Figure 1. Simple simulation with two covariates.
Aligned: covariate that is highly predictive of treatment assignment is also strongly related to the outcome; Misaligned: covariate that is highly predictive of treatment assignment is not strongly related to the outcome; ASMD: average absolute standardized mean difference; KS-Stat: Mean Kolmogorov-Smirnov test statistic; PropScore: standardized mean difference in the propensity score; ProgScore: standardized mean difference in the prognostic score