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

And the necessity for the progress of modern societies Because the scientific and objective characteristics that characterize modern societies and distinguish them from traditional societies, Is represented by the extent of its innovative achievements in the theoretical, applied and material scientific and spiritual fields. It should be noted that quality and innovation in modern societies is based on two main pillars, Standard measures for measuring and evaluating innovations to achieve their high quality, And the dissemination of the culture of innovation to spread awareness of the importance and conditions of success, and this is done by the advanced industrial countries, However, despite the great disparity between developed industri

  The aim of the research is to identify the extent of the ability to ensure the integrated reports by the auditor in verifying the credibility of these reports, and their implications for the benefit of all parties dealing with the economic unit, as well as measuring the impact of the assurance procedures followed by the auditors and their role in confirming these reports.

  The research methodology was designed after studying the previous literature related to the research variables, and then the relationship between these variables was tested, through the use of a questionnaire list. A questionnaire targeting the community of auditors in the local environment, and the results of the study wer

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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 research aims to identify the level of educational supervisors' practices of their supervisory duties according to the requirements of comprehensive quality from the viewpoint of teachers in Oman. Moreover, identify the differences between the responses of the sample about these practices, which are attributed to gender, and years of experience. Thus, a questionnaire was administered to teachers, consisting of (48) items distributed on (5) main fields related to the educational supervisor's practices. The sample consisted of (220) teachers who were randomly chosen from the schools in Dhofar region. Data were analyzed using means, standard divisions, T-test, and One Way ANOVA. The research concluded that the level of educational super

The research aims to examine the evaluation of educational quality management and the ways to improve it in the College of Education for Women at the University of Baghdad from the point of view of the academic staff. The research community consisted of (288) participants comprising all members of the academic staff in the College of Education for Women at the University of Baghdad for the academic year (2019-2020). As for the questionnaire, it was distributed to the academic staff of the scientific departments according to their affiliation for the purpose of identifying the availability of the requirements of the quality of the teaching service provided to them by the educational institution. The researcher adopted a questionnaire deve

Abstract:

Purpose\The researcher paper aims to determine the impact of information technology on the job performance, for Iraq private ban as through the use of technology dimensions of job performance.

The aim of this research: this study aims to discuss the importance of information technology and its role in achieving job performance and its impact on the Iraq banking sector design/ methodology/ approach used entrance design/methodology/approach- pilot, the questionnaire was used to collect data in order to develop a model to measure reliably and correctly to the variables of information technology and job performance, and hypotheses were tested through the use of some statisti

فإن التفسير أخذ أحقابا من الزمان في الدراسة التحليلية والتي تناولتها جميع اتجاهات المفسرين، فكان من المسلّم أن تتحول تلك الدراسة التحليلية إلى دراسة موضوعية نتيجة حاجة العصر في إدراك أسرار القرآن بطريقة مغايرة لاشتمال القرآن الكريم على موضوعات شتى تعالج الواقع في كل زمان ومكان، فكانت الدراسة الموضوعية سببها في لفت الأنظار إلى هكذا موضوعات تعالج فيها قضايا تهم الإنسان الخليفة في هذه الأرض ومن هذه القضايا