normal distributions are a family of distributions of the same general form. these distributions differ in their "location" and "scale" parameters: the mean ("average") of the distribution defines its location, and the standard deviation ("variability") defines the scale. these two parameters are represented by the symbols formula_2 and formula_10, respectively.