In this paper we estimate the coefficients and scale parameter in linear regression model depending on the residuals are of type 1 of extreme  value distribution for the largest values . This can be regard as an improvement for the studies with the smallest values . We study two estimation methods ( OLS  & MLE ) where we resort to Newton – Raphson (NR) and Fisher Scoring methods to get MLE estimate because the difficulty of using the usual approach with MLE . The relative efficiency criterion is considered beside to the statistical inference procedures for the extreme value regression model of type 1 for largest values . Confidence interval , hypothesis testing for both scale parameter and regression coefficients

This research deals with unusual approach for analyzing the Simple Linear Regression via Linear Programming by Two - phase method, which is known in Operations Research: “O.R.”. The estimation here is found by solving optimization problem when adding artificial variables: Ri. Another method to analyze the Simple Linear Regression is introduced in this research, where the conditional Median of (y) was taken under consideration by minimizing the Sum of Absolute Residuals instead of finding the conditional Mean of (y) which depends on minimizing the Sum of Squared Residuals, that is called: “Median Regression”. Also, an Iterative Reweighted Least Squared based on the Absolute Residuals as weights is performed here as another method to

The two parameters of Exponential-Rayleigh distribution were estimated using the maximum likelihood estimation method (MLE) for progressively censoring data. To find estimated values for these two scale parameters using real data for COVID-19 which was taken from the Iraqi Ministry of Health and Environment, AL-Karkh General Hospital. Then the Chi-square test was utilized to determine if the sample (data) corresponded with the Exponential-Rayleigh distribution (ER). Employing the nonlinear membership function (s-function) to find fuzzy numbers for these parameters estimators. Then utilizing the ranking function transforms the fuzzy numbers into crisp numbers. Finally, using mean square error (MSE) to compare the outcomes of the survival

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

Linear regression is one of the most important statistical tools through which it is possible to know the relationship between the response variable and one variable (or more) of the independent variable(s), which is often used in various fields of science. Heteroscedastic is one of the linear regression problems, the effect of which leads to inaccurate conclusions. The problem of heteroscedastic may be accompanied by the presence of extreme outliers in the independent variables (High leverage points) (HLPs), the presence of (HLPs) in the data set result unrealistic estimates and misleading inferences. In this paper, we review some of the robust

            Colon cancer is an abnormal growth of cells that occurs in the large intestine. Sometimes growth remains restricted for a relatively long time before it becomes a malignant tumor and then spreads through the intestinal wall to the lymph nodes and other parts of the body. The study aims to estimate the effectiveness and partial purification of lipoxygenase (LOX) enzyme and measure gamma-glutamyle transferase (GGT) activity in serum patients of colon cancer in Baghdad. The study included (80) case male patients with colon cancer with (50) samples of apparently healthy males (control) as comparison group. The result displayed a noteworthy increase in lipoxygenase effectivene

إننا نتحدث عن عناصر السرعة مهمة وهي السرعة الانتقالية للأطراف السفلى والسرعة الحركية للذراع المسلحة والسرعة الحركية للطعن وسرعة رد الفعل وسرعة الاستجابة في أداء واحد او ما يسمى بالسرعة التفاعلية؛ لذا هدفت الدراسة الى اعداد تدريبات خاصة تتميز بتمازج أنواع السرعة التي تحتاجها رياضة المبارزة في أداء واحد ومن ثم معرفة تأثير تلك التدريبات في تطوير بعض الجمل الحركية في سلاح الشيش وقد استعمل المنهج التجريبي

المستخلص يهدف البحث إلى تحديد دور ألإدارة الخضراء للموارد البشرية بأبعاده المتمثلة في (التوظيف ألأخضر, التدريب والتطوير ألأخضر, تقييم ألإداء ألأخضر , التعويضات والمكافئات الخضراء) في ألإداء الريادي للمنظمة بأبعاده المتمثلة في ( التخطيط المسبق, الكفاءة, الفاعلية, المؤشر الريادي, التجديد والتحديث ) .  لذا يحتل البحث أهمية بالغة لكونه يعالج مسألة مهمة وحديثة في ألإداء الريادي, ألا وهي ألإدارة الخضراء

Competitive swimming is a highly researched area and technological developments have aided advances in the understanding of the biomechanical principles that underpin these elements and govern propulsion. Moreover, those working in the sports field especially in swimming are interested in studying, analyzing, evaluating and developing motor skills by diagnosing the strengths and weaknesses of the skill, and accordingly, coaches and specialists correct these errors. The researchers chose this (Butterfly swimming) and the (arm length) is an important variable because the success of the stroke is greatly dependent on the propulsion generated from the arm pull, and swimmers with a longer arm span have a mechanical advantage with the resulting f

هدف البحث إلى بناء مقياس التفكير المنتج بالجمناستك لطالبات، وأعتمد المنهج الوصفي بأسلوب العلاقات الارتباطية على عينة من طالبات المرحلة الثانية في كلية التربية البدنية وعلوم الرياضة للبنات/جامعة بغداد للعام الدراسي (2023/2024) البالغ عددهن الكلي (38) طالبة، وتم اختيار العينة بطريقة عمدياً بأسلوب الحصر الشامل بنسبة (100%) من المجتمع الأصل، واختير منهن (5) طالبات عشوائياً للعينة الاستطلاعية، وتم معالجة النتائج أل