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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 Jan 23 2020
Journal Name
Journal Of Accounting And Financial Studies ( Jafs )
تأثير التسويق الالكتروني في عناصر المزيج التسويقي للخدمة التأمينية
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The emergence of e-marketing to make the world a small village does not comply with barriers, the place nor the time, which led to the transformation of marketing in various service sectors, regional and international general and the insurance sector, especially from traditional marketing to electronic marketing, bringing e-marketing of insurance services is the effective tool to achieve for growth, was able to jump to the overall marketing efforts to the contemporary trends in line with the current and its variables, and this significant acceleration in technological development has made insurance companies are racing to offer their insurance services on the latest applications of modern technology through multiple sites on the Internet

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Publication Date
Tue Jan 28 2020
Journal Name
Journal Of Accounting And Financial Studies ( Jafs )
متطلبـــات تدقيــق عمليـــات التجارة الالكترونيــــة في ضـــوء معاييـــــر التدقيـــق
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            في ظل التطورات التقنية التي حدثت خلال السنوات القليلة الماضية ومحاولة الإستفادة من تطور هذه التقنيات في مختلف مجالات الحياة، سعى العديد من منظمات الأعمال ـ بمختلف نشاطاتها وهياكلها القانونية ـ لتوظيف أعمالها بالإستفادة من تقنيات المعلومات ـ بمختلف أنواعهاـ وظهر مفهوم جديد في التعاملات أطلق عليه "التجارة الإلكترونية".وبما أن أية وحدة اقتصادية تعمل ضمن نظام مفتوح يؤثر و

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Publication Date
Thu Aug 27 2020
Journal Name
Arab Science Heritage Journal
دراسة الوعي اللغوي في الخطاب القانوني محاكم العراق أنموذجًا
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The legal text in the language of civil law, constitutional law, language of judges, and legal profession is concerned with a legal language and words that are coherently significant

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Publication Date
Sat Feb 09 2019
Journal Name
Journal Of The College Of Education For Women
طرافة التخییل بحسن التعلیل في الشعر الاندلسي دراسة تحلیلیة
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Of good reasoning (the art of unique moral turn him poets of Andalusia in
poetry verse emitter myself, and to achieve a very technical. Either the emitter is
related to the nature of the environment and the composition of personal Andalusia
of appetite for life and interaction with the legibility beautiful, and it was (wit)
feature in them even said they are charming as Bagdad ions , and either art, it made
them this color to show their ability intellectual in the search for bugs, and
stimulate their imaginations in a contract equations in the interpretation and find
justifications for the ideas and meanings Exaggeratedly times, and especially in the
purpose of praise, and novelty in many cases, as in the spinning

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Publication Date
Sun Jan 01 2012
Journal Name
Journal Of The College Of Languages (jcl)
Der dass-Satz und Infinitivsatz im Deutschen und Arabischen
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Bekanntlich hat jede Sprache ihre eigenen charakteristischen Besonderheiten. Davon ausgehend gibt es auch gewisse Unterschiede zwischen dem Arabischen und dem Deutschen. Zu den wichtigsten Gebieten der deutschen Grammatik gehören die zusammengesetzten Sätze, vor allem Satzgefüge mit den über- und untergeordneten Sätzen. Dazu gehören auch die Äquivalente der Nebensätze, besonders die Infinitiv- und Partizipialkonstruktionen.

Die vorliegende Recherche hat eine der grammatischen Strukturen des Arabischen und des Deutschen nämlich die dass-Sätze und Infintivsätze mit zu und deren Wiedergabemöglichkeiten in den beiden Sprachen zum Inhalt, weil die Infinitivsätze mit zu den Deutschlernenden beson

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Publication Date
Tue Sep 27 2022
Journal Name
Arab Science Heritage Journal
قضية قانونية من العهد الاشوري القديم في بلاد الأناضول
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  Assyrian merchants established in the second millennium BC Assyrian commercial settlements in Anatolia, and these settlements had a great cultural value

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Publication Date
Sun Feb 03 2019
Journal Name
Journal Of The College Of Education For Women
سياسة التنمية الاقليمية ودورها في نشوء المستقرات البشرية وتطورها
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Publication Date
Sun Jul 03 2005
Journal Name
Political Sciences Journal
البنية الاقتصادية الاجتماعية للادارة الجديدة في الولايات المتحدة الامريكية
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البنية الاقتصادية الاجتماعية للادارة الجديدة في الولايات المتحدة الامريكية

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Publication Date
Fri Feb 08 2019
Journal Name
Journal Of The College Of Education For Women
العنف ضد المرأة دراسة میدانیة في مدینة بغداد / الكرخ
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Violence can be identified as an outreaching on others’ dignity,
freedom, properties, and life. Therefore, violent actions cannot be determined
only on materialistic attacks such as killing, beating, robbery, rape, and civil
wars, but it also includes the verbal attacks such as insult, threat, and cursing.
Violence against women can be identified as any bad actions that are
done against women, which lead to a physical or psychological harm, and
invade their safety and freedom whether these actions come from men or
women, against one woman or a group of women in special and general
places.
Before, the social, historical and lawful manners concentrated on
sexual distinction between the men and a woman, which

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Publication Date
Thu Dec 27 2018
Journal Name
Arab Science Heritage Journal
نبذة عن معاني الحروف في العربية دراسة توثيقية نحوية
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اهتمام العلماء العرب بالحروف مبينين معانيه موضحين مقاصده 

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