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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
Wed Mar 30 2022
Journal Name
Arab Science Heritage Journal
ملامح التلطف في نهج البلاغة الرسائل والوصايا انموذجاً
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This study aims to look in the commandments and letters of Imam

 Abi Talib (A.S.) that narrated in the (Nehj Albalagah). In addition the researcher will study the method of kindness and and sentences structures of

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Publication Date
Sun Apr 28 2019
Journal Name
Arab Science Heritage Journal
الاراء الآراء والمعتقدات والتسميات الشعبية في مناخ العراق
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This research aims to present a range of views and beliefs about the climate that have prevailed spontaneously in the Iraqi society and, whether agricultural or Bedouin communities and even popular communities within cities.

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Publication Date
Mon Nov 12 2018
Journal Name
Arab Science Heritage Journal
الاسس الاسس الفكرية لثقافة التعايش السلمي في المجتمعات
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Those human societies, which based on pluralism and cultural diversity, can be handled with completely consciously، when converting the contradiction to integration and the collision to coexistence and the transition from intolerance to tolerance.  This diversity in communities make individuals differ acconding to the following:  

1- The requirements of human nature.

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Publication Date
Wed Oct 04 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.  The ancient critics determined that the poet’s special culture is represented in the necessity of taking from the ancients, and this taking is the reference from which the poet draws his material and idea, as well as to clarify the meaning and its significance

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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 Feb 08 2019
Journal Name
Journal Of The College Of Education For Women
التشابھ الزواجي في تمایز الذات لدى موظفي الجامعة
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According to Bowens Family systems theory self – differentiation defiance as a
construct that consists of two interrelated abilities : the first is an intrapsychic
ability to distinguish between the thoughts and feelings , and an inter personal
ability to maintain connections with others while achieving an autonomous self .
The present research concerned in testing the hypothesis of marital similarity
(people married persons with the same level of self – differentiation).
The present research aimed to:
1. Measures self – differentiation of university officers .
2. Measures self - differentiation of sample husbands' .
3. Measures self - differentiation of sample wives .
4. Acquaint to the relation betwe

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Publication Date
Tue Jan 29 2019
Journal Name
Journal Of The College Of Education For Women
Carol Ann Duffy’s Poetry: Reframing the World
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In her poetry, Carol Ann Duffy looks into the concerns of the disregarded and humiliated people. Approaching facts fearlessly and disclosing realities in a way highly characteristic of her, she establishes the world newly and reframes it honestly. This research shows how Duffy reframes the world in her own peculiar terms, starting with her own creative use of the language, in particular, when the forms of things of the world are distorted, thus our perception of things will be reframed too.
As regards relations among people, the research elucidates how Duffy’s strained characters abandon real life and reframe an eccentric way of living, while respecting faith, wherein Duffy notices that religious rituals confine the intellect, she r

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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
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
Thu Dec 01 2016
Journal Name
مجلة كلية الحقوق جامعة النهرين
دور المبادئ العامة للقانون في إطار التجارة الدولية
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المبادئ العامة للقانون ودرها في اطار التجارة الدولية