In this research the Empirical Bayes method is used to Estimate the affiliation parameter in the clinical trials and then we compare this with the Moment Estimates for this parameter using Monte Carlo stimulation , we assumed that the distribution of the observation is binomial distribution while the distribution with the unknown random parameters is beta distribution ,finally we conclude that the Empirical bayes method for the random affiliation parameter is efficient using Mean Squares Error (MSE) and for different Sample size .

The problem of Multicollinearity is one of the most common problems, which deal to a large extent with the internal correlation between explanatory variables. This problem is especially Appear in economics and applied research, The problem of Multicollinearity has a negative effect on the regression model, such as oversized variance degree and estimation of parameters that are unstable when we use the Least Square Method ( OLS), Therefore, other methods were used to estimate the parameters of the negative binomial model, including the estimated Ridge Regression Method and the Liu type estimator, The negative binomial regression model is a nonline

Minors are considered the category that cannot and does not have the right to protect themselves or obtain their rights, and hence it was necessary to protect and take care of them. The care of minors in its natural form is based on his care within his family and society in general in which he grows up and interacts with his members. Hence, we find the criminal legislator has punished for the actions that It affects the social position of the minor, and for the purpose of explaining the objective criminal protection of the minor from the social point of view, we divided this topic into two sections.

Abstract:

Robust statistics Known as, resistance to errors caused by deviation from the stability hypotheses of the statistical operations (Reasonable, Approximately Met, Asymptotically Unbiased, Reasonably Small Bias, Efficient ) in the data selected in a wide range of probability distributions whether they follow a normal distribution or a mixture of other distributions deviations different standard .

power spectrum function lead to, President role in the analysis of Stationary random processes, form stable random variables organized according to time, may be discrete random variables or continuous. It can be described by measuring its total capacity as function in frequency.

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The Standards on Speedy Trial and Timely Resolution of Criminal Cases have some main purposes such as effectuate the right of the accused to a speedy trial, to further the interests of the public, including victims and witnesses, in the fair, accurate, and timely resolution of criminal cases; and to ensure the effective utilization of resources. Despite the importance of these principals, the Penal Legislator needs to recognize such principals in order to avoid the problem of prolonging the criminal proceedings. This study highlights the issue of delaying in criminal trials, and prolong the criminal proceedings, and to speed the Criminal Procedure, and how to avoid the problem and the dilemma around the lack of speeding of Criminal Proce

               In this research, the semiparametric Bayesian method is compared with the classical  method to  estimate reliability function of three  systems :  k-out of-n system, series system, and parallel system. Each system consists of three components, the first one represents the composite parametric in which failure times distributed as exponential, whereas the second and the third components are nonparametric ones in which reliability estimations depend on Kernel method using two methods to estimate bandwidth parameter h method and Kaplan-Meier method. To indicate a better method for system reliability function estimation, it has be

    This article aims to explore the importance of estimating the a semiparametric regression function ,where we suggest a new estimator beside the other combined estimators and then we make a comparison among them by using simulation technique . Through the simulation results we find  that the suggest estimator is the best with the first and second models ,wherealse for the third model we find Burman and Chaudhuri (B&C) is best.

   A comparison of double informative and non- informative priors assumed for the parameter of Rayleigh distribution is considered. Three different sets of double priors are included, for a single unknown parameter of Rayleigh distribution. We have assumed three double priors: the square root inverted gamma (SRIG) - the natural conjugate family of priors distribution, the square root inverted gamma – the non-informative distribution, and the natural conjugate family of priors - the non-informative distribution as double priors .The data is generating form three cases from Rayleigh distribution for different samples sizes (small, medium, and large). And Bayes estimators for the parameter is derived under a squared erro

    ان ظاهرة الالعاب المحرضة على العنف اصبحت منتشرة في الاسواق بشكل واسع الذي يعزو الى ضعف القوانين والانظمة والتعليمات المطبقة بحق المتاجرين وبالتالي انعدام التطبيقات القضائية ، ولخطورة التوجه الكبير لهذه الألعاب ، كما ان البحث في هذا الموضوع  وتحديد مسؤولية المتاجر بهذه الالعاب يجعل الدولة أكثر تحكما في هذه الظاهرة وتساعد على  الحد من انتشارها ومن ثم تخفيف حدة العنف السائد في المجتم

The trial stage is one of the important stages in the criminal case, which aims to assess the weight of the evidence, whether it is in the interest of the accused or against his interest. When the subject court presents the evaluation of the evidence, it presents it in terms of its value in proof. Therefore, the trial procedures guarantee to the litigants, especially the accused, many guarantees, including the right to defense and to express the requests that the legislator allowed them to make, and the judge is not bound by the requests of the litigants. He is free to deny the evidence and is not obligated to include in the reasons for his ruling all the evidence that was presented during the session. Rather, he is only obligated to sta