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pro vyhledávání: '"Laurie A. Garrow"'
Autor:
Laurie A. Garrow
In recent years, airline practitioners and academics have started to explore new ways to model airline passenger demand using discrete choice methods. This book provides an introduction to discrete choice models and uses extensive examples to illustr
Autor:
Laurie A. Garrow, Brian German, Noah T. Schwab, Michael D. Patterson, Nancy Mendonca, Yuri O. Gawdiak, James R. Murphy
Publikováno v:
AIAA AVIATION 2022 Forum.
Publikováno v:
Journal of Revenue and Pricing Management. 21:212-227
This paper proposes to create data-driven perspectives on airline ticketing data by defining groups of air travel itineraries independently of geographical or temporal attributes. We demonstrate the approach by analysing an extensive empirical data s
Publikováno v:
Journal of Air Transportation. 29:69-79
This paper presents a methodology to estimate the potential user base of a business airport shuttle service operated by electric vertical takeoff and landing air taxis. The user base of the air tax...
Publikováno v:
Journal of Revenue and Pricing Management.
Autor:
Laurie A. Garrow, Jeffrey Newman
Publikováno v:
Transportation Research Record: Journal of the Transportation Research Board. 2674:243-253
This study develops a methodology to train and apply a hybrid stacked discrete choice model for airline itinerary choice. This stacked model framework includes a data-driven component (i.e., gradient boosting machines) as well as a theory-driven comp
Publikováno v:
Operations Research Forum. 3
Autor:
Laurie A. Garrow, Conor Hill
Publikováno v:
AIAA AVIATION 2021 FORUM.
Publikováno v:
AIAA AVIATION 2021 FORUM.
Publikováno v:
Transportation Research. Part C: Emerging Technologies, 103, 129-141. Elsevier
Within the transportation community, there has been increasing interest in using online outsourcing platforms such as Amazon Mechanical Turk (AMT) to conduct surveys. To date, transportation researchers’ use of AMT has been justified based on findi