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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
Tue Sep 27 2022
Journal Name
Arab Science Heritage Journal
الشعرية بين عالمي نازك الملائكة وفدوى طوقان (دراسة موازنة)
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The concept of poetics has different dimensions, part of which is related to the creative achievement, and part is related to the critical perspective. The task of this research

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Publication Date
Mon Jun 29 2009
Journal Name
مجلة مركز الدراسات الفلسطينية /جامعة بغداد
المشروع النووي الايراني :بين الاحتواء السياسي والتهديد العسكري الاسرائيلي
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يناقش البحث النشأة التاريخية للبرنامج النووي الايراني وحقيقة الدوافع الايرانية ورا المساعي وراء امتلاك القنية النووية ، ومارثون المفاوضات التي قادتها الترويكا الثلاثة النتمثله بكل من (فرنسا ،المانيا ، بريطانيا)لاحتواء تداعيات البرنامج النووي الايراني في ما لو استطاعت ايران تصميع قنبلة نووية والضغوط الامركية والاسرائيلية لاحتواء البرنامج

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Publication Date
Wed Mar 15 2023
Journal Name
مجلة بحوث الشرق الاوسط
جدلية العلاقة بين السلطة والعنف في الفكر السياسي الاسلامي
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Publication Date
Wed Dec 30 2020
Journal Name
Journal Of Planner And Development
Balanced Urban Development, A Strategy To Address Tension Between Different Contexts
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In their growth stages, cities become an aggregation of different urban contexts as a result of development or investment projects with other goals, which creates urban tension at several levels. Previous studies presented different approaches and methods to address specific aspects of urban stress, and thus contemporary visions and propositions varied, which required a field for research. The research, from a review of the proposals, the research problem emerged in need to study the indicators and trends of balanced urban development that address the tensions between different social, economic and urban contexts". Accordingly, the objective of the research is determined as "Building a comprehe

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Publication Date
Thu Jul 29 2021
Journal Name
Arab Science Heritage Journal
اللغة ما بين العامية والفصحى في مجلة لغة العرب
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The Arabic language is one of the important magazines that issued in our contemporary history not only on the Iraqi level but according Arabic one as well because it considered

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Publication Date
Tue Sep 27 2022
Journal Name
Arab Science Heritage Journal
الشعرية بين عالمي نازك الملائكة وفدوى طوقان (دراسة موازنة)
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The concept of poetics has different dimensions, part of which is related to the creative achievement, and part is related to the critical perspective.

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Publication Date
Mon Nov 26 2018
Journal Name
Arab Science Heritage Journal
التباين بين مفهوم المشروع الإسلامي الحضاري والمشروع العولمي الغربي
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The Islamic civilizational project has become anurgent necessity when Muslims and Arabs faced in recent years, with serious of challenges and the dangers that surrounded them; Globalization is one of these challenges.

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Publication Date
Wed Sep 25 2019
Journal Name
Journal Of The College Of Education For Women
التعايش السلمي بين الرسول (ص) والمخالفين له في المعتقد
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يتناول هذا البحث اساسيات التعامل بين الرسول الأعظم r وبين المخالفين له في المعتقد، وضرورة التسامح الديني الذي أقره الاسلام وطبقه الرسول الكريم r في حياته، وعلمه لأصحابه الكرام t، وأصناف الناس الذين تعايش معهم الرسول r مدة سيرته العطرة، لاسيما الكفار وأهل الكتاب والمنافقين، مستندا إلى كتب التفسير والحديث النبوي الشريف، وقد جعل الباحث لكل منهم مبحثا مستقلا ، ثم انتهى إلى الخاتمة وأهم التوصيات .

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Publication Date
Thu Oct 01 2015
Journal Name
Journal Of Economics And Administrative Sciences
Create sustainable value to the customer through the integration of the relationship between total quality management and relationship marketing
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Purpose: This research seeks to provide a point of view based on the creation of sustainable value to the customer of the banks in the context of total quality management and relationship marketing. It aims to develop a model to measure the value of sustainable customer peduncular under total quality management PAL (administrative leadership, involvement of employees, continuous improvement, process improvement, staff training), through the mediation of relationship marketing and objective dimensions (administrative leadership, involvement of employees, continuous improvement, improving processes , staff training), and to explore any of the variables and dimensions more influential in the creation of sustainable value to the cust

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Publication Date
Wed Oct 04 2023
Journal Name
Arab Science Heritage Journal
الامام الجويني و دوره في ازدهار الحياة العلمية في مدينة نيسابور ((ت478هـ/1085م))
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The city of Nishapur is one of the cities that had a prominent position and a clear impact on the flourishing of the scientific movement, and this position that it enjoyed was achieved because of the scholars who were incubating them. Who had a great role in the flourishing of scientific life through his scientific activity, as he worked as a teacher for thirty years in its regular school, in addition to his work in rhetoric, preaching and scientific circles, in addition to his many books in various sciences, as he did not specialize in one science only, but rather collected all the sciences of his time and excelled in them. He enriched the Arab and Islamic library with it.

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