under which youth are assigned to behavioral treatment programs. The administrative data allow for a rich set of controls … for observed family- and youth-specific heterogeneity. In addition, the treatment assignment rules create discontinuous … thresholds among youth who are deemed eligible or not eligible for treatment, rules which the study exploits empirically to …