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

تاريخ الاستلام:13/3/2021      تاريخ قبول النشر:26/5/2021       تاريخ النشر:31/12/2021  This work is licensed under a Creative Commons Attribution 4.0 International License. يؤكد البحث على ان الطاقة تعد من الموارد الاستراتيجية ضمن السياسة الدولية وهذا من خلال التنافس القائم بين القوى الدولية عليها، من جانب اخر اخذت تعتمد القوى العالمية على الاهتمام بمناطق نفوذ جديدة كالاستيراد بالاعتماد على مشاريع واستراتيجيات جديدة واصبحت اوروبا ساحة للتنافس الامريك

                 The aim of the research is to identify the adequacy of accounting disclosure in granting bank financing in explaining the role of accounting disclosure in granting bank financing by linking the concepts of full, comprehensive and adequate disclosure to bank financing. The impact of full accounting disclosure on granting bank financing, the existence of an impact of comprehensive accounting disclosure on granting bank financing, the existence of an impact of adequate accounting disclosure on granting bank financing, and the research relied on the descriptive approach, the deductive and inductive approach, the inferential analytical approach, a

The research aims to clarify the importance of adoption of International Accounting  Standard No. (12) "Income Taxes" as a tool for the measurement and disclosure of income taxes in the financial statements، and how to deal with the differences that arise as a result of difference in net profit accounting for net tax profit ،The problem of the research focused on the disparity between the income tax estimate in Iraq in accordance with the accounting standards and financial reporting and assessment of income tax in accordance with the tax laws and legislation, this discrepancy has led to the emergence of differences between accounting profit and tax profit (temporary differences and permanent differences) and these differences of w

   يهدف البحث الى دراسة تأثير ذكاء الاعمال بما يمتلكه من مقومات في تحقيق التنمية بهدف تحديد عناصر ذكاء الاعمال الاكثر تأثيرا في مجالات التنمية المستدامة للأقسام والشعب في وزارة العلوم والتكنولوجيا كونها منظمة تعمل على استخدام تكنولوجيا المعلومات وهي الاكثر تأثيرا في تطبيق ذكاء الاعمال. اعتمد ال على المنهج الوصفي والتحليلي للتعرف على مشكلة البحث وإثبات فرضياتها من خلال الربط النظري لمتغيراتها ، وبعد ذل

In this study, the four tests employed for non-linear dependence which is Engle (1982), McLeod &Li (1983), Tsay (1986), and Hinich & Patterson (1995). To test the null hypothesis that the time series is a serially independent and identical distribution process .The linear structure is removed from the data which is represent the sales of State Company for Electrical Industries, through a pre-whitening model, AR (p) model .From The results for tests to the data is not so clear.

الملخص: إن الجدل بين القانونيّ والأخلاقيّ يعدُّ إشكالاً لا قرارة له، ولا نهاية لطريق النّقاش فيه ، فبين من يدمجهما وبين من يسوِّغ أحدهما بالآخر، و ثالث ينتصر لجهة بالضد من الأُخرى، نجد أنفسنا أمام منجزات فلسفيّة كبيرة ومتشعبة، وإذا ما أضفنا البحث في قدرة الاتفاق المثاليّ الخلقيّ على إنشاء بيئة سلميّة وواقعيّة تتخذ التّعايش والتّضامن معياراً لها، وإنَّني لأجد في ايمانويل كانط Immanuel Kant (1724-1804) وجون رولز John R

The research aims to measure the extent of the impact of Earnings quality in the continuity of the company for a sample of private commercial banks listed on the Iraq Stock Exchange. The research sample included (15) of the listed commercial banks that continue to issue their financial statements for the period from (2009-2018).The research relied on three main models of measurement and on four steps. The first step is to measure the Persistence (Earnings Quality) by Depending the sustainability model. While the second step included measuring the Predictability of accounting profits by deriving the square root of the disparity of the estimation error from the first model Persistence (Earnings Quality), and the third step included