{"id":819,"date":"2023-05-28T08:52:23","date_gmt":"2023-05-28T08:52:23","guid":{"rendered":"https:\/\/en.coadec.uobaghdad.edu.iq\/?p=819"},"modified":"2023-05-28T09:18:13","modified_gmt":"2023-05-28T09:18:13","slug":"a-masters-thesis-in-field-of-statistics-tagged-with-estimating-logistical-regression-using-nonparametric-methods-with-application","status":"publish","type":"post","link":"https:\/\/en.coadec.uobaghdad.edu.iq\/?p=819","title":{"rendered":"a master\u2019s thesis in field of Statistics tagged with( Estimating logistical regression using nonparametric methods with application) was discussed"},"content":{"rendered":"<div class=\"wpb-content-wrapper\"><p>[vc_row][vc_column][vc_btn title=&#8221;Arabic&#8221; style=&#8221;3d&#8221; shape=&#8221;round&#8221; color=&#8221;info&#8221; size=&#8221;lg&#8221; align=&#8221;left&#8221; i_align=&#8221;right&#8221; i_icon_fontawesome=&#8221;fas fa-angle-double-right&#8221; add_icon=&#8221;true&#8221; link=&#8221;url:https%3A%2F%2Fcoadec.uobaghdad.edu.iq%2F%3Fp%3D37978&#8243;][vc_column_text]<\/p>\n<p dir=\"ltr\" style=\"text-align: justify;\">The College of Administration and Economics at the University of Baghdad discussed a master\u2019s thesis in field of\u00a0 Statistics by the student (Narjes Bassem Khalaf\u00a0) and tagged with (Estimating logistical regression using nonparametric methods with application ) ,\u00a0 Under supervision of ( Prof.\u00a0 Dr. leqaa Ali Mohammed)<\/p>\n<p dir=\"ltr\" style=\"text-align: justify;\">The regression model is one of the most important statistical methods in analyzing data and describing the relationship between variables, so if we have a data set in which the response variable (Y) is measured in more than one way, it is quantitative or binary (0, 1) (healing, disease) (death, life), then there the logistic model is the optimal and most appropriate model, but this model varies according to the nature of the illustrative variables, if they are of a certain distribution and have a linear relationship with the dependent variable, the parametric logistic regression model was more appropriate. It is often the lack of data to these strict conditions, which drives them to search for another model represented by the nonparametric logistic regression model through the use of non-parametric estimation method represented by the methods of (kernel), slice (spline), Local Scoring Algorithm (LSA), Local Likelihood Logit Algorithm (LL) and mixed method (LBS), through the experimental side we concluded that the best estimation methods are the (LBS) method based on the comparison criterion Mean squares of error MSE, through the applied study that was carried out By studying lymphocytic leukemia, we found that when employing the best.<\/p>\n<p dir=\"ltr\" style=\"text-align: justify;\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-821 size-full\" src=\"https:\/\/en.coadec.uobaghdad.edu.iq\/wp-content\/uploads\/sites\/100\/2023\/05\/\u0646\u0631\u062c\u0633-\u0628\u0627\u0633\u0645-\u062e\u0644\u0641.jpg\" alt=\"\" width=\"960\" height=\"720\" srcset=\"https:\/\/en.coadec.uobaghdad.edu.iq\/wp-content\/uploads\/sites\/100\/2023\/05\/\u0646\u0631\u062c\u0633-\u0628\u0627\u0633\u0645-\u062e\u0644\u0641.jpg 960w, https:\/\/en.coadec.uobaghdad.edu.iq\/wp-content\/uploads\/sites\/100\/2023\/05\/\u0646\u0631\u062c\u0633-\u0628\u0627\u0633\u0645-\u062e\u0644\u0641-300x225.jpg 300w, https:\/\/en.coadec.uobaghdad.edu.iq\/wp-content\/uploads\/sites\/100\/2023\/05\/\u0646\u0631\u062c\u0633-\u0628\u0627\u0633\u0645-\u062e\u0644\u0641-768x576.jpg 768w, https:\/\/en.coadec.uobaghdad.edu.iq\/wp-content\/uploads\/sites\/100\/2023\/05\/\u0646\u0631\u062c\u0633-\u0628\u0627\u0633\u0645-\u062e\u0644\u0641-600x450.jpg 600w\" sizes=\"auto, (max-width: 960px) 100vw, 960px\" \/><\/p>\n<p>[\/vc_column_text][\/vc_column][\/vc_row]<\/p>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>[vc_row][vc_column][vc_btn title=&#8221;Arabic&#8221; style=&#8221;3d&#8221; shape=&#8221;round&#8221; color=&#8221;info&#8221; size=&#8221;lg&#8221; align=&#8221;left&#8221; i_align=&#8221;right&#8221; i_icon_fontawesome=&#8221;fas fa-angle-double-right&#8221; add_icon=&#8221;true&#8221; link=&#8221;url:https%3A%2F%2Fcoadec.uobaghdad.edu.iq%2F%3Fp%3D37978&#8243;][vc_column_text] The College of Administration and Economics at the &#8230; <\/p>\n","protected":false},"author":12,"featured_media":822,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_lmt_disableupdate":"yes","_lmt_disable":"","footnotes":""},"categories":[4],"tags":[],"class_list":["post-819","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-discussion"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v25.8 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>a master\u2019s thesis in field of Statistics tagged with( Estimating logistical regression using nonparametric methods with application) was discussed - College of Administration and Economics %<\/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:\/\/en.coadec.uobaghdad.edu.iq\/?p=819\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"a master\u2019s thesis in field of Statistics tagged with( Estimating logistical regression using nonparametric methods with application) was discussed - College of Administration and Economics %\" \/>\n<meta property=\"og:description\" content=\"[vc_row][vc_column][vc_btn title=&#8221;Arabic&#8221; style=&#8221;3d&#8221; shape=&#8221;round&#8221; color=&#8221;info&#8221; size=&#8221;lg&#8221; align=&#8221;left&#8221; i_align=&#8221;right&#8221; i_icon_fontawesome=&#8221;fas fa-angle-double-right&#8221; add_icon=&#8221;true&#8221; link=&#8221;url:https%3A%2F%2Fcoadec.uobaghdad.edu.iq%2F%3Fp%3D37978&#8243;][vc_column_text] The 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