Logistic Regression

Logistic regression involves a prediction of a binary outcome. Ordinary least squares (OLS) regression assumes a continuous dependent variable Y that is distributed approximately normally in the population. Because a binary response variable will not be normally distributed and because the form of the relationship to a binary variable will tend to be nonlinear, we need to consider a different type of model.

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