Yes, because the taxes are not actually a part of the flight. Because it includes arrival fees, etc... they are not actually entitled to it seeing you are not on the plane. I believe airport fees are calculated on touch-down, so to speak (i.e. the airline hasn't been charged for you because you weren't there).

Eric