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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
Sun Oct 31 2021
Journal Name
مجلة علوم الرياضة الدولية
تأثير تدريبات خاصة وفق جهاز الكتروني مصنع في التحكم بتوازن القوة للرجل الأمامية و الخلفية أثناء التقدم و الرجوع في رياضة المبارزة
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Publication Date
Tue Nov 13 2018
Journal Name
Arab Science Heritage Journal
فقه فقه الحديث في قوله (صلى الله عليه وسلم) " صلاة في مسجدي هذا أفضل من ألف صلاة مما سواه إلاّ المسجد الحرام"
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Prayer It is the second pillar of Islam, which is what Allaah erases sins, the Prophet, peace be upon him say: "Do you see if the river at the door of you wash it every day five, what it says: it keeps dirt," they said, does not keep the dirt something, He said: «That is like the five daily prayers, Allaah erases sins", Bukhari (1/112), and the places and times supervised thanks to worship them, was to pray at the three mosques (the Grand Mosque and the Prophet's Mosque and the Al-Aqsa Mosque) private virtue from the rest of the mosques and this virtue include the obligatory prayers and Voluntary Prayers

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Publication Date
Mon Mar 09 2026
Journal Name
Journal Of Al-qadisiyah For Computer Science And Mathematics
Modified LASS Method Suggestion as an additional Penalty on Principal Components Estimation – with Application-
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This research deals with a shrinking method concernes with the principal components similar to that one which used in the multiple regression “Least Absolute Shrinkage and Selection: LASS”. The goal here is to make an uncorrelated linear combinations from only a subset of explanatory variables that may have a multicollinearity problem instead taking the whole number say, (K) of them. This shrinkage will force some coefficients to equal zero, after making some restriction on them by some "tuning parameter" say, (t) which balances the bias and variance amount from side, and doesn't exceed the acceptable percent explained variance of these components. This had been shown by MSE criterion in the regression case and the percent explained v

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Publication Date
Tue Apr 30 2024
Journal Name
مجلة دراسات دولية
العوامل المؤثرة على اتجاهات الناخبات في العراق دراسة ميدانية
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تهدف هذه الد ا رسة الى التعرف على السلوك التصويتي للمقترعات الع ا رقيات. والأسباب التي تدفعهن للمشاركة في عملية الاقت ا رع، والعوامل المؤثرة في خيا ا رتهن التصويتية والأسباب التي تجعلها تفضل اختيار الرجل أو اختيار ام أ ر ة ، وأخي ا رً مدى م ا رعاة اج ا رءات الاقت ا رع لظروف النساء واحتياجاتهن واهتماماتهن. اعتم دتالد ا رسة منهجاً وصفياً واستعان ت بطريقة المسح بالعينةاما الاداة الرئيسية فهي الاستمارة الاستبيانية.

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Publication Date
Tue Jan 02 2018
Journal Name
د.زينب ميثم علي
نقد البلاغة - دراسة في المشروع البلاغي للدكتور محمد العمري
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بينت النظريات والمناهج النقدية الحديثة بعد تفعيلها لوسائل قراءة النص وتحليل عناصره وبيان وسائل تماسكه وروابطه فضلا عن تمثيله لمضامين مركزية ودلالات فرعية ان النصوص التراثية بوصفها نصوصا كاملة لسمات النص المؤثر قابلة للحضور في مجال المعرفة وفق تصور حديث يختلف عن تصور منتجهامنهجيا كما اتضح مدى عمق هذه النظريات والاسس التي ارساها بلاغيو العرب التي كانت ولاتزال محط انظار كبار النقاد وباحثي البلاغة.

Publication Date
Fri Jun 01 2007
Journal Name
Journal Of Economics And Administrative Sciences
في تعزيز بيئة الانتاج الرشيق استخدام اسلوب S -5
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في تعزيز بيئة الانتاج الرشيق استخدام اسلوب S -5

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Publication Date
Wed Jan 29 2020
Journal Name
Journal Of Accounting And Financial Studies ( Jafs )
تقويم نظام الرقابة الداخلية في الشركة العامة لصناعة البطاريات
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The research aims to study and analyze the reality of the internal control system in the company surveyed .       To find out how effective and efficient internal control system , problem – centered research that addressed the performance of the internal control system .

          The research Description applied and the interview Alchksahvi analysis and interpretation of results .         The researchers recommended the need for attention to the training courses and the need for segregation of duties and functions in the main and subsidiary records , taking in to account periodic reconciliations between the lists and financ

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Publication Date
Sat Jan 01 2022
Journal Name
دور تحرير تجارة الخدمات في تنشيط الاستثمار الاجنبي بالعراق
دور تحرير تجارة الخدمات في تنشيط الاستثمار الاجنبي بالعراق
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Publication Date
Fri Sep 01 2006
Journal Name
Journal Of Accounting And Financial Studies ( Jafs )
النظام المتكامل للمعلومات المحاسبية والإدارية وأهميته في الوحدات الاقتصادية
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The organization is affected by and affects the attending environment. Whereas the accounting information system is one of the informational systems existing in any organization.

     The research partake capability of developing information system in economic units through design “A Integrated System of Accounting and Management Information “to enable using the relationships of an integrated from all subsystems in economic unit specially: Accounting Information System (AIS) and Management Information System (MIS).

     Also the research partake a set of basic requisites that will contribute in application An Integrated System of Accounting and Management Informat

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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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