This article will cover the basic theory behind logistic regression, the types of logistic regression, when to use them and take you through a worked example.

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A binary logistic regression model was constructed using the training dataset, followed by validation using the test dataset. Additionally, the receiver operating characteristic (ROC) curve and ...

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The logistic regression model is used in place of the linear regression model when the dependent variable is primarily dichotomous. Multicollinearity occurs when the independent variables in a ...