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jeasiq-1559
Comparison of the method of partial least squares and the algorithm of singular values decomposion to estimate the parameters of the logistic regression model in the case of the problem of linear multiplicity by using the simulation
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The logistic regression model is an important statistical model showing the relationship between the binary variable and the explanatory variables.                                                        The large number of explanations that are usually used to illustrate the response led to the emergence of the problem of linear multiplicity between the explanatory variables that make estimating the parameters of the model not accurate.                                                                 

The methods used to estimate the parameters of the logistic regression model in the case of the linear multiplication problem.                                                                                                

These methods are the method of regression of the partial least squares and the algorithm of singular value decomposion.                                                                                                        

The simulation method was used to compare estimation methods through the mean error squares of the model.                                                                                                                   

It has been shown through the comparison that the algorithm of singular value decomposion is best in estimating the parameters of the logistic regression model in the case of the problem of linear multiplicity.                                                                                                                        

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Publication Date
Wed Jan 17 2024
Journal Name
مجلة كلية بغداد للعلوم الاقتصادية الجامعة
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Publication Date
Mon Nov 12 2018
Journal Name
Arab Science Heritage Journal
رسالة رسالة في طبقات القراء لتاج الدين أحمد عبد القادر بن مكتوم القيسي (ت 749هـ) دراسة وتحقيق
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Tue Jan 01 2008
Journal Name
Alustath Journal For Human And Social Science
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Publication Date
Sun Nov 25 2018
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Sun Feb 10 2019
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Publication Date
Fri Mar 06 2026
Journal Name
Karbala Journal Of Physical Education Sciences
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Publication Date
Mon Oct 15 2018
Journal Name
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Publication Date
Sun Jun 18 2023
Journal Name
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Publication Date
Mon Sep 25 2023
Journal Name
Arab Science Heritage Journal
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Publication Date
Thu Oct 01 2020
Journal Name
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