{"id":42600,"date":"2026-02-18T08:16:22","date_gmt":"2026-02-18T08:16:22","guid":{"rendered":"https:\/\/uomosul.edu.iq\/en\/computerscience\/?p=42600"},"modified":"2026-02-18T08:16:32","modified_gmt":"2026-02-18T08:16:32","slug":"1-515","status":"publish","type":"post","link":"https:\/\/uomosul.edu.iq\/en\/computerscience\/2026\/02\/18\/1-515\/","title":{"rendered":"master\u2019s thesis by &#8221; Statistics and informatics\u00a0 &#8221; Department\u00a0"},"content":{"rendered":"<p>&nbsp;<\/p>\n<p>Discussion master\u2019s thesis in the College of Computer Science and Mathematics -Department of (\u00a0 Statistics and informatics ) entitled: Methods for estimating the rank of Markov chains with application<\/p>\n<p>supervised by \u00a0Dr.\u00a0 Zeina Mudar Yahya<\/p>\n<p>The thesis addressed : the study and analysis of Markov chains as a statistical tool for modeling genetic data related to breast cancer, focusing on determining the optimal &#8220;order&#8221; of these chains<\/p>\n<p>The study addressed\u00a0 : reviewing and comparing a range of statistical methods and criteria for rank estimation, such as the maximum likelihood method, the chi-square test, the Shannon Information Criterion, and the Akaki Information Criterion (AIC), in addition to analyzing the extracted genetic data.<\/p>\n<p>The study aims to: develop a systematic statistical framework that helps researchers determine the most accurate rank of Markov chains when dealing with breast cancer data .<\/p>\n<p>The discussion committee consists of<\/p>\n<p>Dr. Muthanna Subhi Suleiman\u00a0 (Chairman)<\/p>\n<p>Dr.\u00a0 Osama Bashir Shukr (Member)<\/p>\n<p>Dr . Bashar Abdul Aziz Majeed (Member)<\/p>\n<p>Dr. Zeina Mudar Yahya (Member and Supervisor)<\/p>\n","protected":false},"excerpt":{"rendered":"<p>&nbsp; Discussion master\u2019s thesis in the College of Computer Science and Mathematics -Department of (\u00a0 Statistics and informatics ) entitled: Methods for estimating the rank of Markov chains with application supervised by \u00a0Dr.\u00a0 Zeina Mudar Yahya The thesis addressed : the study and analysis of Markov chains as a statistical tool for modeling genetic data related to breast cancer, focusing on determining the optimal &#8220;order&#8221; of these chains The study addressed\u00a0 : reviewing and comparing a range of statistical methods and criteria for rank estimation, such as the maximum likelihood method, the chi-square test, the Shannon Information Criterion, and the Akaki <a href=\"https:\/\/uomosul.edu.iq\/en\/computerscience\/2026\/02\/18\/1-515\/\"> [Read More]<\/a><\/p>\n","protected":false},"author":24,"featured_media":42601,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[],"class_list":["post-42600","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-viva"],"_links":{"self":[{"href":"https:\/\/uomosul.edu.iq\/en\/computerscience\/wp-json\/wp\/v2\/posts\/42600","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/uomosul.edu.iq\/en\/computerscience\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/uomosul.edu.iq\/en\/computerscience\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/uomosul.edu.iq\/en\/computerscience\/wp-json\/wp\/v2\/users\/24"}],"replies":[{"embeddable":true,"href":"https:\/\/uomosul.edu.iq\/en\/computerscience\/wp-json\/wp\/v2\/comments?post=42600"}],"version-history":[{"count":1,"href":"https:\/\/uomosul.edu.iq\/en\/computerscience\/wp-json\/wp\/v2\/posts\/42600\/revisions"}],"predecessor-version":[{"id":42602,"href":"https:\/\/uomosul.edu.iq\/en\/computerscience\/wp-json\/wp\/v2\/posts\/42600\/revisions\/42602"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/uomosul.edu.iq\/en\/computerscience\/wp-json\/wp\/v2\/media\/42601"}],"wp:attachment":[{"href":"https:\/\/uomosul.edu.iq\/en\/computerscience\/wp-json\/wp\/v2\/media?parent=42600"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/uomosul.edu.iq\/en\/computerscience\/wp-json\/wp\/v2\/categories?post=42600"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/uomosul.edu.iq\/en\/computerscience\/wp-json\/wp\/v2\/tags?post=42600"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}