A Statistical Learning Approach to the Modeling of Aircraft Taxi-Time
Technical paper, Aug-Sep 2010
FEDERAL AVIATION ADMINISTRATION WASHINGTON DC
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Modeling aircraft taxi operations is an important element in understanding current airport performance and where opportunities may lie for improvements. A statistical learning approach to modeling aircraft taxi time is presented in this paper. This approach allows efficient identification of relatively simple and easily interpretable models of aircraft taxi time, which are shown to yield remarkably accurate predictions when tested on actual data.
- Statistics and Probability