{"id":1565,"date":"2023-09-19T08:18:49","date_gmt":"2023-09-19T08:18:49","guid":{"rendered":"https:\/\/en.coadec.uobaghdad.edu.iq\/?page_id=1565"},"modified":"2025-05-26T08:21:23","modified_gmt":"2025-05-26T08:21:23","slug":"scientific-lectures","status":"publish","type":"page","link":"https:\/\/en.coadec.uobaghdad.edu.iq\/?page_id=1565","title":{"rendered":"Lectures of the Teaching Staff of the Statistics Department"},"content":{"rendered":"<div class=\"wpb-content-wrapper\"><p>[vc_row css=&#8221;.vc_custom_1683522909197{border-radius: 16px !important;}&#8221;][vc_column width=&#8221;1\/2&#8243;][vc_tta_accordion style=&#8221;outline&#8221; shape=&#8221;round&#8221; color=&#8221;blue&#8221; spacing=&#8221;2&#8243; gap=&#8221;2&#8243; c_align=&#8221;center&#8221; c_icon=&#8221;chevron&#8221; c_position=&#8221;right&#8221; active_section=&#8221;0&#8243;][vc_tta_section title=&#8221;Lectures of Dr. Omar Abdul Mohsin&#8221; tab_id=&#8221;1683522941322-4030dcf4-494d&#8221;][vc_column_text css=&#8221;&#8221;]<\/p>\n<p dir=\"ltr\"><span style=\"color: #ff0000;\"><strong>Phd&#8217;s Lectures &#8211; Second semester<\/strong><\/span><\/p>\n<p dir=\"ltr\"><a href=\"https:\/\/coadec.uobaghdad.edu.iq\/wp-content\/uploads\/sites\/9\/2019\/04\/Lecture-1.pptx\">Lecture-1 \/Philosophical Point of View<\/a><\/p>\n<p dir=\"ltr\"><a href=\"https:\/\/coadec.uobaghdad.edu.iq\/wp-content\/uploads\/sites\/9\/2019\/04\/Lecture-2.pptx\" target=\"_blank\" rel=\"noopener\">Lecture-2 \/ Experiments and Data<\/a><\/p>\n<p dir=\"ltr\"><a href=\"https:\/\/coadec.uobaghdad.edu.iq\/wp-content\/uploads\/sites\/9\/2019\/04\/Lecture-3.pptx\">Lecture-3 \/ Principles of Experimental Design<\/a><\/p>\n<p dir=\"ltr\"><a href=\"https:\/\/coadec.uobaghdad.edu.iq\/wp-content\/uploads\/sites\/9\/2019\/04\/Lecture-4.pptx\">Lecture-4 \/ Analysis of Variance: ANOVA<\/a><\/p>\n<p dir=\"ltr\"><a href=\"https:\/\/coadec.uobaghdad.edu.iq\/wp-content\/uploads\/sites\/9\/2019\/04\/Lecture-5.pptx\">Lecture-5 \/ Fixed v.s. Random Designs Cross v.s. Nested Designs<\/a><\/p>\n<p dir=\"ltr\"><a href=\"https:\/\/coadec.uobaghdad.edu.iq\/wp-content\/uploads\/sites\/9\/2019\/04\/Lecture-6.pptx\">Lecture-6 \/ Basic Experimental Designs<\/a><\/p>\n<p dir=\"ltr\"><span style=\"color: #ff0000;\"><strong>master&#8217; Lectures &#8211; first semester<\/strong><\/span><\/p>\n<p dir=\"ltr\"><a href=\"https:\/\/coadec.uobaghdad.edu.iq\/wp-content\/uploads\/sites\/9\/2019\/12\/Lesson-1-Transformation.pptx\">Lesson-1-Transformation<\/a><\/p>\n<p dir=\"ltr\"><a href=\"https:\/\/coadec.uobaghdad.edu.iq\/wp-content\/uploads\/sites\/9\/2019\/12\/Lesson-2-Truncation.pptx\">Lesson-2-Truncation<\/a><\/p>\n<p dir=\"ltr\"><a href=\"https:\/\/coadec.uobaghdad.edu.iq\/wp-content\/uploads\/sites\/9\/2019\/12\/Lesson-3-Order-Statistics.pptx\">Lesson-3-Order Statistics<\/a><\/p>\n<p dir=\"ltr\"><a href=\"https:\/\/coadec.uobaghdad.edu.iq\/wp-content\/uploads\/sites\/9\/2019\/12\/Lesson-4-Joint-Distribution.pptx\">Lesson-4-Joint Distribution<\/a><\/p>\n<p dir=\"ltr\"><a href=\"https:\/\/coadec.uobaghdad.edu.iq\/wp-content\/uploads\/sites\/9\/2019\/12\/Lesson-5-Marginal-Distribution.pptx\">Lesson-5-Marginal Distribution<\/a><\/p>\n<p dir=\"ltr\"><a href=\"https:\/\/coadec.uobaghdad.edu.iq\/wp-content\/uploads\/sites\/9\/2019\/12\/Lesson-6-Conditional-Distribution.pptx\">Lesson-6-Conditional Distribution<\/a><\/p>\n<p dir=\"ltr\"><a href=\"https:\/\/coadec.uobaghdad.edu.iq\/wp-content\/uploads\/sites\/9\/2019\/12\/Lesson-7-Covariance.pptx\">Lesson-7-Covariance<\/a><\/p>\n<p dir=\"ltr\"><a href=\"https:\/\/coadec.uobaghdad.edu.iq\/wp-content\/uploads\/sites\/9\/2019\/12\/Lesson-8-Dist.-of-Two-Variables.pptx\">Lesson-8-Dist. of Two Variables<\/a><\/p>\n<p dir=\"ltr\"><span style=\"color: #ff0000;\"><strong>third Grade Lectures<\/strong><\/span><\/p>\n<p dir=\"ltr\">Mathematical statistics<\/p>\n<p dir=\"ltr\"><a href=\"https:\/\/coadec.uobaghdad.edu.iq\/wp-content\/uploads\/sites\/9\/2019\/05\/Lecture-1.pptx\">Lecture-1-Events &amp; Probability<\/a>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0<a href=\"https:\/\/coadec.uobaghdad.edu.iq\/wp-content\/uploads\/sites\/9\/2019\/05\/Lecture-6.pptx\">Lecture-6-Binomial Distribution<\/a><\/p>\n<p dir=\"ltr\"><a href=\"https:\/\/coadec.uobaghdad.edu.iq\/wp-content\/uploads\/sites\/9\/2019\/05\/Lecture-2.pptx\">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 <a href=\"https:\/\/coadec.uobaghdad.edu.iq\/wp-content\/uploads\/sites\/9\/2019\/05\/Lecture-7.pptx\">Lecture-7-Poisson Distribution<\/a><\/p>\n<p dir=\"ltr\"><a href=\"https:\/\/coadec.uobaghdad.edu.iq\/wp-content\/uploads\/sites\/9\/2019\/05\/Lecture-3.pptx\">Lecture-3-Cumulative Distribution Function<\/a>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0<a href=\"https:\/\/coadec.uobaghdad.edu.iq\/wp-content\/uploads\/sites\/9\/2019\/05\/Lecture-8.pptx\">Lecture-8-Continuous Uniform Distribution<\/a><\/p>\n<p dir=\"ltr\"><a href=\"https:\/\/coadec.uobaghdad.edu.iq\/wp-content\/uploads\/sites\/9\/2019\/05\/Lecture-4.pptx\">Lecture-4-Mathematical Expectation<\/a>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0<a href=\"https:\/\/coadec.uobaghdad.edu.iq\/wp-content\/uploads\/sites\/9\/2019\/05\/Lecture-9.pptx\">Lecture-9-Normal Distribution<\/a><\/p>\n<p dir=\"ltr\"><a href=\"https:\/\/coadec.uobaghdad.edu.iq\/wp-content\/uploads\/sites\/9\/2019\/05\/Lecture-5.pptx\">Lecture-5-The Moment Generating Function<\/a>\u00a0 \u00a0 \u00a0 \u00a0 <a href=\"https:\/\/coadec.uobaghdad.edu.iq\/wp-content\/uploads\/sites\/9\/2019\/05\/Lecture-10.pptx\">Lecture-10-Gamma Distribution<\/a><\/p>\n<p>[\/vc_column_text][\/vc_tta_section][vc_tta_section title=&#8221;Lectures of Dr. Asmaa Galib&#8221; tab_id=&#8221;1686119227973-62e88c41-0851&#8243;][vc_column_text css=&#8221;&#8221;]<\/p>\n<p style=\"text-align: center;\"><strong>Multivariate Analysis<\/strong><\/p>\n<p><a href=\"https:\/\/coadec.uobaghdad.edu.iq\/wp-content\/uploads\/sites\/9\/2019\/08\/Lecture-1.pptx\">Lecture-1-Matrix Algebra<\/a>\u00a0 \u00a0 \u00a0 \u00a0<a href=\"https:\/\/coadec.uobaghdad.edu.iq\/wp-content\/uploads\/sites\/9\/2019\/08\/Lecture-2.pptx\">Lecture-2-Linear Algebra<\/a><\/p>\n<p><a href=\"https:\/\/coadec.uobaghdad.edu.iq\/wp-content\/uploads\/sites\/9\/2019\/08\/Lecture-3.pptx\">Lecture-3-Linear independent vectors<\/a>\u00a0 \u00a0 \u00a0 \u00a0<a href=\"https:\/\/coadec.uobaghdad.edu.iq\/wp-content\/uploads\/sites\/9\/2019\/08\/Lecture-4.pptx\">Lecture-4-Linear Algebra<\/a><\/p>\n<p><a href=\"https:\/\/coadec.uobaghdad.edu.iq\/wp-content\/uploads\/sites\/9\/2019\/08\/Lecture-5.pptx\">Lecture-5-Characteristic roots &amp; characteristic vectors of a matrix<\/a>\u00a0 \u00a0 \u00a0 \u00a0<a href=\"https:\/\/coadec.uobaghdad.edu.iq\/wp-content\/uploads\/sites\/9\/2019\/08\/Lecture-6.pptx\">Lecture-6-Partitioned Matrices<\/a><\/p>\n<p><a href=\"https:\/\/coadec.uobaghdad.edu.iq\/wp-content\/uploads\/sites\/9\/2019\/08\/Lecture-7.pptx\">Lecture-7-Differentiation with Vectors and Matrices<\/a>\u00a0 \u00a0 \u00a0 \u00a0<a href=\"https:\/\/coadec.uobaghdad.edu.iq\/wp-content\/uploads\/sites\/9\/2019\/08\/Lecture-8.pptx\">Lecture-8-Determination of Maxima and Minima Maximization (Q.F.)<\/a><\/p>\n<p><a href=\"https:\/\/coadec.uobaghdad.edu.iq\/wp-content\/uploads\/sites\/9\/2019\/08\/Lecture-9.pptx\">Lecture-9-Multivariate Normal Distribution (MVN)<\/a>\u00a0 \u00a0 \u00a0 \u00a0<a href=\"https:\/\/coadec.uobaghdad.edu.iq\/wp-content\/uploads\/sites\/9\/2019\/08\/Lecture-10.pptx\">Lecture-10-Some Characteristic Multivariate Normal Distribution<\/a>[\/vc_column_text][\/vc_tta_section][vc_tta_section title=&#8221;Lectures of Dr. Nabila Abdel Hadi&#8221; tab_id=&#8221;1747895867158-68c8b080-b4b5&#8243;][vc_column_text css=&#8221;&#8221;]<a href=\"https:\/\/coadec.uobaghdad.edu.iq\/wp-content\/uploads\/sites\/9\/2019\/08\/Lecture-1-2019.pptx\">Lecture-1-Indefinite Integral<\/a>\u00a0 \u00a0 \u00a0 \u00a0<a href=\"https:\/\/coadec.uobaghdad.edu.iq\/wp-content\/uploads\/sites\/9\/2019\/08\/Lecture-2-2019.pptx\">Lecture-2-Integration by Using Long Polynomial Division<\/a><\/p>\n<p><a href=\"https:\/\/coadec.uobaghdad.edu.iq\/wp-content\/uploads\/sites\/9\/2019\/08\/Lecture-3-2019.pptx\">Lecture-3-Integrals involving Trigonometric Functions<\/a>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0<a href=\"https:\/\/coadec.uobaghdad.edu.iq\/wp-content\/uploads\/sites\/9\/2019\/08\/Lecture-4-2019.pptx\">Lecture-4-Integration by Substitution<\/a><\/p>\n<p><a href=\"https:\/\/coadec.uobaghdad.edu.iq\/wp-content\/uploads\/sites\/9\/2019\/08\/Lecture-5-2019.pptx\">Lecture-5-Integration Using Trigonometric Identities<\/a>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0<a href=\"https:\/\/coadec.uobaghdad.edu.iq\/wp-content\/uploads\/sites\/9\/2019\/08\/Lecture-6-2019.pptx\">Lecture-6-Methods of Integration<\/a><\/p>\n<p><a href=\"https:\/\/coadec.uobaghdad.edu.iq\/wp-content\/uploads\/sites\/9\/2019\/08\/Lecture-7-2019.pptx\">Lecture-7-Definite Integral<\/a>\u00a0 \u00a0 \u00a0 \u00a0\u00a0<a href=\"https:\/\/coadec.uobaghdad.edu.iq\/wp-content\/uploads\/sites\/9\/2019\/08\/Lecture-8-2019.pptx\">Lecture-8-Area Under a Curve<\/a><\/p>\n<p><a href=\"https:\/\/coadec.uobaghdad.edu.iq\/wp-content\/uploads\/sites\/9\/2019\/08\/Lecture-9-2019.pptx\">Lecture-9-Area between curves<\/a>\u00a0 \u00a0 \u00a0 \u00a0<a href=\"https:\/\/coadec.uobaghdad.edu.iq\/wp-content\/uploads\/sites\/9\/2019\/08\/Lecture-10-2019.pptx\">Lecture-10-Double Integrals<\/a>[\/vc_column_text][\/vc_tta_section][\/vc_tta_accordion][\/vc_column][vc_column width=&#8221;1\/2&#8243;][vc_tta_accordion style=&#8221;outline&#8221; shape=&#8221;round&#8221; color=&#8221;blue&#8221; spacing=&#8221;2&#8243; gap=&#8221;2&#8243; c_align=&#8221;center&#8221; c_icon=&#8221;chevron&#8221; c_position=&#8221;right&#8221; active_section=&#8221;0&#8243;][vc_tta_section title=&#8221;Lectures of Dr. Munaf Yousif&#8221; tab_id=&#8221;1695188940290-ee9bd1ee-a3fb&#8221;][vc_column_text]<a href=\"https:\/\/en.coadec.uobaghdad.edu.iq\/wp-content\/uploads\/sites\/100\/2023\/09\/Dr.-Munaf-Yousif-Lect.-1-Smoothing-Tech.pdf\">Dr. Munaf Yousif Lect. 1 Smoothing Tech<\/a><\/p>\n<p>[\/vc_column_text][\/vc_tta_section][vc_tta_section title=&#8221;Lectures of Dr. Mohammed Jasim&#8221; tab_id=&#8221;1683523300682-dc0a060c-5c80&#8243;][vc_column_text]<\/p>\n<p dir=\"ltr\"><span style=\"color: #ff0000;\">Phd. statistics \/ Fuzzy statistics<br \/>\n<\/span><\/p>\n<p dir=\"ltr\"><a href=\"https:\/\/coadec.uobaghdad.edu.iq\/wp-content\/uploads\/sites\/9\/2019\/09\/Fuzzy-Statistics-Ch1.pdf\" target=\"_blank\" rel=\"noopener\">Fuzzy Statistics Ch1<\/a><\/p>\n<p dir=\"ltr\"><a href=\"https:\/\/coadec.uobaghdad.edu.iq\/wp-content\/uploads\/sites\/9\/2019\/09\/Fuzzy-Statistics-Ch2_A-fuzzy-number.pdf\" target=\"_blank\" rel=\"noopener\">Fuzzy Statistics Ch2_A fuzzy number<\/a><\/p>\n<p dir=\"ltr\"><a href=\"https:\/\/coadec.uobaghdad.edu.iq\/wp-content\/uploads\/sites\/9\/2019\/09\/Fuzzy-Statistics-Ch4_Estimate-M-Variance-Unknown.pdf\" target=\"_blank\" rel=\"noopener\">Fuzzy Statistics Ch4_Estimate M, Variance Unknown<\/a><\/p>\n<p dir=\"ltr\"><a href=\"https:\/\/coadec.uobaghdad.edu.iq\/wp-content\/uploads\/sites\/9\/2019\/09\/Fuzzy-Statistics-Ch5_Estimate-p-Binomial-Population.pdf\" target=\"_blank\" rel=\"noopener\">Fuzzy Statistics Ch5_Estimate p, Binomial Population<\/a><\/p>\n<p dir=\"ltr\"><a href=\"https:\/\/coadec.uobaghdad.edu.iq\/wp-content\/uploads\/sites\/9\/2019\/09\/Fuzzy-Statistics-Ch6_Estimate-Variance-from-a-Normal-Population.pdf\" target=\"_blank\" rel=\"noopener\">Fuzzy Statistics Ch6_Estimate Variance from a Normal Population<\/a><\/p>\n<p dir=\"ltr\"><a href=\"https:\/\/coadec.uobaghdad.edu.iq\/wp-content\/uploads\/sites\/9\/2019\/09\/Fuzzy-Statistics-Ch7-9_Estimate-M1-M2.pdf\" target=\"_blank\" rel=\"noopener\">Fuzzy Statistics Ch7-9_Estimate M1-M2<\/a><\/p>\n<p dir=\"ltr\"><a href=\"https:\/\/coadec.uobaghdad.edu.iq\/wp-content\/uploads\/sites\/9\/2019\/09\/Fuzzy-Statistics-Ch10-11-Estimate-P1-P2.pdf\" target=\"_blank\" rel=\"noopener\">Fuzzy Statistics Ch10-11 \u2013 Estimate P1- P2<\/a><\/p>\n<p dir=\"ltr\"><a href=\"https:\/\/coadec.uobaghdad.edu.iq\/wp-content\/uploads\/sites\/9\/2019\/09\/Fuzzy-Statistics-Ch21-Fuzzy-Regression-when-input-data-are-fuzzy.pdf\" target=\"_blank\" rel=\"noopener\">Fuzzy Statistics Ch21-Fuzzy Regression -when input data are fuzzy<\/a><\/p>\n<h4 class=\"tw-data-text tw-text-large tw-ta\" dir=\"ltr\" data-placeholder=\"\u0627\u0644\u062a\u0631\u062c\u0645\u0629\"><span class=\"Y2IQFc\" lang=\"en\">Statistics Diploma \/ Geographic information systems<\/span><\/h4>\n<p dir=\"ltr\"><a href=\"https:\/\/coadec.uobaghdad.edu.iq\/wp-content\/uploads\/sites\/9\/2019\/09\/ArcGIS-Layer-properties-Join-Relates.pdf\" target=\"_blank\" rel=\"noopener\">ArcGIS Layer properties Join &amp;amp; Relates<\/a><\/p>\n<p dir=\"ltr\"><a href=\"https:\/\/coadec.uobaghdad.edu.iq\/wp-content\/uploads\/sites\/9\/2019\/09\/ArcGIS-Layer-properties-Symbology.pdf\" target=\"_blank\" rel=\"noopener\">ArcGIS Layer properties Symbology<\/a><\/p>\n<p dir=\"ltr\"><a href=\"https:\/\/coadec.uobaghdad.edu.iq\/wp-content\/uploads\/sites\/9\/2019\/09\/ArcGIS-Tables-Properties.pdf\" target=\"_blank\" rel=\"noopener\">ArcGIS Tables Properties<\/a><\/p>\n<p dir=\"ltr\"><a href=\"https:\/\/coadec.uobaghdad.edu.iq\/wp-content\/uploads\/sites\/9\/2019\/09\/ArcGIS-Maps.pdf\" target=\"_blank\" rel=\"noopener\">ArcGIS Maps<\/a><\/p>\n<pre dir=\"ltr\"><a href=\"https:\/\/coadec.uobaghdad.edu.iq\/wp-content\/uploads\/sites\/9\/2019\/09\/ArcGIS-Selection.pdf\" target=\"_blank\" rel=\"noopener\">ArcGIS Selection<\/a><\/pre>\n<p>[\/vc_column_text][\/vc_tta_section][vc_tta_section title=&#8221;Lectures of Dr. Entsar Arebe&#8221; tab_id=&#8221;1683523684707-64b22ddf-ce03&#8243;][vc_column_text css=&#8221;&#8221;]<a href=\"https:\/\/coadec.uobaghdad.edu.iq\/wp-content\/uploads\/sites\/9\/2019\/08\/CHAPTER-One.pptx\">CHAPTER-One-Introduction To Probability Theory<\/a><\/p>\n<p><a href=\"https:\/\/coadec.uobaghdad.edu.iq\/wp-content\/uploads\/sites\/9\/2019\/08\/Chapter-Three.pptx\">Chapter-Three-Continuous Distributions<\/a>[\/vc_column_text][\/vc_tta_section][\/vc_tta_accordion][\/vc_column][\/vc_row][vc_row][vc_column][vc_raw_js]JTNDc2NyaXB0JTNFJTIwdmFyJTIwdHJhbnNfcGFnZSUzRCUyMjE1MDU3JTIyJTNCJTIwJTNDJTJGc2NyaXB0JTNF[\/vc_raw_js][\/vc_column][\/vc_row]<\/p>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>[vc_row css=&#8221;.vc_custom_1683522909197{border-radius: 16px !important;}&#8221;][vc_column width=&#8221;1\/2&#8243;][vc_tta_accordion style=&#8221;outline&#8221; shape=&#8221;round&#8221; color=&#8221;blue&#8221; spacing=&#8221;2&#8243; gap=&#8221;2&#8243; c_align=&#8221;center&#8221; &#8230; <\/p>\n","protected":false},"author":12,"featured_media":3395,"parent":3406,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_lmt_disableupdate":"no","_lmt_disable":"","footnotes":""},"class_list":["post-1565","page","type-page","status-publish","has-post-thumbnail","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.7 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Lectures of the Teaching Staff of the Statistics Department - College of Administration and Economics<\/title>\n<meta name=\"description\" content=\"A page dedicated to publishing lectures and writings by the Statistics Department\u2019s faculty members, directed to undergraduate and graduate.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" 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