This project contains a logistic regression model built using IBM SPSS Modeler 18.0. The model is designed to perform binary classification based on input data, helping to predict outcomes such as ...

I built a predictive model using logistic regression in IBM SPSS with the primary goal of forecasting employee attrition based on key independent predictors: educational field, marital status, ...

We employed 2 separate analytic approaches to test our hypothesis. First, we ran an ordered logistic regression model to estimate the relationship between our dependent variables and our independent ...

In order to gain insight into variables associated with an individual’s likelihood of identifying as a citizen of Canada, an ordered logistic regression analysis was completed. Table 4-1 displays the ...

Asthenopia, eye strain, occurs with prolonged use of digital devices and causes symptoms such as blurred vision and headaches. Its prevalence is increasing among university students and office workers ...