The military is inherently associated with violence. Some studies have attempted to forge a link between military members and property crime or previous abuse, but none have explored the specific link between domestic violence and the military. This study presents a game-theoretic model that attempts to determine if the presence of military bases is positively correlated with the rates of violent crimes in the area. A Tobit regression model is used to identify the determinants of violent crime at a county level. Results indicate that the branch of the military most consistently associated with elevated levels of violence is the Air Force. This may, however, be largely dependent on the specific time period used for the study.