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Building discriminant function for repeated measurements data under compound symmetry (CS) covariance structure and applied in the health field
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Discriminant analysis is a technique used to distinguish and classification an individual to a group among a number of  groups based on a linear combination of a set of relevant variables know discriminant function. In this research  discriminant analysis used to analysis data from repeated measurements design. We  will  deal  with the problem of  discrimination  and  classification in the case of  two  groups by assuming the Compound Symmetry covariance structure  under  the  assumption  of  normality for  univariate  repeated measures data.

 

The importance of this research represented to find the best model  to classify  a  group of  patients who  suffer  from diabetes.  For  the purpose of studying the effects of  the number of correlations, variances, and umber of  repeated  measurements  on the performance of classification rules for this  type of  data  based on monthly measurements  of  glycosylated  hemoglobin (HbA1C) in the blood was taken in three stages, which  is  the beginning  of  the experiment, and after three months, and  then  six  months for two groups of patients, the first group consists of  (38)  patients  was  suffered  from  diabetes  type (I)  and  the second group includes (33) patients suffered from diabetes type (II).

 

And through this research, concluded that when the number of parameters began to increase. Thus, the apparent error rate  begin to increasing, and this is what reduces the efficiency of classification rules for this type of data. And  we  recommend  by  using  the linear discriminant function when you focus on the least number of parameters to build the classification rule. And quadratic discriminant procedure Represented by equal the variance and different correlation parameters  under compound symmetry covariance structures

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Publication Date
Sun Jun 02 2019
Journal Name
Journal Of Legal Sciences
Factors Affecting a Doctor’s Obligation to Inform
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The physician's commitment to medical insight is affected by several factors that vary from patient to patient in terms of the nature of the disease, the severity of the disease, the age of the patient, and the purpose of undergoing medical intervention. There are circumstances surrounding patients that require the physician to reduce the insight towards them, by concealing medical information. The physician must firmly commit to expanding the scope of his vision to a wider extent than in normal medical work. Therefore, we will discuss in this regard the cases in which medical explanation is reduced and the cases that require confirmation in the following order.

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Publication Date
Wed Sep 20 2023
Journal Name
وقائع المؤتمر العلمي العاشر لكلية اللغات
القدرية في قصص يتسحاق شامي القصيرة
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Publication Date
Wed Jun 01 2005
Journal Name
Journal Of The College Of Languages (jcl)
السخرية والمفارقة في شعر احمد مطر
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السخرية والمفارقة في شعر احمد مطر

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Publication Date
Wed Oct 24 2018
Journal Name
Journal Of Planner And Development
مواد وتقنيات البناء المستدامة في العراق
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Publication Date
Sat Mar 07 2026
Journal Name
Journal Of Babylon Center For Humanities Studies
ثورات اليهود في عهد الدولة الرومانية
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Publication Date
Wed Feb 02 2022
Journal Name
مجلة الشرق الأوسط للدراسات القانونية والفقهية
أثر الارادة المفترضة في تحديد المسؤوليةالجنائية
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Publication Date
Sun Dec 27 2020
Journal Name
Journal Of Accounting And Financial Studies ( Jafs )
دور الضمانات في تطور المصارف الاسلامية
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Islamic banking refers to a system of banking or banking activity that is consistent with the principles of the Shari'ah (Islamic rulings) and its practical application through the development of Islamic economics. The principles which emphasise moral and ethical values in all dealings have wide universal appeal. Shari'ah prohibits the payment or acceptance of interest charges (riba) for the lending and accepting of money, as well as carrying out trade and other activities that provide goods or services considered contrary to its principles. While these principles were used as the basis for a flourishing economy in earlier times, it is only in the late 20th century that a number of Islamic banks were formed to provide an alternative basi

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Publication Date
Sat Mar 07 2026
Journal Name
Journal Of Al-qadisiya In Arts And Educational Sciences
الرفض والاحتجاج في الأدب العبري الحديث
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Publication Date
Mon Jul 22 2019
Journal Name
Arab Science Heritage Journal
التطرف الفكري وانعكاساته الاجتماعية في بغداد
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يعدّ التطرف الفكري من أكبر الازمات التي تعرض لها العراق بصورة عامة ،
وبغداد بشكل خاص خلال حقب تاريخية مختلفة

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Publication Date
Tue Aug 19 2025
Journal Name
مركز الدبمقراطي العربي
ناظم الكوتا دراسة في المببرات السياسية
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لاحظ صناع القرار السياسي عدم مشاركتهم لمجموعة من الطوائف الاجتماعية في صنع القرار السياسي للدولة، مما دفعهم لتقوية هذه الطوائف، وتمت التدقيق في الجانب النسوي وعدم مشاركتهم في اتخاذ القرارات رغم الفئة الكبير منهم في المجتمع، مما أدى لاتخاذ أنظمة تساعد على تمثيل هذه الفئة في الحكم النيابي من خلال نظام الكوتا.

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