標題: A passenger demand model for air transportation in a hub-and-spoke network
作者: Hsiao, Chieh-Yu
Hansen, Mark
運輸與物流管理系 註:原交通所+運管所
Department of Transportation and Logistics Management
關鍵字: Demand model;Route choice;Instrumental variables;Value of travel time;Panel data
公開日期: 1-Nov-2011
摘要: This paper develops an air passenger model that deals with city-pair demand generation and demand assignment in a single framework. Using publicly available and regularly collected panel data, the model captures both time series and cross-sectional variation of air travel demand. The empirical analysis finds that pattern of correlations among alternatives can be described by a three-level nested logit model. Fare, frequency, flight time, direct routing, on-time performance, income, and market distance have significantly effects on air demand. Correcting for the problem of endogenous air fares using instrumental variables yields more plausible estimates of price sensitivity and value of time. (C) 2011 Elsevier Ltd. All rights reserved.
URI: http://dx.doi.org/10.1016/j.tre.2011.05.012
http://hdl.handle.net/11536/18495
ISSN: 1366-5545
DOI: 10.1016/j.tre.2011.05.012
期刊: TRANSPORTATION RESEARCH PART E-LOGISTICS AND TRANSPORTATION REVIEW
Volume: 47
Issue: 6
起始頁: 1112
結束頁: 1125
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