بناء نموذج انحدار لوجستي للإصابة بمرض السكري من النوعين الأول و الثاني : تطبيق في مستشفى البصرة العام في عام 2016

الملخص EN

Diabetes is considered is one of the most common and most dangerous disease, as the disease has complication that lead to death.

The research aims to build a logistic regression model for diabetes type I and II .The research was based on preliminary data taken from the same size of 216 patients with diabetes of both sexes and different age groups from Al Basra General Hospital.

The researcher used the descriptive and analytical methods as the logistic regression model was constructed and the results were analyzed using the SPSS program, and the most important result were that the logistic regression model is highly explanatory and descriptive.

The independent variables in the model succeeded in interpreting 45 % to 77 % of the changes in the dependent variable.

This was confirmed by the values of R2,according to This result , other factors not included in the model have an effect .These factors may be psychological or hereditary .The study model showed a significant effect on age and weight on patient classification .The correct overall rating of model was 94 %.

And the correct classification of diabetes type I was 75 %.

People with type II diabetes have the right classification rate of 98 %.