Gelhausen, Marc Christopher (2008): Airport Choice in a Constraint World: Discrete Choice Models and Capacity Constraints. Published in: Proceedings of the Air Transport Research Society World Conference 2008 (July 2008): pp. 1-16.
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The purpose of this paper is to present a new approach to model capacity constraints in discrete choice with at least some capacity-related variables missing, like e.g. the price of a commodity. Airport choice models often do not contain air fares because of measurement difficulties as air fares are often not included in passenger surveys and thus essential information regarding ticket price is lost to the researcher. Since air fares vary more across ticket categories at an airport than a ticket category varies across different airports, air fare related information cannot be reconstructed in many cases by the researcher. However, capacity constraints are becoming increasingly more important and thus including capacity constraints in airport choice models is reasonable.
The model approach is based on individual utility maximisation and thus fits into the discrete choice framework. Furthermore, nonlinear programming is employed to find a feasible solution regarding capacity constraints. Thereby, detailed statements on how limited airport capacity changes traveller behaviour with regard to airport choice on the level of individual air travellers and airports are possible. The paper concludes with an empirical example to demonstrate the methodology and show the impact of limited airport capacity on airport choice of air travellers.
|Item Type:||MPRA Paper|
|Original Title:||Airport Choice in a Constraint World: Discrete Choice Models and Capacity Constraints|
|Keywords:||Airport and Access Mode Choice; Capacity Constraints; Choice Behaviour; Discrete Choice; Nonlinear Programming|
|Subjects:||C - Mathematical and Quantitative Methods > C5 - Econometric Modeling > C53 - Forecasting and Prediction Methods ; Simulation Methods
C - Mathematical and Quantitative Methods > C6 - Mathematical Methods ; Programming Models ; Mathematical and Simulation Modeling > C61 - Optimization Techniques ; Programming Models ; Dynamic Analysis
C - Mathematical and Quantitative Methods > C2 - Single Equation Models ; Single Variables > C25 - Discrete Regression and Qualitative Choice Models ; Discrete Regressors ; Proportions ; Probabilities
|Depositing User:||Marc Christopher Gelhausen|
|Date Deposited:||04. Jul 2009 18:42|
|Last Modified:||12. Feb 2013 17:13|
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Available Versions of this Item
Airport Choice in a Constraint World: Discrete Choice Models and Capacity Constraints. (deposited 24. Jul 2008 10:26)
Airport Choice in a Constraint World: Discrete Choice Models and Capacity Constraints. (deposited 22. Jul 2008 09:14)
- Airport Choice in a Constraint World: Discrete Choice Models and Capacity Constraints. (deposited 04. Jul 2009 18:42) [Currently Displayed]
- Airport Choice in a Constraint World: Discrete Choice Models and Capacity Constraints. (deposited 22. Jul 2008 09:14)