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    Airline Travel Demand, the Derived Demand for Aircraft Fuel, and Fuel Utilization Forecasts Using Structural and Atheoretical Approaches

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    Author
    Fang, Ying
    Date
    2012
    Advisor
    Sickles, Robin C.
    Degree
    Doctor of Philosophy
    Abstract
    In the first chapter, we develop a dynamic model of collusion in city-pair routes for selected US airlines and specify the first order conditions using a state-space representation that is estimated by Kalman-filtering techniques using the Databank 1A (DB1A) Department of Transportation (DOT) data during the period 1979I-1988IV. We consider two airlines, American (AA) and United (UA) and four city pairs. Our measure of market power is based on the shadow value of long-run profits in a two person strategic dynamic game and we find evidence of relative market power of UA in three of the four city pairs we analyze. The second chapter explores three models of forecasting airline energy demand: Trend line, ARIMA and Structural Model based on results from Chapter 1 and find that none of them is a dominant winner in American (AA) and United (UA) between Chicago and Salt Lake City. In the third chapter, we use Model Averaging and Forecast Combination Techniques to provide a decisive conclusion focusing on discussing Equal Weighted Averaging, Mean Square Weighted Averaging and Optimized Weighted Averaging on UA and AA in City-Pairs Chicago -Seattle and Chicago-San Diego.
    Keyword
    Social sciences; Airline travel; Travel demand; Aircraft fuel; Fuel utilization; More... Economics; Transportation planning Less...
    Citation
    Fang, Ying. "Airline Travel Demand, the Derived Demand for Aircraft Fuel, and Fuel Utilization Forecasts Using Structural and Atheoretical Approaches." (2012) Diss., Rice University. https://hdl.handle.net/1911/70239.
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    • Rice University Electronic Theses and Dissertations [14030]

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    Home | FAQ | Contact Us | Privacy Notice | Accessibility Statement
    Managed by the Digital Scholarship Services at Fondren Library, Rice University
    Physical Address: 6100 Main Street, Houston, Texas 77005
    Mailing Address: MS-44, P.O.BOX 1892, Houston, Texas 77251-1892
    Site Map