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

The struggle between two identities is a crucial subject everywhere. Some people travel abroad in quest of a new identity after struggling at home. People migrate and embrace a new identity for different reasons. They find themselves in a state of internal conflict as they navigate the tension between their newly adopted identities and their old ones. The individual is haunted and overwhelmed by their previous experiences. This research explores the universality of the subject matter by examining the motivations underlying the adoption of a new identity in a distinct geographical and temporal context. This paper examines the literary works of Kincaid's Lucy (1990) and Blasim's "The Nightmares of Carlos Fuentes" (2014). Kincaid’s pro

The principal concern of this study is Disjunct and Conjunct adverbials in the
English language. The study sets out to explore and clarify the types, nature and
structure of disjuncts and conjuncts. It also aims at testing student's performance to
evaluate the use and usage of the disjuncts and conjuncts in their written performance.
Two tests, accordingly, were given to some fifty students of at the Dept. of English, at
the college of languages (third and fourth stages) in the University of Sulaimani. The
hypothesis that the study was based on are those students use disjuncts and conjuncts
hardly enough in their writings and when doing so, they generally tend to stick only to
the most commonly used and familiar o

This study presents a linguistic analysis of how Russian and American mainstream media and official statements deployed speech acts of accusation during the 2022 Russian invasion of Ukraine. Using Speech Act Theory (Austin, 1962; Searle, 1976) as the framework. The study analyzes 50 texts of English-language official statements and media headlines from both sides. In this research utterances are categorized into assertives, expressives, directives, commissives, and declarations, and analyzes their pragmatic force in shaping narratives. The analysis reveals contrasts in tone and rhetorical strategy: U.S. officials and media overwhelmingly use assertive accusations and expressive condemnations to morally indict Russia, while Russian counterpa

  يهدف البحث إلى بيان ماهية نظام معلومات ادارة الموارد البشرية المصرفي فضلا عن التعريف بمفهوم اعادة تصميم الوظائف في المنظمات المصرفية اضافة الى تحديد اطر علاقة الارتباط والتاثير بين المتغيرين في قطاع المصارف العراقية بغية تحديد عدد من الوسائل التي يمكن ان تعتمدها الادارات المصرفية في سبيل بناء نموذج عمل متكامل يربط بين مخرجات نظم المعلومات واعتمادها في عملية اعادة تصميم علمية وممنهجة للوظائف و تبر

      يعد موضوع الرساميل الفكرية من المواضيع الحرجة في نجاح وتميز المنظمات بالأخص اذا ما تم ربطه بإدارة خبرة الزبون، وبسبب ما تتسم به البيئة العراقية من حركية اثرت على جميع القطاعات ومنها القطاع المصرفي ،كان من المهم البحث في  انواع الرساميل الفكرية وعلاقتها بإدارة خبرة الزبون خصوصا عند مدراء المصارف الأهلية، تكمن اهمية البحث في ارتباط  متغيراته ببناء القدرات الاستراتيجية للمصارف لتحقيق التميز والاست

In view of the huge and speedy development of the information and communications technology sectores which cover all the life aspects. The traditional government started to adopt the Electronic Government Concept to deliver the information, services and product marketing to the beneficiaries through the Internet and Computer system. The E-government became inevitable necessity that should be applied in every country wishes to face the Modern technical development.

E-government is not on alternative of the traditional government but a supporter which can increase its efficiency by keeping away from the routine and Beaurucratic complexity, this will save the efforts, increase achievement and reduce costs, in addition to Provide Man

The management of the overall quality (TQM)) of the philosophies that gained the attention of a large number of leaders and managers, practitioners and academics, as one of the prevailing management philosophies and desirable in the current period, is associated with the concept of quality itself, which shows the overall features and characteristics and attributes that related to the service and meet the needs of beneficiaries phenomenon and full, as was the concept of strategic performance with a significant level of interest from organizations because it is closely linked to the success of the organization in light of the changing competitive environment. These were the study in an attempt to see how a clear vision of the unive

The banking credit has a significant role in supporting the economic development process as it is considered a financial medium between the depositors and investors through turning the money received by the bank in from of banking deposits from a person who has a monetary surplus into another person in need of this surplus . this credit contributes also in directing the economic activities toward investing project generally and strategic investing projects in special that the country lacks which is in need of optimum exploitation to the available resources. In addition , the banking credit represents the most important source of revenues that the banks gain and contribute in increasing their profitability.

Infographics have the capability to organize and display information in a way that is easy for viewers to retrieve and make observations. While infographics have been successful in various fields, their potential benefits in composition writing have not been explored. The primary objective of this study is to investigate the perspectives of Iraqi EFL students who used infographics as an educational technology tool in composition writing, and to identify how gender influences students’ performance when using infographics in EFL writing classes. The significance of this study lies in its integration of infographics as an educational technology tool for teaching writing, aligning with the current trend of technology integration in ed