التنبؤ باستخدام أنموذج انحدار بواسون

Other Title(s)

Prediction by using poisson regression model

Author

هبة لقمان أمين

Source

مجلة جامعة الأنبار للعلوم الاقتصادية و الإدارية

Issue

Vol. 13, Issue 3 (30 Sep. 2021), pp.305-314, 10 p.

Publisher

University of Anbar Department of Economics and Administration-Ramadi

Publication Date

2021-09-30

Country of Publication

Iraq

No. of Pages

10

Main Subjects

Economy and Commerce

Topics

Abstract EN

In this research, the construction of Poisson regression model which it has been applied to real data, Obtained from the 7up drink Factory in Mosul, This data consists of two variables, The first is called a variable response, denoted by (y) which represents the percentage of carbon dioxide in a 7up drink, The second variable is called the explanatory variable, symbolized by (x), which represents pressure, and the Sample size (600) watch by using the IBM SPSS statistics 23 software to analyze the data, Use the inferential analytical approach Which is to study the regression analysis with Focusing on how to estimate and explain its parameters Through the application of numerical analysis in a way Newton – Raphson to estimate the model parameters After the failure of Maximum Likelihood Method(ML).

The goal is to obtain the appropriate model which represents the data under study, use this model to predict the values of the response variable, and depend on Mean Square Error(MSE) In comparing the original values of the data with the predicted values through the model, Results after estimating the Poisson regression model showed that the estimated values converged with the real values and with a small MSE value.

American Psychological Association (APA)

هبة لقمان أمين. 2021. التنبؤ باستخدام أنموذج انحدار بواسون. مجلة جامعة الأنبار للعلوم الاقتصادية و الإدارية،مج. 13، ع. 3، ص ص. 305-314.
https://search.emarefa.net/detail/BIM-1313071

Modern Language Association (MLA)

هبة لقمان أمين. التنبؤ باستخدام أنموذج انحدار بواسون. مجلة جامعة الأنبار للعلوم الاقتصادية و الإدارية مج. 13، ع. 3 (2021)، ص ص. 305-314.
https://search.emarefa.net/detail/BIM-1313071

American Medical Association (AMA)

هبة لقمان أمين. التنبؤ باستخدام أنموذج انحدار بواسون. مجلة جامعة الأنبار للعلوم الاقتصادية و الإدارية. 2021. مج. 13، ع. 3، ص ص. 305-314.
https://search.emarefa.net/detail/BIM-1313071

Data Type

Journal Articles

Language

Arabic

Notes

-

Record ID

BIM-1313071