The main aim of this paper is to study how the different estimators of the two unknown parameters (shape and scale parameter) of a generalized exponential distribution behave for different sample sizes and for different parameter values. In particular, 

. Maximum Likelihood, Percentile and Ordinary Least Square estimators had been implemented for different sample sizes (small, medium, and large) and assumed several contrasts initial values for the two parameters. Two indicators of performance Mean Square Error and Mean Percentile Error were used and the comparisons were carried out between different methods of estimation  by using monte carlo simulation techniq

هدف البحث الى إعداد تمرينات تعليمية بمصاحبة بعض الوسائط التفاعلية في بعض القدرات العقلية والاداء الفني لركض 100 حواجز طالبات، وكانت عينة البحث هم طالبات كلية التربية البدنية وعلوم الرياضة للبنات / جامعه بغداد المرحلة الثانية وكان عددهم (20) طالبة واستعملت الباحثة المنهج التجريبي واستعملت تمرينات تعليمية بمصاحبة بعض الوسائط التفاعلية للمجموعة التجريبية لمدة (6 أسابيع) بواقع وحدتين تعليمية في الأسبوع واستن

The revolution in technology made students plagiarize others’ work and submit it as their own. The aim of this study is to find the effectiveness of teaching paraphrasing strategies in reducing students’ plagiarism in university of Baghdad. The Sample of the study is randomly chosen out of eighty, fourth year college students. The materials were taught within eight weeks of instruction about paraphrasing strategies. Results represent that treating the experimental group with paraphrasing strategies have resulted in expanding the range of avoiding plagiarism in the post-test. Moreover, the findings showed that plagiarism is a problem for the students at a college level and their assignment submitted during the course of study includes a

Analysis of Covariance consider to be quite important procedure to reduce the effect of some independents factors before going through the experiment.

By this procedure we can compare variances causes from the difference between treatments and error term variance of they are equals or less than consider to be not significant, otherwise if is significant.

We carry on with this comparison until we find the greatest covser for the significant variance flam the treatments.

There are methods can be used like least significant difference method, Duncan method and Turkeys' w-procedure and Student Newman.

Key Word: Analysis of variatio

المستخلـص

تم في هذا البحث دراسة الطرائق اللامعلمية الرتيبة لتقدير دالة الأنحدار اللامعلمي، ومعالجة القيم الشاذة الموجودة في دالة الأنحدار اللامعلمي لجعل الدالة رتيبة (متزايدة أو متناقصة).

لذا سنقوم أولاً بتقدير دالة الأنحدار اللامعلمي بإستخدام ممهد Kernel ومن ثم تطبيق الطرائق الرتيبة لجعل الدالة متزايدة إذ سنتناول ثلاث طرائق للتقدير:-

1- طريقة ste

         The availability of statistical data plays an important role in planning process. The importance of this research which deals with safety of statistical data from errors and outliers values. The Objective of this study is to determine the outlier values in statistical data by using modern exploratory data methods and comparing them with parametric methods. The research has been divided into four chapters ,the main important conclusions reached are:1-The exploratory methods and the parametric methods showed variation between them in determining the outlier values in the data.

2-The study showed that the box plot method was the best method used in determining

The present study aims at investigating the effect of “FLOW” strategy is a creative thinking strategy on developing EFL learners' writing achievements. The sample of the study was ninety Iraqi college students. Their performance was assessed on the pre and post achievement test in both experimental group 45 taught by “FLOW” strategy and control 45 taught traditionally. A test was designed and exposed to jury of experts for ascertaining its validity. The reliability coefficient of the test was 0.89 by using Cronbach Alpha Formula. The collected testing papers were analyzed by using T-test. It is found that there are significant differences between the two groups. This indicates that teaching writing a composition by using

يهدف البحث الى اعداد تمرينات خاصة باستخدام طريقة التدريب التكراري لعضلات الاطراف العليا  والتعرف على تاثير هذه التمرينات باستخدام طريقة التدريب التكراري لعضلات الاطراف العليا في تطوير القوة الانفجارية وبعض متغيرات الانطلاق الميكانيكية وانجاز رمي الرمح فئة الشباب، اما عينة البحث تم اختيارها بالطريقة العمدية للاعبي فعالية رمي الرمح فئة الشباب لاندية محافظة بغداد وكان عددهم (6) لاعبين ، وبلغت عينة البحث

The idea of this study depends on determining the demand of water to products of aslected project, and determining transformation wastes according to constant scientific formula and measuring value (the depended) to reach the water needed and give the amount of waste in water and additional areas that can be agricuitured if the right administration and possibilities of exploiting water well are available