In the current application, our use of Integrative Data Analysis proceeded in three phases. First, we addressed the issue of missing data, both by design and attrition. Second, we estimated longitudinal trajectories of externalizing symptoms. And, third, we tested our specific study hypotheses. These methods parallel those previously reported in Hussong, Cai et al. (2008).