{"id":15057,"date":"2018-08-01T07:53:44","date_gmt":"2018-08-01T04:53:44","guid":{"rendered":""},"modified":"2025-09-21T11:20:37","modified_gmt":"2025-09-21T08:20:37","slug":"%d9%85%d8%ad%d8%a7%d8%b6%d8%b1%d8%a7%d8%aa-%d8%a7%d9%84%d8%aa%d8%af%d8%b1%d9%8a%d8%b3%d9%8a%d9%8a%d9%86-%d8%a7%d8%ad%d8%b5%d8%a7%d8%a1","status":"publish","type":"page","link":"https:\/\/coadec.uobaghdad.edu.iq\/?page_id=15057","title":{"rendered":"\u0645\u062d\u0627\u0636\u0631\u0627\u062a \u062a\u062f\u0631\u064a\u0633\u064a\u064a \u0642\u0633\u0645 \u0627\u062d\u0635\u0627\u0621"},"content":{"rendered":"

[vc_row css=”.vc_custom_1683522909197{border-radius: 16px !important;}”][vc_column width=”1\/2″][vc_tta_accordion style=”outline” shape=”round” color=”blue” spacing=”2″ gap=”2″ c_align=”center” c_icon=”chevron” c_position=”right” active_section=”0″][vc_tta_section title=”\u0645\u062d\u0627\u0636\u0631\u0627\u062a \u062f. \u0639\u0645\u0631 \u0639\u0628\u062f \u0627\u0644\u0645\u062d\u0633\u0646 \u0639\u0644\u064a” tab_id=”1683522941322-4030dcf4-494d”][vc_column_text css=””]\u0645\u062d\u0627\u0636\u0631\u0627\u062a \u0627\u0644\u062f\u0643\u062a\u0648\u0631\u0627\u0629 \u0627\u0644\u0641\u0635\u0644 \u0627\u0644\u062b\u0627\u0646\u064a :<\/strong><\/span><\/p>\n

Lecture-1 \/Philosophical Point of View<\/a><\/p>\n

Lecture-2 \/ Experiments and Data<\/a><\/p>\n

Lecture-3 \/ Principles of Experimental Design<\/a><\/p>\n

Lecture-4 \/ Analysis of Variance: ANOVA<\/a><\/p>\n

Lecture-5 \/ Fixed v.s. Random Designs Cross v.s. Nested Designs<\/a><\/p>\n

Lecture-6 \/ Basic Experimental Designs<\/a><\/p>\n

 <\/p>\n

\u0645\u062d\u0627\u0636\u0631\u0627\u062a \u0627\u0644\u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0627\u0644\u0641\u0635\u0644 \u0627\u0644\u0627\u0648\u0644\u00a0 :<\/strong><\/span><\/p>\n

Lesson-1-Transformation<\/a><\/p>\n

Lesson-2-Truncation<\/a><\/p>\n

Lesson-3-Order Statistics<\/a><\/p>\n

Lesson-4-Joint Distribution<\/a><\/p>\n

Lesson-5-Marginal Distribution<\/a><\/p>\n

Lesson-6-Conditional Distribution<\/a><\/p>\n

Lesson-7-Covariance<\/a><\/p>\n

Lesson-8-Dist. of Two Variables<\/a><\/p>\n

\u0645\u062d\u0627\u0636\u0631\u0627\u062a \u0627\u0644\u0645\u0631\u062d\u0644\u0629 \u0627\u0644\u062b\u0627\u0644\u062b\u0629\u00a0<\/strong><\/span><\/p>\n

\u0627\u0644\u0627\u062d\u0635\u0627\u0621 \u0627\u0644\u0631\u064a\u0627\u0636\u064a<\/p>\n

Lecture-1-Events & Probability<\/a>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0Lecture-6-Binomial Distribution<\/a><\/p>\n

Lecture-2-Random Variable<\/a>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 Lecture-7-Poisson Distribution<\/a><\/p>\n

Lecture-3-Cumulative Distribution Function<\/a>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 Lecture-8-Continuous Uniform Distribution<\/a><\/p>\n

Lecture-4-Mathematical Expectation<\/a>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 Lecture-9-Normal Distribution<\/a><\/p>\n

Lecture-5-The Moment Generating Function<\/a>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0Lecture-10-Gamma Distribution<\/a><\/p>\n

[\/vc_column_text][\/vc_tta_section][vc_tta_section title=”\u0645\u062d\u0627\u0636\u0631\u0627\u062a \u062f. \u0631\u0628\u0627\u0628 \u0627\u0644\u0628\u0643\u0631\u064a” tab_id=”1683522941355-449eea67-6127″][vc_column_text css=””]\u0627\u0644\u0645\u062d\u0627\u0636\u0631\u0629 1-\u0627\u0644\u0633\u0644\u0627\u0633\u0644 \u0627\u0644\u0632\u0645\u0646\u064a\u0629<\/a>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u0627\u0644\u0645\u062d\u0627\u0636\u0631\u0629 2-\u0645\u0643\u0648\u0646\u0627\u062a \u0627\u0644\u0633\u0644\u0627\u0633\u0644 \u0627\u0644\u0632\u0645\u0646\u064a\u0629<\/a><\/p>\n

\u0627\u0644\u0645\u062d\u0627\u0636\u0631\u0629 3-\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0633\u0644\u0633\u0644\u0629 \u0627\u0644\u0632\u0645\u0646\u064a\u0629<\/a>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u0627\u0644\u0645\u062d\u0627\u0636\u0631\u0629 4-\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0633\u0644\u0627\u0633\u0644 \u0627\u0644\u0632\u0645\u0646\u064a\u0629<\/a><\/p>\n

\u0627\u0644\u0645\u062d\u0627\u0636\u0631\u0629 5-\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0627\u062a\u062c\u0627\u0647 \u0627\u0644\u0639\u0627\u0645<\/a>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u0627\u0644\u0645\u062d\u0627\u0636\u0631\u0629 6-\u0627\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0627\u062a\u062c\u0627\u0647 \u0627\u0644\u0639\u0627\u0645 \u0627\u0644\u062e\u0637\u064a<\/a><\/p>\n

\u0627\u0644\u0645\u062d\u0627\u0636\u0631\u0629 7-\u062a\u0642\u062f\u064a\u0631 \u0645\u0639\u0627\u0644\u0645 \u0627\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0627\u062a\u062c\u0627\u0647 \u0627\u0644\u0639\u0627\u0645<\/a>\u00a0 \u00a0 \u00a0 \u00a0\u0627\u0644\u0645\u062d\u0627\u0636\u0631\u0629 8-\u0645\u0639\u0627\u0645\u0644 \u0627\u0644\u062a\u062d\u062f\u064a\u062f<\/a>[\/vc_column_text][\/vc_tta_section][vc_tta_section title=”\u0645\u062d\u0627\u0636\u0631\u0627\u062a \u062f. \u0627\u0633\u0645\u0627\u0621 \u063a\u0627\u0644\u0628 \u062c\u0627\u0628\u0631” tab_id=”1686119227973-62e88c41-0851″][vc_column_text css=””]<\/p>\n

Multivariate Analysis<\/strong><\/p>\n

Lecture-1-Matrix Algebra<\/a>\u00a0 \u00a0 \u00a0 \u00a0Lecture-2-Linear Algebra<\/a><\/p>\n

Lecture-3-Linear independent vectors<\/a>\u00a0 \u00a0 \u00a0 \u00a0Lecture-4-Linear Algebra<\/a><\/p>\n

Lecture-5-Characteristic roots & characteristic vectors of a matrix<\/a>\u00a0 \u00a0 \u00a0 \u00a0Lecture-6-Partitioned Matrices<\/a><\/p>\n

Lecture-7-Differentiation with Vectors and Matrices<\/a>\u00a0 \u00a0 \u00a0 \u00a0Lecture-8-Determination of Maxima and Minima Maximization (Q.F.)<\/a><\/p>\n

Lecture-9-Multivariate Normal Distribution (MVN)<\/a>\u00a0 \u00a0 \u00a0 \u00a0Lecture-10-Some Characteristic Multivariate Normal Distribution<\/a><\/p>\n

[\/vc_column_text][\/vc_tta_section][vc_tta_section title=”\u0645\u062d\u0627\u0636\u0631\u0627\u062a \u0627\u0644\u0645\u062f\u0631\u0633 \u0633\u0631\u0645\u062f \u0639\u0644\u0648\u0627\u0646 \u0635\u0627\u0644\u062d” tab_id=”1683523249569-9f941a0c-1bb0″][vc_column_text]\u0645\u062d\u0627\u0636\u0631\u0629 \u0639\u0646 \u0627\u0644\u0637\u0631\u064a\u0642\u0629 \u0627\u0644\u0645\u0628\u0633\u0637\u0629 \u0630\u0627\u062a \u0627\u0644\u062c\u0632\u0627\u0621 \u0627\u0644\u0643\u0628\u064a\u0631 \u201d \u0645\u062b\u0627\u0644 1 \u201c<\/a><\/p>\n

\n

\u0645\u062d\u0627\u0636\u0631\u0629 \u0639\u0646 \u0627\u0644\u0637\u0631\u064a\u0642\u0629 \u0627\u0644\u0645\u0628\u0633\u0637\u0629 \u0630\u0627\u062a \u0627\u0644\u062c\u0632\u0627\u0621 \u0627\u0644\u0643\u0628\u064a\u0631 \u201d \u0645\u062b\u0627\u0644 2 \u201c<\/a><\/p>\n

\n

\u0645\u062d\u0627\u0636\u0631\u0629 \u0639\u0646 \u0627\u0644\u0637\u0631\u064a\u0642\u0629 \u0627\u0644\u0645\u0628\u0633\u0637\u0629 \u0627\u0644\u0627\u0648\u0644\u064a\u0629 \u201d \u0645\u062b\u0627\u0644 1 \u201c<\/a><\/p>\n

\n

\u0645\u062d\u0627\u0636\u0631\u0629 \u0639\u0646 \u0627\u0644\u0637\u0631\u064a\u0642\u0629 \u0627\u0644\u0645\u0628\u0633\u0637\u0629 \u0627\u0644\u0627\u0648\u0644\u064a\u0629 \u201d \u0645\u062b\u0627\u0644 2 \u201c<\/a><\/p>\n

\u0635\u064a\u063a \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062e\u0637\u064a\u0629 \u0627\u0644\u0642\u064a\u0627\u0633\u064a\u0629 \u0648\u0627\u0644\u0642\u0627\u0646\u0648\u0646\u064a\u0629<\/a><\/p>\n<\/div>\n<\/div>\n

 <\/p>\n<\/div>\n

[\/vc_column_text][\/vc_tta_section][\/vc_tta_accordion][\/vc_column][vc_column width=”1\/2″][vc_tta_accordion style=”outline” shape=”round” color=”blue” spacing=”2″ gap=”2″ c_align=”center” c_icon=”chevron” c_position=”right” active_section=”0″][vc_tta_section title=”\u0645\u062d\u0627\u0636\u0631\u0627\u062a \u062f. \u0645\u062d\u0645\u062f \u062c\u0627\u0633\u0645 \u0645\u062d\u0645\u062f” tab_id=”1683523300682-dc0a060c-5c80″][vc_column_text]\u062f\u0643\u062a\u0648\u0631\u0627\u0647 \u0627\u062d\u0635\u0627\u0621 \/ \u0645\u0627\u062f\u0629 \u0627\u0644\u0627\u062d\u0635\u0627\u0621 \u0627\u0644\u0636\u0628\u0627\u0628\u064a<\/span><\/p>\n

Fuzzy Statistics Ch1<\/a><\/p>\n

Fuzzy Statistics Ch2_A fuzzy number<\/a><\/p>\n

Fuzzy Statistics Ch4_Estimate M, Variance Unknown<\/a><\/p>\n

Fuzzy Statistics Ch5_Estimate p, Binomial Population<\/a><\/p>\n

Fuzzy Statistics Ch6_Estimate Variance from a Normal Population<\/a><\/p>\n

Fuzzy Statistics Ch7-9_Estimate M1-M2<\/a><\/p>\n

Fuzzy Statistics Ch10-11 \u2013 Estimate P1- P2<\/a><\/p>\n

Fuzzy Statistics Ch21-Fuzzy Regression -when input data are fuzzy<\/a><\/p>\n

 <\/p>\n

\u062f\u0628\u0644\u0648\u0645 \u0627\u062d\u0635\u0627\u0621 \/ \u0645\u0627\u062f\u0629 \u0646\u0638\u0645 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629<\/span><\/p>\n

ArcGIS Layer properties Join &amp; Relates<\/a><\/p>\n

ArcGIS Layer properties Symbology<\/a><\/p>\n

ArcGIS Tables Properties<\/a><\/p>\n

ArcGIS Maps<\/a><\/p>\n

ArcGIS Selection<\/a>[\/vc_column_text][\/vc_tta_section][vc_tta_section title=”\u0645\u062d\u0627\u0636\u0631\u0627\u062a \u062f. \u0646\u0628\u064a\u0644\u0629 \u0639\u0628\u062f\u0627\u0644\u0647\u0627\u062f\u064a” tab_id=”1683523300781-bf4aa4e7-6822″][vc_column_text css=””]<\/p>\n

Lecture-1-Indefinite Integral<\/a>\u00a0 \u00a0 \u00a0 \u00a0Lecture-2-Integration by Using Long Polynomial Division<\/a><\/p>\n

Lecture-3-Integrals involving Trigonometric Functions<\/a>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0Lecture-4-Integration by Substitution<\/a><\/p>\n

Lecture-5-Integration Using Trigonometric Identities<\/a>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0Lecture-6-Methods of Integration<\/a><\/p>\n

Lecture-7-Definite Integral<\/a>\u00a0 \u00a0 \u00a0 \u00a0\u00a0Lecture-8-Area Under a Curve<\/a><\/p>\n

Lecture-9-Area between curves<\/a>\u00a0 \u00a0 \u00a0 \u00a0Lecture-10-Double Integrals<\/a><\/p>\n

[\/vc_column_text][\/vc_tta_section][vc_tta_section title=”\u0645\u062d\u0627\u0636\u0631\u0627\u062a \u0623.\u0645. \u0627\u064a\u0645\u0627\u0646 \u062d\u0633\u0646” tab_id=”1683523300881-cfbcc55d-45dc”][vc_column_text]<\/p>\n

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\u0627\u0644\u0645\u0635\u0641\u0648\u0641\u0627\u062a<\/a><\/p>\n<\/div>\n<\/div>\n

\u0627\u0644\u062c\u0628\u0631 \u0627\u0644\u062e\u0637\u064a<\/a>[\/vc_column_text][\/vc_tta_section][vc_tta_section title=”\u0645\u062d\u0627\u0636\u0631\u0627\u062a \u0645.\u0645. \u0627\u064a\u062b\u0627\u0631 \u062d\u0633\u064a\u0646 \u062c\u0648\u0627\u062f” tab_id=”1683523684707-64b22ddf-ce03″][vc_column_text css=””]<\/p>\n

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\u0645\u062d\u0627\u0636\u0631\u0627\u062a \u0645\u0627\u062f\u0629 \u0627\u0644\u062d\u0627\u0633\u0648\u0628\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \u0645\u062d\u0627\u0636\u0631\u0627\u062a \u0645\u0627\u062f\u0629 \u0627\u0644\u0627\u0633\u0627\u0644\u064a\u0628 \u0627\u0644\u0643\u0645\u064a\u0629<\/p>\n<\/blockquote>\n

\u0627\u0644\u0645\u062d\u0627\u0636\u0631\u0629 \u0627\u0644\u0627\u0648\u0644\u0649<\/a> \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \u0627\u0644\u0645\u062d\u0627\u0636\u0631\u0629 \u0627\u0644\u0627\u0648\u0644\u0649 <\/a><\/p>\n

\u0627\u0644\u0645\u062d\u0627\u0636\u0631\u0629 \u0627\u0644\u062b\u0627\u0646\u064a\u0629<\/a> \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \u0627\u0644\u0645\u062d\u0627\u0636\u0631\u0629 \u0627\u0644\u062b\u0627\u0646\u064a\u0629<\/a><\/p>\n

\u0627\u0644\u0645\u062d\u0627\u0636\u0631\u0629 \u0627\u0644\u062b\u0627\u0644\u062b\u0629<\/a> \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \u00a0 \u00a0 \u0627\u0644\u0645\u062d\u0627\u0636\u0631\u0629 \u0627\u0644\u062b\u0627\u0644\u062b\u0629<\/a><\/p>\n

\u0627\u0644\u0645\u062d\u0627\u0636\u0631\u0629 \u0627\u0644\u0631\u0627\u0628\u0639\u0629<\/a> \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \u0627\u0644\u0645\u062d\u0627\u0636\u0631\u0629 \u0627\u0644\u0631\u0627\u0628\u0639\u0629<\/a><\/p>\n

\u0627\u0644\u0645\u062d\u0627\u0636\u0631\u0629 \u0627\u0644\u062e\u0627\u0645\u0633\u0629<\/a> \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \u0627\u0644\u0645\u062d\u0627\u0636\u0631\u0629 \u0627\u0644\u062e\u0627\u0645\u0633\u0629<\/a><\/p>\n

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