The airlines have statistics for "no shows" on all their flights, even allowing for the specific route, day of the week and time of departure. So rather than sell the capacity of the aircraft, they apply these "no show" numbers to the capacity of the aircraft hoping that it will depart with no empty seats. When the procedure works they are making extra money with a full aircraft, however it doesn't always work.