Using Adjacent Categories Logit Model to determine the important factors influence the family income

Authors

  • Jassim Nassir Hussai
  • Sora Amer Mahmoud Al-fatlawi

Keywords:

Categories Logit, family income

Abstract

The family income was defined as the collection of the family members income. Therefore, when we analysis the family income data we find these data are ordinal type. Thus, the ordinal logistic model was used, which is defined as a regression analysis when the dependent variable is qualitative. It is a predicting analysis used to describe the relationship between a dependent variable and one or more of independent qualitative or quantitative variables.

Adjacent Categories Logit Model is used, which is one of the ordinal logistic regression models to analysis the data when the dependent variable is ordinal. We apply this model to analysis the family income data which are collected by using a questionnaire and use STATA.14.2 software to get the results.

References

- عاروري, فتحي احمد (2013) المعاينة الإحصائية طرقها واستعمالها , شركة دار الأكاديميون للنشر والتوزيع.

- ملاحويش, لؤي طه, حميد , ابي شوكت (2013) " تقييم كفاءة الخدمات التعليمية منطقة الدراسة مدينة هيت" مجلة المخطط والتنمية, العدد19 .

- المديرية الاحصائية, تعداد السكان لسنة 2009 حسب المحافظة والقضاء والناحية و المحلة والمقاطعة / كربلاء.

- مديرية الاحصاء, عدد السكان حسب الوحدات الادارية لسنة 2009)) حسب نتائج الحصر والترقيم / كربلاء.

-5 وزارة التخطيط ,المسح الاجتماعي والاقتصادي للإسرة لسنة 2012 / الجهاز المركزي للاحصاء.

-Fagerland, M.W. (2014) "adjcatlogit, ccrlogit, and ucrlogit: Fitting

ordinal logistic regression models" The Stata Journal, PP 947–964.

- Hosmer, D.W. and Lemeshow, S. (2000) Applied logistic regression, Second Edition, JohnWiley & Sons, Inc.

-O’connell, A. A. (2006) Logistic regression models for ordinal response variables, Sage Publications, Inc.

- Wang, Z. (2008) Modeling crash severity and speed profile at roadway work zones. Thesis submitted to gain the degree of " doctor of philosophy", University of South Florida.

- Warner, P. (2008)" Ordinal logistic regression'' Journal of Family Planning and Reproductive Health Care, 34(3), PP 169-170.

- Household Income

https://www.investopedia.com/terms/h/household_income.asp

- http://www.statisticssolutions.com/what-is-logistic-regression/

- شرح لعملية إحصائية تستخدم في الأبحاث العلمية Odds ratio بالعربي - Research Aid

https://researchaid.org/odds-ratio-arabic/

Published

2024-09-08

How to Cite

جاسم ناصر حسين, & سرى عامر محمود الفتلاوي. (2024). Using Adjacent Categories Logit Model to determine the important factors influence the family income. Iraqi Journal for Administrative Sciences, 15(62), 78–95. Retrieved from http://mail.journals.uokerbala.edu.iq/index.php/ijas/article/view/2237