The suspect was shot and later died in the hospital following the Poughkeepsie, N.Y., incident. It was not quikly clear what caused the scrimmage but sources said police were investigating whether it was sparked by a domestic dispute. Officers had responded to reports of shots fired in a parking lot near a highway ramp adjacent to the city's train station.