Predicting a yes/no type (binary) response given a continuous predictor.

The instance below illustrates regression several common generalized linear regression models (GLMs) with a continuous predictor and binary response . The most important example is that of logistic regression, which uses the logit link function in the GLM. The logit function is defined .