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International air passenger flows between pairs of APEC countries: A non-parametric regression tree approach

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  • Chang, Li-Yen

Abstract

This study uses 2006 and 2007 air passenger flows data between pairs of countries in APEC region to estimate parametric linear and a non-parametric regression tree models that examine relationships between flows and multiple factors, including distances, populations, gross domestic products, per capita incomes, and employment rates.

Suggested Citation

  • Chang, Li-Yen, 2012. "International air passenger flows between pairs of APEC countries: A non-parametric regression tree approach," Journal of Air Transport Management, Elsevier, vol. 20(C), pages 4-6.
    • Handle: RePEc:eee:jaitra:v:20:y:2012:i:c:p:4-6
    DOI: 10.1016/j.jairtraman.2011.04.001
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    References listed on IDEAS

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    1. Matsumoto, Hidenobu, 2007. "International air network structures and air traffic density of world cities," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 43(3), pages 269-282, May.
    2. Hazledine, Tim, 2009. "Border effects for domestic and international Canadian passenger air travel," Journal of Air Transport Management, Elsevier, vol. 15(1), pages 7-13.
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    Citations

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    Cited by:

    1. Wang, Yu-Chen & Wong, Jinn-Tsai, 2019. "Exploring air network formation and development with a two-part model," Journal of Transport Geography, Elsevier, vol. 75(C), pages 122-131.
    2. Dobruszkes, Frédéric & Vandermotten, Christian, 2022. "Do scale and the type of markets matter? Revisiting the determinants of passenger air services worldwide," Journal of Air Transport Management, Elsevier, vol. 99(C).
    3. Okwir, Simon & Ulfvengren, Pernilla & Angelis, Jannis & Ruiz, Felipe & Núñez Guerrero, Yilsy Maria, 2017. "Managing turnaround performance through Collaborative Decision Making," Journal of Air Transport Management, Elsevier, vol. 58(C), pages 183-196.
    4. Kağan Albayrak, Muhammed Bilge & Özcan, İsmail Çağrı & Can, Raif & Dobruszkes, Frédéric, 2020. "The determinants of air passenger traffic at Turkish airports," Journal of Air Transport Management, Elsevier, vol. 86(C).
    5. Frédéric Dobruszkes & Christian Vandermotten, 2022. "Do scale and the type of markets matter? Revisiting the determinants of passenger air services worldwide," ULB Institutional Repository 2013/336304, ULB -- Universite Libre de Bruxelles.
    6. Hopfe, David H. & Lee, Kiljae & Yu, Chunyan, 2024. "Short-term forecasting airport passenger flow during periods of volatility: Comparative investigation of time series vs. neural network models," Journal of Air Transport Management, Elsevier, vol. 115(C).
    7. Hanson, Daniel & Toru Delibasi, Tuba & Gatti, Matteo & Cohen, Shamai, 2022. "How do changes in economic activity affect air passenger traffic? The use of state-dependent income elasticities to improve aviation forecasts," Journal of Air Transport Management, Elsevier, vol. 98(C).
    8. Hakim, Md Mahbubul & Merkert, Rico, 2019. "Econometric evidence on the determinants of air transport in South Asian countries," Transport Policy, Elsevier, vol. 83(C), pages 120-126.
    9. Tirtha, Sudipta Dey & Bhowmik, Tanmoy & Eluru, Naveen, 2024. "Accommodating spatio-temporal dependency in airline demand modeling," Journal of Air Transport Management, Elsevier, vol. 116(C).
    10. Zhou, Heng & Xia, Jianhong (Cecilia) & Luo, Qingzhou & Nikolova, Gabi & Sun, Jie & Hughes, Brett & Kelobonye, Keone & Wang, Hui & Falkmer, Torbjorn, 2018. "Investigating the impact of catchment areas of airports on estimating air travel demand: A case study of regional Western Australia," Journal of Air Transport Management, Elsevier, vol. 70(C), pages 91-103.
    11. Chang, Li-Yen, 2014. "Analysis of bilateral air passenger flows: A non-parametric multivariate adaptive regression spline approach," Journal of Air Transport Management, Elsevier, vol. 34(C), pages 123-130.
    12. Tuğba Dayioglu & Serdar Alnipak, 2023. "Dynamic effecting factors of air travel demand: an econometric analysis," Quality & Quantity: International Journal of Methodology, Springer, vol. 57(4), pages 3713-3727, August.
    13. Wang, Sen & Gao, Yi, 2021. "A literature review and citation analyses of air travel demand studies published between 2010 and 2020," Journal of Air Transport Management, Elsevier, vol. 97(C).

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