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jeasiq-725
Comparison of Partial Least Squares and Principal Components Methods by Simulation
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Abstract                                                                                              

The methods of the Principal Components and Partial Least Squares can be regard very important methods  in the regression analysis, where they are used to convert a set of highly correlated variables to a set of new independent variables, known components and those components are be linear and orthogonal independent from each other , the methods are used to reduce dimensions  in regression analysis                                                                            

In this paper , we use Partial Least Squares method with  Non -linear Iterative partial least squares NIPALS(PLS1) algorithm and the principal components method with Singular Value Decomposition(SVD )algorithm  , the simulation experiments are conduct to compare between their methods  assuming that the error is normally  distributed , several combination are supposed in simulation for both sample size, number of observation, dimension, and we find that the partial least squares method is better than the Principal Components method in two case, number of observation is greater than the number of variables(n>p) and the number of variables is greater than the number of observation (p>n).                                       

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Publication Date
Wed Dec 29 2021
Journal Name
Journal Of The College Of Education For Women
The Degree of Secondary School Managers' Practice of Servant Leadership in Gaza from the Teachers’ Perspective : رندة عيد شرير, و سحر محمد حرب
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Abstract

The study aims to know the degree of secondary school managers' practice of servant leadership in Gaza from their teachers’ perspective. It further aims to examine whether there are any statistically significant differences at (α 0.05≥) between the means of the study sample’s members attributed to variables such as (gender, educational qualification, and years of experience). To achieve the objectives of the study, the study adopted the descriptive survey method, using a questionnaire consisting of (30) items distributed to four domains: (workers service, ethical dealing, motivation & influence, and building an organized, integrated society). Then, the questionnaire was distributed to  t

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Publication Date
Thu Dec 13 2018
Journal Name
Arab Science Heritage Journal
الدلالات الدلالات الصوتية للغة العربية في القران الكريم بين الحداثة والتجديد
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 A lot of researchers and specialists in language sciences have been agreed that Arabic language is on of living languages never disappear and keep pace with innovation and the challenges of the age and evolution civilization i.e any development in it’s connotations doesn't tzopped it (melted

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Publication Date
Thu Dec 31 2020
Journal Name
College Of Islamic Sciences
التعارض بين الرواية والفتوى وأثره في اختلاف الفقهاء في أحكام العبادات
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فإن مسألة التعارض بين الرواية، والفتوى، من المسائل المشهورة عند الأصوليين والفقهاء، وهي من مباحث السنة عند الأصوليين، والتي تبنى عليها مسائل متعددة، وهي من أسباب اختلاف الفقهاء، فإذا ما روى أحد الرواة حديثاً معيناً، ثم عمل بخلاف ما روى، فللعلماء في ذلك خلاف، مبني على أن العبرة بروايته

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Publication Date
Mon Jan 14 2019
Journal Name
Arab Science Heritage Journal
رفع التعارض بين أدلة أقسام الحكم التكليفي ونماذج من التطبيقات الفقهية
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الحمد لله الذي أمر عباده بكل خير واجب أو مندوب ، ووعدهم بالثواب على قليله وكثيره بقوله (فَمَنْ يَعْمَلْ مِثْقَالَ ذَرَّةٍ خَيْرًا يَرَهُ) سورة الزلزلة ، الآية ، ( 7 ) ونهاهم عن كل شر محرَّم أو مكروه وتوعدهم بالعقاب على كل محظور جليله وحقيره ( وَمَنْ

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Publication Date
Thu Jun 20 2019
Journal Name
Baghdad Science Journal
Teen-Computer Interaction: Building a Conceptual Model with Thoughts- Emotion-Behaviour
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Teen-Computer Interaction (TeenCI) stands in an infant phase and emerging in positive path. Compared to Human-Computer Interaction (generally dedicated to adult) and Child-Computer Interaction, TeenCI gets less interest in terms of research efforts and publications. This has revealed extensive prospects for researchers to explore and contribute in the region of computer design and evaluation for teen, in specific. As a subclass of HCI and a complementary for CCI, TeenCI that tolerates teen group, should be taken significant concern in the sense of its context, nature, development, characteristics and architecture. This paper tends to discover teen’s emotion contribution as the first attempt towards building a conceptual model for TeenC

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Publication Date
Sat Oct 09 2021
Journal Name
مجلةالعلوم الاجتماعية
العلاقة بين قلق الاختبار والكفاءة الرياضية لطلبة كلية التربية ابن الهيثم
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يهدف البحث الى التعرف على بقاء اثر المعلومة عن طريق الاجابة عن السؤال: ما مدى بقاء اثر التعلم بين التعليم الالكتروني والتعليم الاعتيادي ( الحضوري )؟ تم تطبيق البحث في العام الدراسي( 2020-2021 م) في العراق. تم استخدام المنهج الوصفي بالاسلوب المقارن في عقد مقارنة بين التعليم الالكتروني والتعليم الاعتيادي. وقد تحدد مجتمع البحث لطلبة المرحلة الرابعة كلية التربية للعلوم الصرفة – ابن الهيثم واستخدمت العيتة من قسم

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Publication Date
Wed Dec 20 2023
Journal Name
Arab Science Heritage Journal
فن التشبيه بين بالغة أرسطو والبالغة العربية كتابا الخطابة والبديع إنموذجا
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The art of analogy is considered the first of the graphic arts, while
Ibn al-Mu'taz counted it in the second section of his wonderful book
was labeled with the art of simile due to his frequent use of the art of
simile in his poetry

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Publication Date
Fri Jun 01 2007
Journal Name
Journal Of Economics And Administrative Sciences
جدلية التنظرية في الذاكرة المنظمة بين متاهة النماذج الصناعية وواقعيةالنموذج الهجين
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جدلية التنظرية في الذاكرة المنظمة بين متاهة النماذج الصناعية وواقعيةالنموذج الهجين

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Publication Date
Tue Aug 13 2024
Journal Name
الترجمة و اللسانيات - جمعية المترجمين العراقيين
تأثير تفاسير الترجمة الارامية لأسفار المكتوبات (بحث مقارن بين العبرية والارامية)
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Publication Date
Mon Oct 22 2018
Journal Name
Arab Science Heritage Journal
نحو نحو نظام لغوي عربي متوازن في المساواة بين الرجل والمرأة
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     Human Rights The word of graduation in the Arabic language to many meanings may be the most appropriate of what Al-Ragheb Al-Isfahani said in the right: is the coming of the thing from saying or doing at the time it must and in the form that must be, so the term human rights includes the following:First: A party has the right and another duty to.

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