In a train robbery, passengers of the train's carriages (generally unarmed) would be held at gunpoint and made to hand over any valuables they were carrying (usually jewelry or currency).

Famous train robbers include Jesse James. (more needed)

See also: The Great Train Robbery of 1963 and The Great Train Robbery (movie)