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

Abstract

The objective of this research is to identify the analysis of the ethics of the administration in the development of the social responsibility of one government organizations, and to achieve the objectives of the research was the use of a questionnaire developed for the purpose of data collection and distribution to the research sample, was chosen as a total sample population (50) individuals were relying on statistical package to do a statistical analysis for this research, user, ANSI (SPSS) simple regression analysis, standard deviation, Pearson correlation coefficient.

Research findings show the role of social responsibility in achieving the university's strategy,

Abstract

      In this study, we compare between the autoregressive approximations (Yule-Walker equations, Least Squares , Least Squares ( forward- backword ) and Burg’s (Geometric and Harmonic ) methods, to determine the optimal approximation to the time series generated from the first - order moving Average non-invertible process, and fractionally - integrated noise process, with several values for d (d=0.15,0.25,0.35,0.45) for different sample sizes (small,median,large)for two processes . We depend on figure of merit function which proposed by author Shibata in 1980, to determine the theoretical optimal order according to min

    Multivariate Non-Parametric control charts were used to monitoring the data that generated by using the simulation, whether they are within control limits or not. Since that non-parametric methods do not require any assumptions about the distribution of the data.  This research aims to apply the multivariate non-parametric quality control methods, which are Multivariate Wilcoxon Signed-Rank ( ) , kernel principal component analysis (KPCA) and k-nearest neighbor ( −

المستخلص ورمى هذا البحث الى التعرف على الصورة الذهنية للنقابات المهنية لدى الجمهور المنتمي لها ويهدف هذا البحث لمعرفة الصورة الذهنية التي يحملها جمهور(المنتمي) للنقابات المهنية عن طريق التعامل المباشر مع نقاباتهم و معرفة مؤشرات تلك الصورة ومصادر تشكيلها اذا حددت الباحثة مشكلة بحثها بالتساؤل الرئيس : ( ما الصورة الذهنية للنقابات المهنية لدى جمهورها) والتعرف على صورة النقابات عند الجمهور المنتمي لها و

The philosophies don’t forgets the subject silence because it effecting in life human , the kinds artist don’t lost the silence , exactly the theatrical arts because if the actor don’t the select silence he is don’t effect in the audience , this study giving the important for active the select silence in Iraqis theatre , so this search composed of : the preface that composed of : the search problem , and important the search and need it , aimed the search , lines search it composed of the lines time , lines place , and lines subject , and the terms limited . the theatrical line that composed The second topic the first topic the silence in the philosophers, part , active the select silence in the theatre text. The Third topic acti

That writing about the Iraqi Museum, within this context that comes second only to the Egyptian Museum , in terms of the establishment , not least his affair in terms of the historical value of the effects that represent the civilization of Iraq and his history of the old , which stretches for thousands of years until it became a landmark and cultural landmarks the city of Baghdad salient .
The motive for the study of the subject of the Iraqi Museum upbringing and development until 1963 , we did not find a study documented by the independent research except for studies that are specialized to study the ancient history of Iraq and its effects was the outcome of efforts exploration missions archaeological that stretched across decades o

The study of Terracotta in Mesopotamia is one of the important
technical topics that gave us valuable information ،whether from a
technical or cultural point of view

     يعد الاستثمار المباشر من اهم عناصرتكوين راس المال الثابت وهو بمثابة المحرك والمحفز لعناصر الانتاج الاخرى ورفع كفائتها الانتاجية والخدمية ،ويوثر على التنمية الاقتصادية وعلى مجمل الانشطة الاقتصادية والاجتماعية والخدمية خاصة اذا ما تم توظيفه وادارته بشكل علمي فسوف يولد دخول وطاقات انتاجية وسلع وخدمات جديدة فضلا عن تشغيل عاطلين عن العمل .

     وفي العراق فقد شهدت الاستثمارات المبا

A literary-educational work is a work that explains wisdom to the reader and presents moral, educational and instructional issues in a literary form. Qaboos-nameh or Nasihat al-Muluk is an educational and educational book that has a special place in the field of ethics and guidance, where the author guides his children. Also, Ibn al-Wardi's Lamiyah or Nasihat al-Akhwan is a poem containing moral advice and advice in 77 verses that Ibn al-Wardi wrote to his son.

     It seems that the main goal of Ibn al-Wardi and Onsur AL-maali in Lamia and Qaboos-nameh was to express educational and moral issues and spread and convey them to future generations. Ibn al-Wardi, like Onsur AL-maali, listed moral points such as knowledge, humility