Parameters

A normal model for two groups has four unknown parameters (the mean and standard deviation for each normal distribution). These parameters give considerable flexibility and allow the model to be used for a variety of different data sets.

(If the standard deviations in the groups are assumed to be equal, the number of unknown parameters can be reduced to three, but we will not consider models of that form until a later section.)

Illustration