Your question is Modeling No-Show Rates. Take a moment with it on the right.
Talk me through your thinking if you like. When you're confident, submit your answer and I'll grade it like a real screen (7/10 or better passes).
Explain how you would model passenger no-show rates for a specific route at American Airlines. What probability distributions would you consider?