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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
Mon Sep 25 2023
Journal Name
Arab Science Heritage Journal
مرجعية الموروث الشعري في شعر ابي إسحاق الغزي
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Literary heritage and its employment in poetry has received the attention of poets, and they have employed it in their literary texts, as this employment is one of the oldest phenomena in Arabic literature, that the inspiration of this heritage in texts through the overlap of their texts with previous texts, and no poet neglected the importance of this employment.

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Publication Date
Sun Jan 01 2012
Journal Name
Political Sciences Journal
دور شبكات التواصل الاجتماعي في ثورات الربيع العربي
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دور شبكات التواصل الاجتماعي في ثورات الربيع العربي

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Publication Date
Sat Dec 03 2011
Journal Name
مجلة حولية المنتدى
مفهوم التعايش السلمي ودوره في تحقيق الوحدة الوطنية
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ان التعايش السلمي والوحدة الوطنية تربطهما علاقة وثيقة تعبر عن حاجة اجتماعية في أطار تطور مجتمعي للدولة العراقية، فقد شهد العراق بعد العام 2003 تحديا جديدا تمثل في تغليب الانتماءات الفرعية والطائفية والعرقية والدينية والمذهبية على الانتماء الوطني مما يؤدي الى بلورة وترسيخ عوامل الانقسام وتفتيت لمقومات الوحدة الاندماج الوطني ، لذلك تعد دعامة التعايش السلمي في المجتمعات ضرورة لازمة من اجل الحفاظ على كينونة

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Publication Date
Wed Jan 29 2020
Journal Name
Journal Of Accounting And Financial Studies ( Jafs )
الضريبـــــــــــــة البيئيـــــــــة ودورها في الحد من التلوث البيئـــــــــــــــي
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Despite the growing interest in the subject of the environment and environmental pollution and the increasing of scientific studies to measure the environmental cost, but it still suffers shortcomings and incompleteness due to the difficulties facing the process of measuring of these costs , Due to lack of the possibility of determining the monetary value to it.

             The research began trying to develop solutions to the problem of the research , which is the actual measuring nothingness of environmental pollution for research sample plant and It’s comparison to local and international environmental pollution standards , for the purpose of adoption in the imposi

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Publication Date
Sun Mar 26 2023
Journal Name
Arab Science Heritage Journal
التعبير الاصطلاحي في آثار ابن المقفع- دراسة دلالية
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Each of the languages ​​possesses a set of phenomena that researchers in its sciences should stop at to explain the secrets of this language, including the phenomenon of idiomatic expression. Perhaps this phenomenon may constitute an obstacle to non-native speakers of the language or even the native speakers themselves. The Arabic language is full of these expressions, Which needs us to dedicate its own studies to it so that we can collect it in a dictionary that includes and collects it with explanation and interpretation of its semantics

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Publication Date
Fri Feb 08 2019
Journal Name
Journal Of The College Of Education For Women
البُنى السَّردیة في شعر امرئ القیس دراسة تحلیلیة
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There is no doubt that the narrative form is a mixture of many elements that it
becomes so hard to differentiate between them. Thus, to differentiate between those
elements we must understand the job of every element; and that is the structure of narrative
form in the artistic frame of the old Arabic poem.
Poetry, as the readers confirm, is strongly related to a lot of arts. The rhetorical
form is related to the art of drawing and photography, the rhythm- the core of poetry- is
related to music, its structure to the art of architecture, its tension to drama as it consist of
internal conflict between its elements and ingredients, and the poetry has a narrative
element which relates it to the art of narration and it

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Publication Date
Thu Jan 16 2014
Journal Name
د.زينب ميثم علي
فاعلية التناص في التشكيل النصي لأدب جمعة اللامي
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كشفت دراسات ما بعد البنيوية والتطور الحاصل في الدراسات النقدية عن مقدار التداخل بين النصوص في انتاج الظواهر الادبية ، وخير ما يكشف هذا التداخل هو المنهج الذي يركز على دراسة التناص ولاسيما في النصوص التي تتشكل على وفق التناص الواعي الذي الذي يتألف من مجموعة نصوص ادبية يتفاعل فيها نص الكاتب مع نصوص اخرى.

Publication Date
Thu Feb 07 2019
Journal Name
Journal Of The College Of Education For Women
الانفتاح الدلالي في الخطاب الشعري الحدیث (اللیل انموذجاً)
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This research deals with the idea of how the poetic reading can be a
rich field for producing the potential meanings in each text, through observing
the connection of the words and their link with other, thus composes, from the
collection of these interlaced meanings, what is called the poetic significant
(Symbolic) elaboration which deals with the reader of the text by regarding
him as a producer not as a consumer who can read a conscious reading, and
be diligent to solve the problem of the links of the relations among the
inspiring words because the language of poetry is an inspired language which
is capable of diversity and multiplicity of readings which is called the Symbolic
elaboration.

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Publication Date
Fri Jun 30 2023
Journal Name
Journal Of The College Of Islamic Sciences
الصورة الفنية للأزهار في شعر ابي وكيع التنيسي
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ارتبط الانسان بالطبيعة بأشكالها المختلفة ارتباطا وثيقا ، فهي تمثل الحاضنة له بمجالات حياته كلها، فما كان من الأدباء الا أن يجعلوها في كثير من الأحيان مادة لأدبهم وأرضية خصبة لنتاجهم، فتمظهرت بصورها المختلفة وحاجة الانسان لها وخيرها وشرها في الأدب على مدى التاريخ، والعرب شأنهم شأن غيرهم من الأمم فمنذ عصر ما قبل الاسلام كانت الطبيعة منفذا مهما وملجأ للشعراء في انتاج الأدب وابداعه وإلى يومنا هذا، ونحن إذ نتحد

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Publication Date
Tue Nov 06 2018
Journal Name
Arab Science Heritage Journal
المراحل المراحل التاريخية لتطور التنبوء الجوي في العراق
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This research paper sheds light on the stages of Atmospheric forecast in Iraq. It was found that atmospheric forecast in Iraq has passed through several successive and interrelated historical stages. Each stage is characterized by special methods of prediction that are different from other stages. The oldest stages used astronomy to forecasting cases of cold , heat, flood and drought

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