BACKGROUND: There is extensive evidence on the associations between mental disorders such as attention deficit hyperactivity disorder (ADHD), conduct disorder (CD), oppositional/defiant disorder (ODD), and anxiety/depression and delinquency among youths. However, research has largely overlooked the potential confounding from comorbidity of these mental disorders as well as unobserved familial heterogeneity.