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Dynamic Pricing, Advance Sales, and Aggregate Demand Learning in Airlines

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  • Escobari, Diego

Abstract

This paper uses a unique U.S. airlines panel data set to empirically study the dynamic pricing of inventories with uncertain demand over a finite horizon. I estimate a dynamic pricing equation and a dynamic demand equation that jointly characterize the adjustment process between prices and sales as the flight date nears. I find that the price increases as the inventory decreases, and decreases as there is less time to sell. Consistent with aggregate demand learning and price adjustment, demand shocks have a positive and much larger effect on prices than the positive effect of anticipated sales.

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Bibliographic Info

Paper provided by University Library of Munich, Germany in its series MPRA Paper with number 38509.

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Date of creation: 17 Dec 2011
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Handle: RePEc:pra:mprapa:38509

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Keywords: pricing; demand uncertainty; demand learning; airlines;

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References

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Citations

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Cited by:
  1. Escobari, Diego & Lee, Jim, 2013. "Demand Uncertainty and Capacity Utilization in Airlines," MPRA Paper 46059, University Library of Munich, Germany.
  2. Diego, Escobari, 2014. "Estimating Dynamic Demand for Airlines," MPRA Paper 55408, University Library of Munich, Germany.
  3. Escobari, Diego, 2012. "Asymmetric Price Adjustments in Airlines," MPRA Paper 42115, University Library of Munich, Germany.
  4. Siegert, Caspar & Ulbricht, Robert, 2014. "Dynamic Oligopoly Pricing: Evidence from the Airline Industry," TSE Working Papers 14-478, Toulouse School of Economics (TSE).
  5. Escobari, Diego & Jindapon, Paan, 2014. "Price discrimination through refund contracts in airlines," International Journal of Industrial Organization, Elsevier, vol. 34(C), pages 1-8.
  6. Diego Escobari & Sang-Yeob Lee, 2012. "Demand shifting across flights and airports in a spatial competition model," Letters in Spatial and Resource Sciences, Springer, vol. 5(3), pages 175-183, October.
  7. Escobari, Diego & Mollick, André Varella, 2013. "Output Growth and Unexpected Government Expenditures," MPRA Paper 48969, University Library of Munich, Germany.
  8. Escobari, Diego & Mellado, Cristhian, 2013. "The Choice of Airport, Airline, and Departure Date and Time: Estimating the Demand for Flights," MPRA Paper 47943, University Library of Munich, Germany.

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