[Click on image for larger view.] Figure 2: Logistic Regression Explained with a Graph When graphed, the logistic sigmoid function has an "S" shape centered around z = 0. The magnitude of the graph ...

In recent columns we showed how linear regression can be used to predict a continuous dependent variable given other independent variables 1,2. When the dependent variable is categorical, a common ...