In linear regression, an outlier is an observation with large residual.  In other words, it is an observation whose dependent-variable value is unusual given its values on the predictor variables. An outlier observation may indicate a data entry error or other problem.

An observation with an extreme value on a predictor variable is a point with high leverage. Leverage is a measure of how far an independent variable deviates from its mean. These leverage points can have an effect on the estimate of regression coefficients.

Robust estimation for regression parameters deals with cases that have very high leverage, and cases that are outliers. Robust estimation is essentially a

Organizations nowadays, whether public or private organizations, productive or service (such as banks), face major challenges as a result of rapid and continuous changes, and in front of these challenges traditional management operations and tools become unable to make the organization able to work, which makes it imperative for these organizations to follow the methods and management practices, including the proposed knowledge risk management and strategic direction so that it can elevate its actions at the level of developments in reality, in the sense that these organizations and in the light of environmental developments to characterize their strategic direction as an intellectual approach characterized by mo

المستخلص يهدف البحث الى تحديد دور ممارسات ادارة الموارد البشرية الخضراء في تحقيق متطلبات المواطنة البيئية في مكان العمل ,وتم اختيار الشركة العامة للزيوت النباتية لتطبيق الجانب الميداني كونها من الشركات الصناعية المهمة في العراق ,تتمثل مشكلة البحث بضعف تطبيق ممارسات ادارة الموارد البشرية الخضراء مما انعكس سلبا على تنمية المواطنة البيئية لدى العاملين في الشركة, وتم استخدام الاستبانة كاداة لجمع البيا

ملخـــص البحــــث

البحث يحدد القيم التي تم التركيز عليها والإهتمام بها في كتاب القراءة الكوردية للصف الثاني في المرحلة الاساسية  المقرر, وكذلك القيم التي لم يتم التركيز عليها أو الإهتمام بها و التي تم تجاهلها بصورة كاملة في نفس الكتاب. وتحديد عدد الصفحات التي تم تخصيصها مقارنة مع مساحات الصور التوضيحية والفنون الأدبية في الكتاب المقرر

عرفت لغة الصحافة بأنها الجامعة لصحة الفصحى وسلامتها ووضوح العامية وبساطتها ؟ وتشكل عقبات الفهم في الكتابة الاخبارية محور البحث الى سوء الفهم لدى المتلقي حيث وضع الباحث تساؤلا رئيساً يغطي على كل الجوانب مشكلة البحث وسيتلزم الاجابة عنه. ماعقبات الفهم في الكتابة الاخبارية الاستنتاجات التي توصل إليها الباحث: 1. ركزت الصحيفة على المصطلحات السياسية بااعتبارها صحفية سياسية يوميه 2. استخدمت الصحيفة المصطلحات الت

The human perception of science and knowledge is affected by the personal point of view, thus giving it its religious, mental and emotional dimensions to make that perception an effective tool for realizing the truth comprehensively in the delivery of knowledge to the depths of the human soul. The later is composed of multiple factors, which contributes to the human self-development with dimensions beyond the limits of mental logic and the perception of material and emotional situations. That knowledge in the perception of Islamic virtue, which must characterize each Muslim.
Human beings have been striving for knowledge and the understanding of the universe in which they live. For centuries, mankind has acquired knowledge directly an

Information security contributes directly to increase the level of trust between the government’s departments by providing an assurance of confidentiality, integrity, and availability of sensitive governmental information. Many threats that are caused mainly by malicious acts can shutdown the egovernment services. Therefore the governments are urged to implement security in e-government projects.
Some modifications were proposed to the security assessment multi-layer model (Sabri model) to be more comprehensive model and more convenient for the Iraqi government. The proposed model can be used as a tool to assess the level of security readiness of government departments, a checklist for the required security measures and as a commo

Assessing performance efficiency is critical to the management need for oversight, planning, and continuous periodic evaluation of the multiple activities of Northern Cement State Company in order to determine the level of achievement of the objectives set, and to correct the deviations and delays that the evaluation shows and limitation of liability. What cannot be measured cannot be managed. The aim of this research is to highlight the impact of using BSC, financial and non-financial, to give comprehensive and clear picture of the company's performance and to measure the quality of its performance by using six-sigma and the level of deviations in achieving the planned goals. Therefore, four-key hypotheses were formulated for th

This research aims to investigate the role of quality management in enhancing the efficiency and effectiveness of settling accounts tax in terms of achieving satisfaction in charge of the hand and the increase of tax revenue on the other hand, by testing the main hypothesis of the study and the sub-hypotheses in the Income and Sales Tax Department in Jordan for the period 2000-20