The results of the merger simulation analysis shows that small differences in the cross-section of stations can have large consequences on the estimated price change. The impact of the merger on prices is highly heterogeneous across stations and local markets. Therefore, the estimated differential effect varies greatly depending on the choice of controls, and the availability of information on stores that were directly affected by the merger (i.e., Sunoco and Ultramar in this case)