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

The aim of this paper to find Bayes estimator under new loss function assemble between symmetric and asymmetric loss functions, namely, proposed entropy loss function, where this function that merge between entropy loss function and the squared Log error Loss function, which is quite asymmetric in nature. then comparison a the Bayes estimators of exponential distribution under the proposed function, whoever, loss functions ingredient for the proposed function the using a standard mean square error (MSE) and Bias quantity (M_bias), where the generation of the random data using the simulation for estimate exponential distribution parameters different sample sizes (n=10,50,100) and (N=1000), taking initial

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

The aim of the research is to estimate the hidden population. Here، the number of drug users in Baghdad was calculated for the male age group (15-60) years old ، based on the Bayesian models. These models are used to treat some of the bias in the Killworth method Accredited in many countries of the world.

Four models were used: random degree، Barrier effects، Transmission bias، the first model being random، an extension of the Killworth model، adding random effects such as variance and uncertainty Through the size of the personal network، and when expanded by adding the fact that the respondents have different tendencies، the mixture of non-random variables with random to produce

      The main problem when dealing with fuzzy data variables is that it cannot be formed by a model that represents the data through the method of Fuzzy Least Squares Estimator (FLSE) which gives false estimates of the invalidity of the method in the case of the existence of the problem of multicollinearity. To overcome this problem, the Fuzzy Bridge Regression Estimator (FBRE) Method was relied upon to estimate a fuzzy linear regression model by triangular fuzzy numbers. Moreover, the detection of the problem of multicollinearity in the fuzzy data can be done by using Variance Inflation Factor when the inputs variable of the model crisp, output variable, and parameters are fuzzed. The results were compared usin

In this paper the method of singular value decomposition  is used to estimate the ridge parameter of ridge regression estimator which is an alternative to ordinary least squares estimator when the general linear regression model suffer from near multicollinearity.

الحمد لله ، والصلاة والسلام على سيدنا محمد رسول الله ، وعلى آله وأصحابه ومن والاه.

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فقد تبارى العلماء لخدمة ديننا الحنيف، توثيقاً، وتحليلاً، ودراسة، مضافاً للتعريف بالأعلام الذين أسهموا في إرساء معالم الدعوة الإسلامية، وقد تباينت أساليب علمائنا الأفذاذ، فلكل كان منهجه وطريقته، مقصدهم في هذا، حبهم لهذا الدين، والذبّ عن العقيدة، ومن هؤلاء الجهابذة، العلامة عبد الله بن ابراهيم الميرغني ا

هدفت الدراسة الى التعرف على تأثير التمرينات الخاصة في تطوير بعض القدرات البدنية وأداء المهارات الدفاعية الفردية لدى افراد عينة البحث، اذ أستخدم الباحثان المنهاج التجريبي بتصميم المجموعة الواحدة ذات الاختبار القبلي والبعدي، وأختار الباحثان مجتمع البحث بالطريقة العمدية لاعبي منتخبات تربية في محافظة بغداد وعينة البحث تكونت من لاعبي منتخب تربية الكرخ الأولى والبالغ عددهم (12) لاعباً، وتم اختيار عينة البح