We may make money when you click on links to our partners ... loans as a measure of creditworthiness. Logistic regression employs a logistic function with a sigmoid (S-shaped) curve to map ...

The key difference between the two is that logistic regression uses a statistical function (the logistic or sigmoid function) to transform the regression line to fit with the binary outcome (the fact ...

When the dependent variable is categorical, a common approach is to use logistic regression, a method that takes its name from the type of curve it uses to fit data. Categorical variables are ...