Before revision:   Difference in Differences (DD)  eliminates confounding from observational data by comparing outcomes before and after treatment administration.
After revision:  We therefore analyze RCT and observational data simultaneously in order to extract the strengths of each. Our solution builds upon Difference in Differences (DD) eliminates confounding from observational data by comparing outcomes before and after treatment administration.