Despite the characters saying they were in White Plains and Mamaroneck, most of the exterior scenes were filmed across the Hudson River in Nyack and Orangetown, NY. The horse stable and final auto pursuit were filmed in Pocantico Hills, NY, about 7 miles away from White Plains in Westchester County.