The aim of this study was to provide an overall assessment to the efficiency of the Iraq stocks exchanges (ISE) through specifying well –known models .First, Fama's efficient market hypothesis as a contrary concept to the random walk hypothesis, was performed and it has been found that ISE follows the random process, so the price of the shares can't be predicated on the basis of past information. Second,we use a multifactor model, which so named multiple regression, to explore the link between ISE  and the main economic indicators. our empirical analysis finds that every weak associations exists between major ISE measures and main economic indicators.

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

In this study, we focused on the random coefficient estimation of the general regression and Swamy models of panel data. By using this type of data, the data give a better chance of obtaining a better method and better indicators. Entropy's methods have been used to estimate random coefficients for the general regression and Swamy of the panel data which were presented in two ways: the first represents the maximum dual Entropy and the second is general maximum Entropy in which a comparison between them have been done by using simulation to choose the optimal methods.

The results have been compared by using mean squares error and mean absolute percentage error to different cases in term of correlation valu

The presence of the other representations in the story of modern Arabic
The other who seek to discuss his presence is the other west, and is nothing new to bring the other whatever, especially the Western literature, especially after the opening of the East West and the occurrence of encounters many Whatever the reasons for them or their causes, and the prevalence of the phenomenon influenced by this Western, and therefore his presence in this literature of any had sex. And certainly our presence (we) also in the literature of the other, and this is very natural, created by the convergence of intellectual, cultural and human, which led to the emergence of the cultural theme of conflict between East and West, and these conflicts take d

In this paper we will explain ,how use Bayesian procedure in analysis multiple linear regression model with missing data in variables X's  as the new method suggest , and explain some of missing  Patterns under missing mechanism , missing complete at random MCAR and compare Bayesian estimator with complete case estimator by use  simulation procedure .           

مفهوم البعد الواحد في الرسم العراقي المعاصر

الآت الاطفال الموسيقية الشعبية والتقليدية في التربية

المنظومة الصورية والتعبير اللغوي في العرض المسرحي

اتسعت دائرة استخدام نظم المعلومات بشكل كبير بحيث دخلت كل مفاصل حياة الانسان المختلفة مما جعل فرص انتهاك واختراق تلك الانظمة امراً لامناص منه. لذلك فان الحاجة تستدعي ايجاد وسائل تقنية واطر جوهرية للتصدي لظاهرة حدوث أي خلل في نظم المعلومات من خلال مراجعة وتدقيق دورة حياة النظام.

يتطرق البحث الى جملة ادوات واساليب تقنية تساعد المدققين والمراجعين من تحديد الخلل وطبيعته وايجاد حل له . كما توفر

التطور الدلالي لمعاني الكلمات في اللغة العبرية