Effects of Adolescent Victimization on Offending: Flexible Methods for Missing Data & Unmeasured Confounding
青少年受害经历对违法行为的影响:缺失数据与未测混杂的灵活方法
The causal link between victimization and violence later in life is largely accepted but has been understudied for victimized adolescents. In this work we use the Add Health dataset, the largest nationally representative longitudinal survey of adolescents, to estimate the relationship between victimization and future offending in this population. To accomplish this, we derive a new doubly robust estimator for the average treatment effect on the treated (ATT) when the…