Study of the effects of type I and type II diabetes using the logistic regression model

Authors

  • Obineke Henry Onu Mathematics/Statistics department, Ignatius Ajuru University of Education, Rumuolumeni, Port Harcourt, Rivers State, Nigeria.
  • Justin Odadami Ejukwa Department of Mathematics/Statistics, Ignatius Ajuru University of Education, Port Harcourt, Nigeria
  • Godspower A Anyamele Department of Mathematics/Statistics, Ignatius Ajuru University of Education, Port Harcourt, Nigeria

Keywords:

Type I And Type II Diabetes, Binary, Probit, p-value

Abstract

The study of the effects of type I and type II diabetes using Logistic regression was considered. The data used was in the year 2021, obtained from the University of Port Harcourt Teaching Hospital (UPTH), Port Harcourt. The study employed, chi-square, p-value, goodness of fit test, and analysis of variance.  It was observed that type II diabetes was more dangerous than type I. Also, the type 2 diabetes has a more negative effect on the patients than the type I. It was also found that both type I and type II are unsafe for one’s health.

Downloads

Published

2024-03-30

How to Cite

Onu, O. H., Ejukwa, J. O., & Anyamele, G. A. (2024). Study of the effects of type I and type II diabetes using the logistic regression model. Faculty of Natural and Applied Sciences Journal of Mathematical and Statistical Computing, 1(2), 37–42. Retrieved from https://fnasjournals.com/index.php/FNAS-JMSC/article/view/294

Issue

Vol. 1 No. 2 (2024): 2024-FNAS-JMSC-1-2

Section

Articles