Figure 3.

Multiple imputation in propensity score methods; multiple copies of imputed data are created and propensity score is estimated using these datasets. Treatment effects are estimated in several datasets (A) and propensity scores from multiple datasets are pooled and treatment effect estimated in a single dataset (B). *Other PS methods, stratification, IPTW, and covariate adjustment using PS could also be used instead of matching.