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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
Sun Jan 01 2012
Journal Name
Journal Of The College Of Languages (jcl)
L`image du héros romantique dans: Un Barrage Contre Le Pacifique et L`Amant
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Dans le roman moderne, le type du héros est depuis longtemps devenu suspect.  Il risque même de disparaitre dans ce qu´on désigne le Nouveau Roman qui, se concentrant plutôt sur les objets, décrits minutieusement, refuse la fonction épistémologique traditionnelle de la littérature. Cette conception se manifeste, sur le plan formel, par certains traits typiques, comme la relativisation des points de vue, la décomposition de l´action, la destruction du temps, la décomposition de l´espace et la désintégration du personnage romanesque dont les liens avec la société sont coupés.

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Publication Date
Tue Nov 13 2018
Journal Name
Arab Science Heritage Journal
استيلاء (هنري تيودور) Henry Tudor واستيلاءه على السلطة في انكلترا عام1485
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Some great families in England had competed for the sake of getting authority and power in England.

This competition turned to be a bloody civil war which extended till 1455 and ended with the victory of Henry Tudor whose judgment in England started from 28th of August 1458, consequently a new dynast which is known as (the Tudor)has established

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Publication Date
Mon Oct 22 2018
Journal Name
Arab Science Heritage Journal
السحر السحر وعقوبته في المجتمع الإسلامي من خلال القرآن والسنة النبويةالشريفة
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إن المعتقدات الخاصة بالسحر والعرافة قديمة جدا كون الإنسان عرف الكثير منها ومارس أنواع من الأساليب السحرية منذ أقدم العصور ومن أكثر العلوم التي حرم تعليمها ونشرها هو علم السحر والسيمياء أو الكيمياء والشعبذة والحيل . ومع ذلك عرف السحر من قبل سكان بلاد وادي الرافدين ولاسيما في بابل والسحر يمثل أقدم مرحلة في تطور العقل البشري .

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Publication Date
Sun Jan 03 2010
Journal Name
Journal Of Educational And Psychological Researches
اثر الاسئلة السابرة في تحصيل طلاب الصف الرابع العام لمادة التاريخ
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The importance of teaching methods and procedures comes from the nature and significance of the questions raised inside the classroom. That is, because questions, in fact, are the means of communication and interaction in the class situation. Therefore they are considered as indispensible elements in any teaching approach. Furthermore, it is noticeable that the majority of teachers fail in using them, for questions are often casted spontaneously and without pre-planning. Hence, a delay may occur in realizing the pre-set objectives, and let alone the dominance of stereotyped questions, especially when the teachers focus on a type of question which can be directly answered from the text-book.

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Publication Date
Thu Aug 27 2020
Journal Name
Arab Science Heritage Journal
المقومات السكانية والاقتصادية للمجتمع واثرها في تاريخ بغداد المعاصر 1940-1960م
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       Our research, entitled(Population and economic determinants of society and its impact in the history of contemporary Baghdad 1940-1960), dealt with a number of historical facts and events of the social, demographic and economic

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Publication Date
Tue Jan 12 2021
Journal Name
Arab Science Heritage Journal
الأثر الوظيفي للإعلام النسوي في الاصلاح السيدة زينب (عليها السلام ) أنموذجا
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      The pause of AL-Hawra Zainab(peace be upon her) is a great opportunity to show the Muslim woman in combating injustice and tyranny, but we find the lack of knowledge of the leader of the media AL-Husseini(peace be upon 

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Publication Date
Tue Aug 29 2023
Journal Name
حوليات اداب عين شمس
مقارنات اشتقاقية بين العبرية و العربية والارامية في عمل سعديا جاؤون
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Publication Date
Tue Nov 06 2018
Journal Name
Arab Science Heritage Journal
العامل العامل الاقتصادي وأثره في نشوء المدن الإسلامية وتطورها ( بخارى ) أنموذجاً
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After atour-For quite somtime,in the field of research and investingation on the economic aspects and the impact of her money is mportantin the evolution and emegece of the Islamic countres,especially including especially Morkhana him specimer nigh borhood the countries of the mashreq al islami,searhout,among other things summarilesas

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Publication Date
Wed Nov 14 2018
Journal Name
Arab Science Heritage Journal
توظيف توظيف التراث في المونودراما المسرحية (نصوص د. علي حداد أنموذجاً)
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Arabic humanity heritage had considered as a treasure of artistic, literary aspects, which is full of energies to embody investment by suitable historical ideology.

Theatre, art can be used, corresponded to make special essay reflecting a desire to establish cultural notification.

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Publication Date
Thu Jul 02 2009
Journal Name
Journal Of Educational And Psychological Researches
توظيف رســوم الاطفال كوحدات تصميمية تعليمية في اقمشة ستائر رياض الاطفال
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مشكلة البحث

ان التصميم هو توالد افكار عدت اساس له حيث انها اشياء لها معنى لامور اقتضت الايعاز باعداد هذه التصاميم، اما المصمم فهو الشخص الملم بمباديء واسس التصميم من اجل تنفيذ هذه الافكار بطرق علمية مدروسة، الا ان هناك سؤالا يطرح هل بالامكان لاي شخص ان يرسم فكرة تصميمية؟

الجواب هو نعم فالتصميم ليس مقتصرا على المصمم فحسب بل ان باستطاعة أي شخص ان يعبر عن ما بداخله من افكار سواء ك

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