Incorporating Both Randomized and Observational Data into a Single Analysis

Although both randomized and nonrandomized study data relevant to a question of treatment efficacy are often available and separately analyzed, these data are rarely formally combined in a single analysis. One possible reason for this is the apparent or feared disagreement of effect estimates across designs, which can be attributed both to differences in estimand definition and to analyses that may produce biased estimators. This article reviews...