Covariate Balance in Simple, Stratified and Clustered Comparative Studies

Ben B. Hansen, Jake Bowers

In randomized experiments, treatment and control groups should be roughly the same--balanced--in their distributions of pretreatment variables. But how nearly so? Can descriptive c…