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jeasiq-2145
Comparison of Some Methods for Estimating Parameters of General Linear Model in Presence of Heteroscedastic Problem and High Leverage Points
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Linear regression is one of the most important statistical tools through which it is possible to know the relationship between the response variable and one variable (or more) of the independent variable(s), which is often used in various fields of science. Heteroscedastic is one of the linear regression problems, the effect of which leads to inaccurate conclusions. The problem of heteroscedastic may be accompanied by the presence of extreme outliers in the independent variables (High leverage points) (HLPs), the presence of (HLPs) in the data set result unrealistic estimates and misleading inferences. In this paper, we review some of the robust weighted estimation methods that accommodate both Robust and classical methods in the detection of extreme outliers (High leverage points) (HLPs) and the determination of weights. The methods include both Diagnostic Robust Generalized Potential Based on Minimum Volume Ellipsoid (DRGP (MVE)), Diagnostic Robust Generalized Potential Based on Minimum Covariance Determinant (DRGP (MCD)), and Diagnostic Robust Generalized Potential Based on Index Set Equality (DRGP (ISE)). The comparison was made according to the standard error criterion of the estimated parameters  SE ( ) and SE ( ) of general linear regression model, for sample sizes (n=60, n=100, n=160), with different degree (severity) of heterogeneity, and contamination percentage (HLPs) are (τ =10%, τ=30%). it was found through comparison that weighted least squares estimation based on the weights of the DRGP (ISE) method are considered the best in estimating the parameters of the multiple linear regression model because they have the lowest standard error values of the estimators ( ) and ( )  as compared to other methods.

Paper type: A case study

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Publication Date
Thu Jul 16 2020
Journal Name
مجلة حمورابي
انعكاسات تطور القوة المعلوماتية الامريكية في البيئة الداخلية
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The global globalization the world is experiencing has enabled international actors—states, international governmental and non-governmental organizations, such as liberation movements, international social movements, and even terrorist organizations—to use cyber power to achieve their goals. Therefore, this study discusses the impact of information power on the domestic environment of the United States.

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Publication Date
Thu Aug 27 2020
Journal Name
Arab Science Heritage Journal
بلاد ما وراء النهر في كتب الرحالة والجغرافيين
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Land beyond the river has the attention of historians, especially travelers and geographers of its various regions under the Islamic Arab state. They antedate the social and economic aspects, including agriculture, industry and trade in their products and goods to other countries and urbanism, which we will address in our research

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Publication Date
Sun Jul 03 2016
Journal Name
Journal Of Educational And Psychological Researches
توظيف الشخصية في القصيدة الجديدة/ حميد سعيد انوذجا
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This poem is regarded an important Harmonized structure in modern and Contemporary Culture to achieve aqualitative poem Comported with the other cultural structures inorder to discover the ego and aspiration in shaping distinctive voices.
The Iraqi poetry is affected tangibly by this poem because of the intellective vaccinating between Iraqi and Arab poets ingeneral and western cultures in particular as a result of the tranplahin movement and other important means.
The modern poet wood to ask some important characters to enrich his technician text inspite the fact that this is not a new way in Arab poetry but it takes avarant – criented to become outside the limits of rigid description within ongoing kinematic structure to be in

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Publication Date
Fri Feb 08 2019
Journal Name
Journal Of The College Of Education For Women
التدخل السوري في لبنان وإشكالیة العلاقة السوریة – اللبنانیة
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The relation ship between Syria and Lebanon is a distinguished one
because of the cultural social geographic and historical common factors. So
that, Syria considers that Lebanon has a stratieyical depth for it, especially its
conflict with (Israel) does end and parts of its lands still under the occupation
of the Zionist thus, any conflict in Lebanon between parties and ethnics
groups could be considered an important influence on the bases of the Syrian
policy. Moreover the issue of Palestine which is considered the central issue
for Syria and Arab as whole. In addition to some of the political movements
that happened in the region itself. It could be said that Syrian interference in
Lebanon has a positive infl

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Publication Date
Tue Mar 01 2016
Journal Name
المصرية للدراسات القانونية والاقتصادية
مدى تحقق المنافسة غير المشروعة في حق المؤلف
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Publication Date
Tue Jun 03 2003
Journal Name
Al-academy
التجليات الاقتصادية والثقافية والاعلامية للعولمة في العالم الثالث
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التجليات الاقتصادية والثقافية والاعلامية للعولمة في العالم الثالث

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Publication Date
Wed May 11 2022
Journal Name
د.زينب ميثم علي
الناقد مبدعاً ؛ دراسة في منظور يوسف اليوسف النقدي
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تتباين القراءة والكتابة من ناقد لآخر تبعا للموضوع الذي يتناوله، وطبيعة المادة، والمكونات المعرفية التي تؤسس فهمه، فمنهم الناقد التقليدي الذي يتبع السائد في نقده للمادة الفنية اما بالموافقة والتبني أو بالمغالطة والقدح، ومنهم الناقد المقلد الذي ينتخب اتجاها غربيا يرغب في تطبيقه على جزء من النصوص التي انتقاها، ومنهم الناقد الذي يتبع أفكاره ويدمجها مع النص ناقد مختلف يبحث في ما يذلل من قواعد، يحلل ويشرح وفقها

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Publication Date
Sun Jun 01 2008
Journal Name
Journal Of The College Of Languages (jcl)
הדמות הספורית בספור ה " שבוי " של ( ס' יזהר ) מאת ח'אלד ח'ירי חוסיו אלג'נבי
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נסיון השביה בספרות המלחמה העברית יותר מביעה למרחק בסיכולוגי אצל הלוחם העברי ,
אני מעמד מול הנושא הזה , כי אני כותב בהמחקר הזה נסיון השבוי והשפעתו בציור הדמות אצל
הסופר '' יזהר סמילנסקי ) 1916 – 2006 ( " , סופר עברי יליד ישראל , נודע בכינוי תספרותי '' ס .
יזהר " מחשובי היצורים בספרות דור הפלמ''ח בפרט ובספרות העברית והכללית . חתן פרס ישראל
לספרות לשנת ) 1959 ( – כידד הגשם דמות ה '' אני '' וה '' אנחנו '' לגלה את ספל השבוי היחיד כ

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Publication Date
Sat Jan 01 2005
Journal Name
Journal Of The College Of Languages (jcl)
LA TRANSGRESSION CHEZ RIMBAUD Lecture de I' aspect de Transgression dans Marine
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LA TRANSGRESSION CHEZ RIMBAUD Lecture de I' aspect de Transgression dans Marine

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Publication Date
Fri Sep 01 2006
Journal Name
Journal Of Accounting And Financial Studies ( Jafs )
نظام المعلومات المحاسبية ودوره في عملية اتخاذ القرارات
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يرجع تاريخ الاصلاحات الادارية إلى سبعينات القرن الماضي  ،ولاسيما الندوة التي عقدت لبحث العوامل المؤثرة في انخفاض الانتاجية عام 1976، وعملية ترشيق الاجهزة الادارية للدولة عام 1987.

            ان بحثنا الموسوم (نظام المعلومات المحاسبية ودوره في عملية اتخاذ القرارات) يتم عرضه في فرعين مترابطين، هما:

  • المحاسبة نظام معلومات.
  • الادارة صانعة للقرار.<

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