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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
Sun Jun 01 2008
Journal Name
مجلة كلية العلوم الاسلامية
الرثاء في شعر حافظ ابراهيم دراسة فنية موضوعية
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يعد الرثاء أساساً من أسس الموروث الشعري العربي، وهو باب من أبواب الشعر الرئيسة. وقد وجد الإنسان فيه بغيته في التعبير عن مكنون نفسه ساعة تكتظ بالألم، ومنفذاً يخرج منه لواعجه وأشجانه إلى الخارج في شكل تعبيري يحرر الدمعة، ويعاتب الموت. والرثاء غرض متطور ينمو مع نمو المجتمع والحياة ويسجل التغيير الذي يحصل في كل مرحلة من مراحل التاريخ، وهو نتيجة مهمة من نتائج اصطدام الشاعر بالحياة والأحداث. لهذا وقع اختياري على شع

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Publication Date
Thu Jan 23 2020
Journal Name
Journal Of Accounting And Financial Studies ( Jafs )
دور الحوكمة في تحسين الأداء الاستراتيجي للإدارة الضريبية
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:  The objective of this research is to demonstrate the possibility of applying the principles of corporate governance in the General Authority for taxes, as the goal to identify the basic requirements for the application of the principles of corporate governance in the GCT with an indication of the role of governance in improving the strategic performance of tax administration. The research was based in part applied to the analysis of the results form questionnaire designed to achieve the goal of the research .                           

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Publication Date
Wed Jun 01 2011
Journal Name
Journal Of The College Of Languages (jcl)
Социальные аспекты словообразовательных процессов в современном русском языке начала XXI века
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По мнению ученых, исследующих современные деривационные процессы, „начиная со второй половины XX в., активизируются новые социолингвистические и коммуникативные факторы”, определяющие специфику современного словотворчества в ряде типологически близких славянских языков [Нещименко 2010: 39]. В результате возросшего влияния масс-медиа на коллективное сознание носителей языка, на существующий вербальный

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Publication Date
Thu Jul 29 2021
Journal Name
Arab Science Heritage Journal
مدرسو مدارس بغداد في كتاب طبقات الفقهاء للشيرازي
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The book Tabaqat al-Faqih by Abu Ishaq al-Shirazi (d. 174 AH / 4801 CE) is considered one of the important sources and dates back to the fifth century AH

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Publication Date
Sun Jun 18 2023
Journal Name
Arab Science Heritage Journal
الإمام الرُّعيني (ت 476هـ) وأثره في كتب القراءات
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It is known that the distinguished scholar and writers in any kind of science leave an important impact on those who come after them, so they are an indispensable source in that science that draws from them who is later in time than them, and this is what we have seen in this research; The scholar Muhammad bin Shuraih al-Ra’ini (d.476 AH) and his book          (Al-Kafi in the Seven Readings) were admired by everyone who wrote about the readings after him. The great scholars of the readings, such as Ibn al-Bathish (d. 540 AH), Ibn al-Jazari (d. 833 AH), and Ibn al-Banna’ did not dispense with him. (d.1117 AH) in terms of reading, isnad, and the way of narration, their books were full of men

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Publication Date
Wed Mar 30 2022
Journal Name
Arab Science Heritage Journal
قراءة في المصدر واسم المصدر على وفق الاستعمال
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   What linguists mentioned about the infinitive and its use in the linguistic levels of speech, whether with its verb, or what was mentioned in the difference between the infinitive and the noun of the source, are matters that are related to the phenomenon of hearing in speech, a need necessitated by the nature of the linguistic law

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Publication Date
Tue Sep 27 2022
Journal Name
Arab Science Heritage Journal
كتب الخطط في مصر حتى نهاية العصر المملوكي
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Books of plans are a type of writing in Islamic history , its a type of work whose authors have strived to serve as a comprehensive historical encyclopedia, and they focused most of their attention on highlighting the various aspects of the history of Egypt

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Publication Date
Mon Jan 07 2013
Journal Name
Journal Of Educational And Psychological Researches
استراتيجية الاكتشاف الموجه وأثرها في مهارات التواصل الرياضي
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  • Aim of the current research is to know the impact of guided discovery strategy sports communication skills among students in first grade average in mathematics.
  • , Consisted sample of (58) a student from a school Baghdad Rusafa, divided in two groups, one experimental studied according to strategy discovery The second group studied the traditional way, the researchers built search tool (test communication skills sports), and using a number of statistical methods including : -
  • Test (t - test) was used to independent samples to examine the match Mediterranean experimental and control groups and tested Levin (Leven - test
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Publication Date
Tue Dec 11 2018
Journal Name
Arab Science Heritage Journal
غربة غربة الشعراء المشردين وحنينهم في العصر الجاهلي
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Alienation, and Westernization and away, whether forcibly sense exile or voluntary in the sense of migration, it will generate nostalgia, and a sense of overwhelming homesickness spatial or alienation spiritual (emotional) and perhaps alienation resulting from exile or forced deportation by the authority

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Publication Date
Sun Dec 23 2018
Journal Name
Arab Science Heritage Journal
دور دور الخلافة العباسية في تقوية النشاط التجاري
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The role of the Abbasid Caliphate in strengthening the business with the Indian subcontinent and development. Came upon Baghdad and the shift of succession to Iraq in the forefront of efforts made by the Abbasids to revive the trade with Eastern countries, given that the commercial was targeted among other factors,'s location in Iraq amid the ancient world among the countries of Turk

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