The Use of Binary Logistic Regression Method to Analyze The Factors Affecting Heart Disease Deaths: An Applied Study on A Sample of Patients in Dhi Qar Governorate

Abstract

This research dealt with one of the most important non-linear regression models used in the modeling of statistical applications, which is the model of binary logistic regression, and then estimate the parameters of this model using the least-squares method. By comparing the causes of actual deaths with the estimated causes of death to the extent to which the model is appropriate in modeling this type of data and extracting the main cause of death is smoking, as well as the accuracy of the method (WLSE) in estimating Models.