Preferred Language
Articles
/
jeasiq-2145
Comparison of Some Methods for Estimating Parameters of General Linear Model in Presence of Heteroscedastic Problem and High Leverage Points
...Show More Authors

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

Crossref
View Publication Preview PDF
Quick Preview PDF
Publication Date
Tue Oct 23 2018
Journal Name
Journal Of Planner And Development
اساسيات (التنظيم المكاني –الاجتماعي ) في تخطيط المجمعات السكنية
...Show More Authors

View Publication Preview PDF
Publication Date
Mon Jul 22 2019
Journal Name
Arab Science Heritage Journal
سة الشخصيات في رواية القضية تنتصر"لبنت الهدى
...Show More Authors

قسّم الباحث الشخصيات في هذ ا البحث إلى أقسام: اإيجابية والسلبية
والسطحية...ثم تطرقا إل خصوصياتها النفسيّة وبينا مقصود الكاتبة، وتطرّقا إلی الغزو
الثقافي الغربي ،

View Publication Preview PDF
Publication Date
Wed Sep 01 2010
Journal Name
Journal Of Economics And Administrative Sciences
أنتاج الفقر في الدول النامية بين المفهوم والأسباب
...Show More Authors

The poverty in the developing countries is output to under development as we consider welfare, where as when the poverty disappear that produced be the general development . Historically, in our countries, the underdevelopment is the result of colonialism period and what is associated with it of transferring the surplus abroad  and the disorder of production structure.  And at the present  time, the poverty is reproduced and aggravated in the last years as a result of many  internal and external reasons.Today, poverty is associated in many forms with the poverty previously.

 

المقدمة

View Publication Preview PDF
Crossref
Publication Date
Fri Jun 01 2007
Journal Name
Journal Of Economics And Administrative Sciences
مكانية استخدام السوق المالية في التنبؤ بالدورات الاقتصادية
...Show More Authors

مكانية استخدام السوق المالية في التنبؤ بالدورات الاقتصادية

View Publication Preview PDF
Crossref
Publication Date
Sun Jun 01 2008
Journal Name
Journal Of The College Of Languages (jcl)
הדמות הספורית בספור ה " שבוי " של ( ס' יזהר ) מאת ח'אלד ח'ירי חוסיו אלג'נבי
...Show More Authors

נסיון השביה בספרות המלחמה העברית יותר מביעה למרחק בסיכולוגי אצל הלוחם העברי ,
אני מעמד מול הנושא הזה , כי אני כותב בהמחקר הזה נסיון השבוי והשפעתו בציור הדמות אצל
הסופר '' יזהר סמילנסקי ) 1916 – 2006 ( " , סופר עברי יליד ישראל , נודע בכינוי תספרותי '' ס .
יזהר " מחשובי היצורים בספרות דור הפלמ''ח בפרט ובספרות העברית והכללית . חתן פרס ישראל
לספרות לשנת ) 1959 ( – כידד הגשם דמות ה '' אני '' וה '' אנחנו '' לגלה את ספל השבוי היחיד כ

... Show More
View Publication Preview PDF
Publication Date
Sat Jan 01 2005
Journal Name
Journal Of The College Of Languages (jcl)
LA TRANSGRESSION CHEZ RIMBAUD Lecture de I' aspect de Transgression dans Marine
...Show More Authors

LA TRANSGRESSION CHEZ RIMBAUD Lecture de I' aspect de Transgression dans Marine

View Publication Preview PDF
Publication Date
Tue Dec 11 2018
Journal Name
Arab Science Heritage Journal
غربة غربة الشعراء المشردين وحنينهم في العصر الجاهلي
...Show More Authors

 

Alienation, and Westernization and away, whether forcibly sense exile or voluntary in the sense of migration, it will generate nostalgia, and a sense of overwhelming homesickness spatial or alienation spiritual (emotional) and perhaps alienation resulting from exile or forced deportation by the authority

View Publication Preview PDF
Publication Date
Sun Dec 23 2018
Journal Name
Arab Science Heritage Journal
دور دور الخلافة العباسية في تقوية النشاط التجاري
...Show More Authors

The role of the Abbasid Caliphate in strengthening the business with the Indian subcontinent and development. Came upon Baghdad and the shift of succession to Iraq in the forefront of efforts made by the Abbasids to revive the trade with Eastern countries, given that the commercial was targeted among other factors,'s location in Iraq amid the ancient world among the countries of Turk

View Publication Preview PDF
Publication Date
Mon Nov 19 2018
Journal Name
Arab Science Heritage Journal
التأثير التأثير الحضاري للأندلس في عهد الفونسو العاشر
...Show More Authors

The Spanish King Alfonso X could deliver mane Andalusia culture to Europe, but it is the subject of our research, we decided to give a brief overview of his life.

This king March was politically different from the rest of the Spanish kings, which is opening up to the literature and Eastern thought, it is the.

View Publication Preview PDF
Publication Date
Tue Dec 11 2018
Journal Name
Arab Science Heritage Journal
الفتح الفتح العربي الاسلامي واثره في المجتمع الفارسي
...Show More Authors

      The Islamic conquest for Persian country had the program of the civil and intelegical movement for the human

View Publication Preview PDF