Every day, several million people around the world travel by plane. For several reasons a certain percentage of booked passengers does not show up in time for departure. The plane will then depart not charged to its capacity. The airline could have sold more tickets. How many tickets should an airline sell in order to maximize profit? Statistics can help to choose a profitable overbooking strategy.