Modeling the volatility of international air freight: A case study of Singapore using the SARIMAX-EGARCH model
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DOI: 10.1016/j.jairtraman.2024.102593
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- Chang, Yu-Hern & Chang, Yu-Wei, 2009. "Air cargo expansion and economic growth: Finding the empirical link," Journal of Air Transport Management, Elsevier, vol. 15(5), pages 264-265.
- Alexander, D.W. & Merkert, R., 2021. "Applications of gravity models to evaluate and forecast US international air freight markets post-GFC," Transport Policy, Elsevier, vol. 104(C), pages 52-62.
- Peng, Bo & Song, Haiyan & Crouch, Geoffrey I., 2014. "A meta-analysis of international tourism demand forecasting and implications for practice," Tourism Management, Elsevier, vol. 45(C), pages 181-193.
- Hwang, Cherng-Chwan & Shiao, Guo-Chou, 2011. "Analyzing air cargo flows of international routes: an empirical study of Taiwan Taoyuan International Airport," Journal of Transport Geography, Elsevier, vol. 19(4), pages 738-744.
- Chi, Junwook & Baek, Jungho, 2013. "Dynamic relationship between air transport demand and economic growth in the United States: A new look," Transport Policy, Elsevier, vol. 29(C), pages 257-260.
- 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.
- Fabian Baier & Peter Berster & Marc Gelhausen, 2022. "Global cargo gravitation model: airports matter for forecasts," International Economics and Economic Policy, Springer, vol. 19(1), pages 219-238, February.
- Chia-Lin Chang & Thanchanok Khamkaew & Roengchai Tansuchat & Michael McAleer, 2011.
"Interdependence of International Tourism Demand and Volatility in Leading ASEAN Destinations,"
Tourism Economics, , vol. 17(3), pages 481-507, June.
- Chia-Ling Chang & Thanchanok Khamkaew & Michael McAleer & Roengchai Tansuchat, 2009. "Interdependence of International Tourism Demand and Volatility in Leading ASEAN Destinations," CARF F-Series CARF-F-190, Center for Advanced Research in Finance, Faculty of Economics, The University of Tokyo.
- Chia-Lin Chang & Thanchanok Khamkaew & Michael McAleer & Roengchai Tansuchat, 2010. "Interdependence of International Tourism Demand and Volatility in Leading ASEAN Destinations," Working Papers in Economics 10/27, University of Canterbury, Department of Economics and Finance.
- Chia-Lin Chang & Thanchanok Khamkaew & Michael McAleer & Roengchai Tansuchat, 2010. "Interdependence of International Tourism Demand and Volatility in Leading ASEAN Destinations," KIER Working Papers 719, Kyoto University, Institute of Economic Research.
- Chang, C-L. & Khamkaew, T. & McAleer, M.J. & Tansuchat, R., 2009. "Interdependence of international tourism demand and volatility in leading ASEAN destinations," Econometric Institute Research Papers EI 2009-36, Erasmus University Rotterdam, Erasmus School of Economics (ESE), Econometric Institute.
- Chia-Ling Chang & Thanchanok Khamkaew & Michael McAleer & Roengchai Tansuchat, 2009. "Interdependence of International Tourism Demand and Volatility in Leading ASEAN Destinations," CIRJE F-Series CIRJE-F-687, CIRJE, Faculty of Economics, University of Tokyo.
- Lo, Winnie Wai Ling & Wan, Yulai & Zhang, Anming, 2015. "Empirical estimation of price and income elasticities of air cargo demand: The case of Hong Kong," Transportation Research Part A: Policy and Practice, Elsevier, vol. 78(C), pages 309-324.
- Xu, Shuojiang & Chan, Hing Kai & Zhang, Tiantian, 2019. "Forecasting the demand of the aviation industry using hybrid time series SARIMA-SVR approach," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 122(C), pages 169-180.
- 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.
- Bollerslev, Tim, 1986.
"Generalized autoregressive conditional heteroskedasticity,"
Journal of Econometrics, Elsevier, vol. 31(3), pages 307-327, April.
- Tim Bollerslev, 1986. "Generalized autoregressive conditional heteroskedasticity," EERI Research Paper Series EERI RP 1986/01, Economics and Econometrics Research Institute (EERI), Brussels.
- Gudmundsson, S.V. & Cattaneo, M. & Redondi, R., 2021. "Forecasting temporal world recovery in air transport markets in the presence of large economic shocks: The case of COVID-19," Journal of Air Transport Management, Elsevier, vol. 91(C).
- Matsumoto, Hidenobu, 2004. "International urban systems and air passenger and cargo flows: some calculations," Journal of Air Transport Management, Elsevier, vol. 10(4), pages 239-247.
- Chi, Junwook & Baek, Jungho, 2012. "Price and income elasticities of demand for air transportation: Empirical evidence from US airfreight industry," Journal of Air Transport Management, Elsevier, vol. 20(C), pages 18-19.
- Gong, Qiang & Wang, Kun & Fan, Xingli & Fu, Xiaowen & Xiao, Yi-bin, 2018. "International trade drivers and freight network analysis - The case of the Chinese air cargo sector," Journal of Transport Geography, Elsevier, vol. 71(C), pages 253-262.
- Fageda, Xavier & Fioravanti, Reinaldo & Ricover, Andy & Café, Eduardo & Ansaldo, Mariano, 2023. "Econometric analysis of the determinants of air cargo services supply in Latin America and the Caribbean," Transport Policy, Elsevier, vol. 135(C), pages 33-44.
- Wai Hong Kan Tsui & Faruk Balli, 2017. "International arrivals forecasting for Australian airports and the impact of tourism marketing expenditure," Tourism Economics, , vol. 23(2), pages 403-428, March.
- Kenneth Button & Junyang Yuan, 2013. "Airfreight Transport and Economic Development: An Examination of Causality," Urban Studies, Urban Studies Journal Limited, vol. 50(2), pages 329-340, February.
- Hakim, Md Mahbubul & Merkert, Rico, 2016. "The causal relationship between air transport and economic growth: Empirical evidence from South Asia," Journal of Transport Geography, Elsevier, vol. 56(C), pages 120-127.
- Shujie Yao & Xiuyun Yang, 2012. "Air transport and regional economic growth in China," Asia-Pacific Journal of Accounting & Economics, Taylor & Francis Journals, vol. 19(3), pages 318-329.
- Chi, Junwook, 2016. "Exchange rate and transport cost sensitivities of bilateral freight flows between the US and China," Transportation Research Part A: Policy and Practice, Elsevier, vol. 89(C), pages 1-13.
- Balli, Hatice Ozer & Tsui, Wai Hong Kan & Balli, Faruk, 2019. "Modelling the volatility of international visitor arrivals to New Zealand," Journal of Air Transport Management, Elsevier, vol. 75(C), pages 204-214.
- Jarque, Carlos M. & Bera, Anil K., 1980. "Efficient tests for normality, homoscedasticity and serial independence of regression residuals," Economics Letters, Elsevier, vol. 6(3), pages 255-259.
- Yukun Bao & Tao Xiong & Zhongyi Hu, 2012. "Forecasting Air Passenger Traffic by Support Vector Machines with Ensemble Empirical Mode Decomposition and Slope-Based Method," Discrete Dynamics in Nature and Society, Hindawi, vol. 2012, pages 1-12, November.
- Mayer, Robert, 2016. "Airport classification based on cargo characteristics," Journal of Transport Geography, Elsevier, vol. 54(C), pages 53-65.
- Lakew, Paulos Ashebir & Tok, Yeow Chern Andre, 2015. "Determinants of air cargo traffic in California," Transportation Research Part A: Policy and Practice, Elsevier, vol. 80(C), pages 134-150.
- Matsumoto, Hidenobu & Domae, Koji, 2018. "The effects of new international airports and air-freight integrator's hubs on the mobility of cities in urban hierarchies: A case study in East and Southeast Asia," Journal of Air Transport Management, Elsevier, vol. 71(C), pages 160-166.
- Divino, Jose Angelo & McAleer, Michael, 2010.
"Modelling and forecasting daily international mass tourism to Peru,"
Tourism Management, Elsevier, vol. 31(6), pages 846-854.
- Jose Angelo Divino & Michael McAleer, 2009. "Modelling and Forecasting Daily International Mass Tourism to Peru," CIRJE F-Series CIRJE-F-651, CIRJE, Faculty of Economics, University of Tokyo.
- Alsumairi, Mohammad & Hong Tsui, Kan Wai, 2017. "A case study: The impact of low-cost carriers on inbound tourism of Saudi Arabia," Journal of Air Transport Management, Elsevier, vol. 62(C), pages 129-145.
- Akinyemi, Yingigba Chioma, 2023. "Air cargo demand in Africa: Application of cointegration and error correction modelling techniques," Journal of Air Transport Management, Elsevier, vol. 109(C).
- Kupfer, Franziska & Meersman, Hilde & Onghena, Evy & Van de Voorde, Eddy, 2017. "The underlying drivers and future development of air cargo," Journal of Air Transport Management, Elsevier, vol. 61(C), pages 6-14.
- Engle, Robert F, 1982. "Autoregressive Conditional Heteroscedasticity with Estimates of the Variance of United Kingdom Inflation," Econometrica, Econometric Society, vol. 50(4), pages 987-1007, July.
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Keywords
International air freight; Volatility model; Socioeconomic factors; Singapore;All these keywords.
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