In a function given as Y=f(X1, ..., Xn), it is customary to refer to X1, ...., Xn as independent or explanatory variables, and Y as the dependent or response variable. In each crash frequency prediction producer, the dependent variable estimated in the base model is the annual crash frequency for a roadway segment or intersection