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jeasiq-1749
Comparison of some robust methods in the presence of problems of multicollinearity and high leverage points
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Abstract

The multiple linear regression model of the important regression models used in the analysis for different fields of science Such as business, economics, medicine and social sciences high in data has undesirable effects on analysis results . The multicollinearity is a major problem in multiple linear regression. In its simplest state, it leads to the departure of the model parameter that is capable of its scientific properties, Also there is an important problem in regression analysis is the presence of high leverage points in the data have undesirable effects on the results of the analysis , In this research , we present some of the robust methods in the multiple linear regression model These methods include the (Jackknife Ridge regression) methods based on the (MM) estimator and the (GM2) estimator (Modified Generalized M-estimator) . Using the Monte Carlo simulation, the two methods were compared in accordance with the comparison criterion, the mean squares error (MSE) and sample sizes  (n = 20, n = 50, n = 100) and different pollution ratios (τ = 5%, 15%) , The comparison shows that (RJGM2) is the best method for estimating the parameters of the multiple linear regression model, which has the lowest value for mean squares error (MSE) compared with the rest of the other estimations.

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Publication Date
Wed Jun 07 2023
Journal Name
Journal Of Educational And Psychological Researches
Omani Second-Cycle Students’ Motivations for Electronic Games
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The current study aims to investigate the second cycle students’ motives for using electronic games in Oman. The sample consisted of (570) students, (346 males and 224 females). The participants completed an open-ended question which was analyzed based on ground theory. The results showed that (46.820%) of the males and (77.678) of the females played electronic games for pleasure, entertainment, and fun. This first category of motivation got the highest percentage of frequency (58.947%). The motive to become a hacker, a popular YouTuber got the lowest percentage (2.280%). Other students’ motives toward playing electronic games included: filling the leisure time, overcoming boredom, feeling adventures, getting science fiction and chal

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Publication Date
Sun Jul 03 2005
Journal Name
Political Sciences Journal
عرض اطاريح ورسائل (الامم المتحدة وقضايا التنمية في العالم الثالث)
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الامم المتحدة وقضايا التنمية في العالم الثالث

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Publication Date
Sat Jan 05 2019
Journal Name
Journal Of Planner And Development
التفاوت التنموي المكاني في العراق بمقاييس تنموية مقترحة واليات مواجهته
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Publication Date
Mon Oct 15 2018
Journal Name
Arab Science Heritage Journal
الجذور الجذور التاريخية للمكتبات ودورها في صناعة الحضارة العربية الإسلامية
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Libraries were and still are the source of science and knowledge in schools, universities and science houses. Therefore, it is a must to briefly display Libraries’

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Publication Date
Sun Jan 17 2021
Journal Name
Arab Science Heritage Journal
المبادرة في عهد الامام علي بن ابي طالب (عليه السلام )
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    Thank Allah and prayers on the Prophet Mohammed the man of truth and honest (PBUH).

The initiations in the role of Imam Ali (PBUH) is considered among the important initiations in Islamic thinking .It is considered the way to invest the conditions that the individual in the light of it can reach to make gains and achievements

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Publication Date
Fri Feb 08 2019
Journal Name
Journal Of The College Of Education For Women
تداعیات ظاھرة الفساد المالي والاداري على حقوق الانسان في العراق
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The kinds of financial and administrational corruption have an important
dimensions and affects on human rights because of all events which happened in the world
made tackles concerning with this phenomena.
This article has been researched about an impacts of it to the nature of structural
social system especially its scopes items in institutionally and politically and economically
and culturally to be an obvious in all fields.
This phenomena should be studied carefully in order to put all remedies required
for set up with measures and procedures such as following :
1-the dependency on respecting all laws in the country.
2-the work with principles of accountability transparency in pro-active cooperation level.<

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Publication Date
Fri Aug 31 2018
Journal Name
مجلة العلوم النغسية
أثر استراتيجية تعليمية في تحصيل مادة العلوم لطلاب الاول المتوسط
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ن الهدف من هذا البحث هو معرفة أثر إستراتيجية تعليمية في تحصيل مادة العلوم لدى طلاب الصف الاول المتوسط. ولتحقيق هدف البحث صاغ الباحثان الفرضية الآتية: لا توجد فروق ذو دلالة إحصائية عند مستوى (0,05) بين متوسط درجات طلاب المجموعة التجريبية الذين يدرسون مادة العلوم وفق إستراتيجية تعليمية وبين متوسط درجات طلاب المجموعة الضابطة الذين يدرسون المادة نفسها بالطريقة التقليدية في اختبار التحصيل. بلغت عينة البحث (59) طالبا

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Publication Date
Tue Oct 06 2020
Journal Name
College Of Islamic Sciences
الواقع الحربي أثر الواقعة الحربية في قصيدة عصر صدر الإسلام
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المؤلف / د. محمود أحمد شاكر غضيب تدريسي في جامعة بغداد / كلية العلوم الإسلامية / قسم اللغة العربية / حاصل على شهادة الدكتوراه عام 2019 في الادب العربي الإسلامي

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Publication Date
Mon Feb 04 2019
Journal Name
Journal Of The College Of Education For Women
مبنى القافية واثره الاسلوبي في ديوان (الجداول) لايليا ابو ماضي
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Publication Date
Mon Jan 07 2019
Journal Name
Arab Science Heritage Journal
مرويات أبو حنيفة الدنيوري عن النبات في معجم لسان العرب
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        يأخذ هذا النوع من الدراسات أهميته في مجال الدراسات التاريخية لاسيما انه يقوم على أساس البحث والتقصي عن بعض الظواهر في المعاجم كونها  تمثل المصدر الأساسي الذي وجدنا فيه الجزء الأعظم من  تلك المادة المفقودة لكتاب النبات لابو حنيفة الدينوري.

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