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

خضع فن التمثيل وتقنياته في العصر الحديث لانعطافات عديدة ومختلفة وجوهرية في بنيته العامة والخاصة لاسيما وان المنظرين والمخرجين والممثلين المحدثين على تماس وعلى حراك في خلق حساسية أدائية جديدة تنسجم ولغة العصر وحاجاته وإشكاله وأنماطه منطلقين في تنظير اتهم وتطبيقاتهم من نظم والسلوك البشري الخارجي والداخلي والاستفادة من ميادين الفنون الأدائية الأخرى كالرقص وفن البهلوان والمهرج والسيرك فضلا"عن استعارته الخ

Banks face different types of banking risks that limit the performance of its functions and achieve its objectives, including the financial risk that is based on current research into two types including a credit and liquidity risks. And established credit risk due to the possibility of delaying the borrowers to fulfill their obligations to the bank when due or non-payments on according to the terms agreed upon, while liquidity risk arises as a result of the inability of the bank to fund the financial needs, any inability to provide cash to pay its obligations short on credit without achieving tangible loss or the inability to employ the funds properly and show the liquidity risk in the event of inadequate cash inflows to the bank for an

تتلخص مشكلة البحث في ان اغلب المناهج التدريبية لا تعطي اهتماما كبير لتدريبات تطوير القدرات البدنية العامة، ولا تفرغ لها مساحة كبيرة في المناهج التدريبية، هدف البحث - التعرف على تأثير تدريبات استراتيجيات ما بعد عدم التمكن في تطوير بعض القدرات البدنية لعينة البحث. واقترض الباحث ان هناك فروق ذات دلالة احصائية بين الاختبارات القبلية والبعدية لمجموعتي البحث، وبين الاختبارات البعدية للمجموعتين. وتكونت عينة

التهاب الاوتار في الكتف من الإصابات الشائعة للاعبي الكراسي المتحركة والتي تحدث نتيجة للعادات والحركات الخاطئة والغير صحيحة  وتحدث ايضاً بشكل متكرر في الرياضات الي تتطلب تحريك الذراع فوق الرأس مما يؤدي الى اضعاف الوتر أذ ان  مفصل الكتف يعمل في كل الاتجاهات عندما تعاني  الأوتار المحيطة بمفصل الكتف من الضعف وكثرة تكرار الحركة  والضغط المسلط على العضلة  اذ يطلق عليه التهاب اوتار الكتف والتي تحتاج الى فترة

  هدفت الدراسة الى اعداد برنامج بدني لبعض النساء المصابات بتكيس المبايض بإعمار  (20 -25)  سنة، فضلاً عن التعرف على تأثير هذا البرنامج البدني في بعض المتغيرات الفسيولوجية قيد الدراسة ومقدار الإصابة بتكيس المبايض لدى عينة البحث، واتبعت الباحثتان المنهج التجريبي بتصميم المجموعة الواحدة ذات الاختبارين القبلي والبعدي لملائمتها طبيعة المشكلة واهداف الدراسة، فيما تمثلت عينة البحث باختيار 10 من النساء بأعمار 20 -2

The research Reviews the sides of highlight importance of the Nano-Accounting which doing the accounting performance functions fully computerized without the intervention of an accountant, to solve the problem of not keeping up the  rationalization of recording and accounting systems, with the rationalization of production which fully computerized.(be invisible and hidden accounting), resulting by linking or interaction of the accounting, additive production system represented three-dimensional printers, open source and recycling. That which result the rationalizing the facilities of production, organization and self-control which derived nanotechnology idea, which aims to minimize materials and change it properties, then view the a

  Tax state institution regards as one of the largest state institutions implementing the tax rules issuing be legislative body and achieving the goals of tax (financial, economic, social and political). So, the tax management should pay attention to the procedures enabling it to achieve those rules starting from the procedures of tax restrict and ending by tax allocation where the process of assessment the taxation must relaxing on modern methods. The problem of the study raising from that in spite of there is a low  obliging the taxable person (registered or not) to submit a declaration about his income and the achieved profit to be the base of taxation˒ where the other ways  are secondary ways helping in rejection of t

enjoyed the process of the development of higher education institutions attention of most countries of the world and to reconsider its objectives and programs and administrative and organizational structures, and it was the most important development of the application of Quality Assurance and Accreditation Standards (QAAS) tools, as the aim of these tools to the application of advanced with a far-reaching impact on all of the disciplines in the organization methods education that contribute, and plays a performance audit an important role in verifying the extent to which carried out these institutions activities or programs effectively and efficiently, economic, There are a number of objectives for the search of the most important attem

The past decades have witnessed a development in the concept of corporate governance and the transformation of a concept that is limited to large companies listed in capital markets in major economies to an issue that concerns all business activities in the public and private sectors in both large and small countries. The aim of this research is to propose a guide to the mechanisms and rules of governance in the municipal institutions that contributes to the activation of the internal control system to reduce the fraud and manipulation of this activity. Institutions. The research was based on the hypothesis that the implementation of the principles and rules of governance in municipal institutions lead to the contribution of the activati