The robust M method was used to estimate the Poisson regression model for the number of unemployed persons in Iraq

Authors

  • Muhammad Ghazi Jawad
  • Aseel Abd Al-Razzaq Rashid

DOI:

https://doi.org/10.31272/jae.i139.1091

Keywords:

Poisson regression, M estimator method, number of unemployed

Abstract

The Poisson regression model is one of the important enumeration models, as it was used to model much population, economic and health phenomena. Because of the presence of outliers in the data, the robust M method was used to estimate the parameters of this model, based on data for the unemployed in Iraq as a variable in response to the period (2004-2021) and the annual population growth rate as the first explanatory variable and the annual inflation rate as a second explanatory variable and within the same period, where The results revealed the association of these variables with a significant relationship with an inverse effect with the response variable.

References

- هادي , خديجة عبد الكريم , 2021 " مقارنة بعض الطرائق الحصينة لتقدير انموذج الانحدار للبيانات ذات التوزيع الطبيعي الملتوي " رسالة ماجستير , كلية الادارة والاقتصاد , الجامعة المستنصرية .

- باهض , زهراء خالد , 2022 " التقدير الحصين لأنموذج الانحدار شبه المعلمي مع تطبيق عملي " رسالة ماجستير , كلية الادارة والاقتصاد , الجامعة المستنصرية .

- الجشعمي , حسين علي , 2007 " مقارنة لبعض المقدرات الحصينة لمعالم النماذج اللاخطية " , اطروحه دكتوراه , كلية الادارة والاقتصاد , الجامعة المستنصرية .

- Winklmann Rainer , 2008 , " Econometric Analysis of Count Data " Fifth edition , springer-verlag Berlin Heidelberg .

- Philip , N. and Sebastian , N. , 2015 , " Application of Poisson Regression on Traffic Safety "

Published

2024-06-09