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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
Fri Jan 05 2024
Journal Name
Al-academy
Theatrical Thechnology & IT Applycation circus clown Sad as sample
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Means the current research to study the organization formal and its role in demonstrating aesthetic values of the publications issued by the Telecommunications Company (Asia Cell) in Iraq, where is the organization the formal need for a mission to find the concepts and dimensions of the functional and expressive and aesthetic added to the impact of the actor in achieving the goals set for the publication.
The target is determined by the researcher to disclose the role of formal organization to show the aesthetic values of the publication to reach scientific results

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Publication Date
Tue Mar 15 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 and its connection with the Arabic dialects, which proceeded in the linguistic levels to form Phenomenon inherent in the use of the source and the name of the source

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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
Tue Jan 14 2020
Journal Name
Journal Of Accounting And Financial Studies ( Jafs )
التهرب الضريبي واثره على التنمية الاقتصادية في العراق
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Highlights the role of taxes in being a major source of funding sources internal economic and social development, and then, any decrease in tax revenue caused by tax evasion, for example, would weaken the government's ability to finance their investments and core financing private sector investment as a result of reduced ability to increase their reserves's cash banks, as well as the weakening of the effectiveness of tax evasion taxes as a tool to guide economic activity in the framework of service for development, and to achieve justice. And the statement of the reasons for and methods of evasion mandated to pay the tax due on them, whether legitimately or illegal with the statement of the proposed methods to tackle tax evasion and elim

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Publication Date
Thu Feb 13 2025
Journal Name
Journal Of Babylon Center For Humanities Studies
تيار الوعي واساليبه في رواية " ميخائيمي " لعاموس عوز
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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
Sun Aug 30 2020
Journal Name
Arab Science Heritage Journal
حرية المرأة في فكر نزيهة الدليمي (دراسة تاريخية)
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    This research discussed the freedom of Iraqi women in the thought of Dr. Nazeeha Al-Dulaimi.

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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
Sun Dec 02 2018
Journal Name
Arab Science Heritage Journal
عمارة عمارة القلاع وتخطيطها في العراق (دراسة مقارنة)
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This paper shed light on castles in Iraq through Othman reign to know their sorts , and studying planning concentrating on the nature of architecture , this is a serious trying to study and important  side of military architecture in Iraq with its reasons of building them which had related with political, military , social ,and economical circumstances of country . 

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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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