This is accomplished by introducing state effects, a set of dummies for every state in the sample, except for one, which is omitted as a reference group. A regression DD analysis of data from Alabama, Arkansas, and Tennessee, for example, includes two state effects. State effects replace the single TREATs dummy included in a two-state (or two-group) analysis.