Transfers to individuals, firms, and even regional jurisdictions are often regulated by threshold rules, giving rise to a regression discontinuity design. An example are transfers provided by the European Commission to regions of member states below a certain income level. Commonly, researchers focus on estimation of the average treatment effect, assuming that it does not vary in a systematic way ...