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The use of the Principal components and Partial least squares methods to estimate the parameters of the logistic regression model in the case of linear multiplication problem
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Abstract

  The logistic regression model is one of the nonlinear models that aims at obtaining highly efficient capabilities, It also the researcher an idea of the effect of the explanatory variable on the binary response variable.                                                                                                       

The large number of explanatory variables usually used to illustrate the response led to the problem of linear multiplicity between the explanatory variables that make estimating the parameters of the model not very accurate.                                                                                

In this paper, examined methods for estimating the parameters of the logistic regression model in the case of the problem of linear multiplicity These methods are: Principal components of logistic regression method and Partial least square regression method.                                                                                                                                       

The results of the simulation showed that the method (PCLR(3pc’s)) is best for estimating the parameters of the binary logistic regression model response in the case of a problem of linear multiplicity.                                                                                                                                 

 

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Publication Date
Tue Apr 30 2024
Journal Name
مجلة ارض الشام
الملل الاكاديمي لدى طلبة المرحلة المتوسطة في ضوء بعض المتغيرات
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هدف البحث التعرف على الملل الأكاديمي لدى طلبة المرحلة المتوسطة، فضلا عن التعرف على الفروق في الملل الاكاديمي على وفق متغير الجنس ومتغير الصف الدراسي، استخدمت الباحثة المنهج الوصفي، تكونت عينة البحث من ( 200) طالباً وطالبة تم اختيارهم بطريقة عشوائية وبعد تطبيق مقياس الملل الاكاديمي (من اعداد الباحثة) على عينة البحث وباستخدام الوسائل الإحصائية المناسبة توصلت نتائج البحث الى ان: طلبة المرحلة المتوسطة تعاني من ال

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Publication Date
Thu Dec 31 2020
Journal Name
College Of Islamic Sciences
Mada alfay fi taqrir lays kamithlih shay Sheikh Abrahim al kurde
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The message of the Kurdish tag tagged with(Mada alfay fi taqrir lays  kamithlih shay) one of his most prominent scientific messages in the door of faith, especially in the matter of the unification of the divine self and its distancing from all analogies and representations  and the importance of this message historically, due to its documentation of a stage in the development of Islamic speech thought, where the logical method was taken over the minds of the intellectuals of Islam, including the kurani, whether it is in understanding the quranic and modern meaning or as a way of convincing me towards the opponent.

The Kurd was able to use logical concepts to marginalize the difference between grammarians and interprete

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Publication Date
Sun Dec 02 2018
Journal Name
Arab Science Heritage Journal
الفكر الفكر التربوي في طروحات الامام جعفر الصادق (عليه السلام)
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Find spins educational thought in the arguments of Imam Jafar Sadiq ( peace be upon him ), which is a valid approach to every age and generation , a fact the Lord's suitable for all ages, and a natural extension of the message the sky . Here was a project of Imam Sadiq ( peace be upon him ) for the breeding of individuals and the Islamic nation in general, so it was launched search to explain features of this educational thought when Imam Jafar Sadiq ( peace be upon him )

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Publication Date
Sat Oct 27 2018
Journal Name
Journal Of Planner And Development
"(الامكانات التنموية واستثمارها في التنمية السياحية "منطقة الدراسة – (قضاء بلد
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Publication Date
Mon Jan 01 2024
Journal Name
بيت الحكمة
دور مجلس المنافسة في الحد من الممارسات التمييزية ضد العمالء
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Publication Date
Sun Sep 01 2024
Journal Name
مجلة ديالى للبحوث الإنسانية
البنية التركيبية والبيانية في قصيدة (أدر الكؤوس) لعبد الحسن زلزلة
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يعد التحليل البلاغي تركيبيا وبيانيا من الآليات الكاشفة عن الدلالات العميقة المتولّدة جراء علاقات البنية السطحية ، مكونة نسقاً دلالياً متماسكاً ومشحوناً بتكثيف معنوي للصور البلاغية المنسوجة في نص القصيدة، والتي تفتح للمتلقي نافذة التشكيل المتخيل لحال الشعب وحاكمه ، والعلاقة القائمة بينهما في القصيدة ، إذ نسج الشاعر علائقية متنامية الدلالة بين أجزاء قصيدته ووحداتها ؛ لتكون كلاً واحداً ناقلاً المتلقي لواق

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Publication Date
Wed Jul 01 2015
Journal Name
Journal Of Educational And Psychological Researches
دور القيم الأخلاقية في تعديل السلوك الانساني وفق المنظور الاسلامي
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Praise be to Allah and peace be upon our master and lover of our hearts and our souls doctor Muhammad and divine , especially the rest of God in Aladdin , and a curse on all the enemies to the day of judgment ,

After : The issue of education of man , and brought up within the curriculum properly and comprehensively cannot be completed for the seriousness and accuracy without revelation , the Qur'an inspiring , than when gentle expert , is a factory of man and humanity , in fact ... is the process of modifying behavior, one of the goals of education community at various levels in the family the school and the whole university and other educational institutions and community-based factories humanity that th

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Publication Date
Tue Oct 05 2021
Journal Name
Arab Science Heritage Journal
اسرة بنو الشحنة ودورها في الحياة الادارية خلال العصر المملوكي
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The sultans of the Mamluk state, since the establishment of their state in the year   AD, were keen to bring scholars closer to them, and entrusted the vra in the state.  ;  This is because of their confidence in

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Publication Date
Thu Nov 08 2018
Journal Name
Arab Science Heritage Journal
براعة براعة علماء الأندلس في الزراعة من خلال مؤلفاتهم الفلاحية
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           It was the sayings of Andalusia scholars in agriculture based on experiments and theories that helped a lot in the success and development of agriculture in the Andalusia ,and also The divisions of the soil and out types and forms it helped a lot of to know arable of non-arable land earth and all off the determination of the color of repentance is important often discovered by agricultural scientists and that helped in the cultivation of certain crops in certain land without another land.and though each particular agricultural crops specific soil in which to live and not live in other soil ,

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Publication Date
Wed Dec 20 2023
Journal Name
Arab Science Heritage Journal
السقيان الدلاليان الادراكي و التعبيري في اسماء البضائع دراسةلسانية وصفية
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The research studies the semantic generation structures of
commodity names in the Baghdad dialect of Arabic, specifically
those names that reflect popular taste. Through descriptive field
studies of the social use of these words

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