If the qualitative characteristic you’d like to use as an independent variable has more than two groups (as in the earlier section “Juggling multiple characteristics with dummy
variables”), then the econometric model must include J – 1 variables to fully capture the possibilities. Suppose you’d like to use a variable with a qualitative characteristic containing four possible outcomes {A, B, C, and D}. The basic econometric model to capture a qualitative characteristic is expressed as