Transportation research procedia · 2017 · 28 citations · 37 references
Social SciencesBusiness EconomicsEconomicsDemand ForecastingEconometricsForecastingDynamic Economic ModelsEconomic ForecastingPanel Data MethodsTime Series EconometricsTime Series ForecastingTransportation EconomicsAirline Hub LocationDemand Forecasting ModelsDynamic Forecasting ModelsEconometric Demand ModelsEconometric Forecast ModelsEconometric Forecasting ModelsPanel Data EstimationPanel Data Regression
In this paper, we propose an Econometric Dynamic Model (EDM) to estimate pax demand. We apply the panel data Arellano-Bover method to calibrate the EDM, which is validated by the Sargan test and the Arellano-Bond Autocorrelation test. We propose a forecasting approach using the EDM to foresee pax demand. Finally, we show an application of the EDM by proposing an approach to solve the Airline Airport Hub (AAH) location problem. The case study is about the Mexican air transport industry, AAHs are identified for each predicted year.
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Francis X. Diebold, Roberto S. Mariano · Journal of Business and Economic Statistics · 1995 · 4.8K citations