Discriminant between groups is one of the common procedures because of its ability to analyze many practical phenomena, and there are several methods can be used for this purpose, such as linear and quadratic discriminant functions. recently, neural networks is used as a tool to distinguish between groups.

In this paper the simulation is used to compare neural networks and classical method for classify observations to group that is belong to, in case of some variables that don’t follow the normal distribution. we use the proportion of number of misclassification observations to the all observations as a criterion of comparison.  

The Court of Cassation is a court of law that monitors the lower courts by reviewing the judgments and decisions issued by these courts, and the fact that their control is on the side of the legal to judge the penal. It monitors the commitment of the courts' compliance with the proper and formal rules of law. In some cases, are errors chop terms and criminal to the facts of the case are subject to the jurisdiction of the Court of Cassation and not to the Court of Cassation, except to the extent that they cause the provisions through which the Court of Cassation can impose control over the facts of the criminal case and the outcome of the Court topic The subject of the results, and thus the legal aspect of the criminal case is the place t

  Weibull distribution is considered as one of the most widely  distribution applied in real life, Its similar to normal distribution in the way of applications, it's also considered as one of the distributions that can applied in many fields such as industrial engineering to represent replaced and manufacturing time ,weather forecasting, and other scientific uses in reliability studies and survival function in medical and communication engineering fields.

   In this paper, The scale parameter has been estimated for weibull distribution using Bayesian method based on Jeffery prior information as a first method , then enhanced by improving Jeffery prior information and then used as a se

يھدف البحث الى اجراء تقدير دالة المعولية لتوزيــع ويبل ذي المعلمتين بالطرائـق المعلميــة والمتمثلة بـ (NWLSM,RRXM,RRYM,MOM,MLM (، وكذلك اجراء تقدير لدالة المعولية بالطرائق الالمعلمية والمتمثلة بـ . (EM, PLEM, EKMEM, WEKM, MKMM, WMR, MMO, MMT) وتم استخدام اسلوب المحاكاة لغرض المقارنة باستخدام حجوم عينات مختلفة (20,40,60,80,100) والوصول الى افضل الطرائق في التقدير باالعتماد على المؤشر االحصائي متوسط مربعات الخطا التكاملي (IMSE(، وقد توصل البحث الى

Regression models are one of the most important models used in modern studies, especially research and health studies because of the important results they achieve. Two regression models were used: Poisson Regression Model and Conway-Max Well-  Poisson), where this study aimed to make a comparison between the two models and choose the best one between them using the simulation method and at different sample sizes (n = 25,50,100) and with repetitions (r = 1000). The Matlab program was adopted.) to conduct a simulation experiment, where the results showed the superiority of the Poisson model through the mean square error criterion (MSE) and also through the Akaiki criterion (AIC) for the same distribution.

Paper type:

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

  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

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

Reliability has an important role in both the industrial and engineering applications. So the need for Reliability Tests appeared are series of tests a discover out of factors that  appear through the test, knowledge limit of fit a specifics production addition for getting on goodness of production.

Therefore, the need for research to test for censor data from ( Type II ) for exponential distribution with one parameter and that test it’s (Reliability Growth) includes three curves are Idealized Growth curve estimation parameters and reliability with maximum likelihood method, Duane Growth curve takes estimation parameters and reliability with least squares method, Exponential Reliability Growth Cur

In this research، a comparison has been made between the robust estimators of (M) for the Cubic Smoothing Splines technique، to avoid the problem of abnormality in data or contamination of error، and the traditional estimation method of Cubic Smoothing Splines technique by using two criteria of differentiation which are (MADE، WASE) for different sample sizes and disparity levels to estimate the chronologically different coefficients functions for the balanced longitudinal data which are characterized by observations obtained through (n) from the independent subjects، each one of them is measured repeatedly by group of  specific time points (m)،since the frequent measurements within the subjects are almost connected an