu.iq\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/college.adec.uobaghdad","https:\/\/www.youtube.com\/@coadec_uobaghdad","https:\/\/www.instagram.com\/coadec_uobaghdad\/","https:\/\/www.linkedin.com\/company\/coadec-uobaghdad\/","https:\/\/t.me\/coadec_uobaghdad","https:\/\/whatsapp.com\/channel\/0029VaR2LGN7j6g5UxKtZf3S"]},{"@type":"Person","@id":"https:\/\/coadec.uobaghdad.edu.iq\/#\/schema\/person\/b5eea9e596695b2a4f5936cad785246a","name":"coadec","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/coadec.uobaghdad.edu.iq\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/2a9c4feb0d339401f673b5080417e9ea6be7122eaae39942c89cbae07e014f07?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/2a9c4feb0d339401f673b5080417e9ea6be7122eaae39942c89cbae07e014f07?s=96&d=mm&r=g","caption":"coadec"},"url":"https:\/\/coadec.uobaghdad.edu.iq\/?author=12"}]}},"modified_by":null,"_links":{"self":[{"href":"https:\/\/coadec.uobaghdad.edu.iq\/index.php?rest_route=\/wp\/v2\/posts\/52","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/coadec.uobaghdad.edu.iq\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/coadec.uobaghdad.edu.iq\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/coadec.uobaghdad.edu.iq\/index.php?rest_route=\/wp\/v2\/users\/12"}],"replies":[{"embeddable":true,"href":"https:\/\/coadec.uobaghdad.edu.iq\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=52"}],"version-history":[{"count":0,"href":"https:\/\/coadec.uobaghdad.edu.iq\/index.php?rest_route=\/wp\/v2\/posts\/52\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/coadec.uobaghdad.edu.iq\/index.php?rest_route=\/wp\/v2\/media\/15223"}],"wp:attachment":[{"href":"https:\/\/coadec.uobaghdad.edu.iq\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=52"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/coadec.uobaghdad.edu.iq\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=52"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/coadec.uobaghdad.edu.iq\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=52"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}