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Forecasting Tourism Using Univariate and Multivariate Structural Time Series Models

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Cited by:

  1. Sen Cheong Kon & Lindsay W. Turner, 2005. "Neural Network Forecasting of Tourism Demand," Tourism Economics, , vol. 11(3), pages 301-328, September.
  2. Andrea Saayman & Ilsé Botha, 2017. "Non-linear models for tourism demand forecasting," Tourism Economics, , vol. 23(3), pages 594-613, May.
  3. Elisa Jorge-González & Enrique González-Dávila & Raquel Martín-Rivero & Domingo Lorenzo-Díaz, 2020. "Univariate and multivariate forecasting of tourism demand using state-space models," Tourism Economics, , vol. 26(4), pages 598-621, June.
  4. Niematallah Elamin & Mototsugu Fukushige, 2016. "Forecasting extreme seasonal tourism demand," Discussion Papers in Economics and Business 16-23, Osaka University, Graduate School of Economics.
  5. Song, Haiyan & Li, Gang & Witt, Stephen F. & Athanasopoulos, George, 2011. "Forecasting tourist arrivals using time-varying parameter structural time series models," International Journal of Forecasting, Elsevier, vol. 27(3), pages 855-869, July.
  6. Nikolaos Dritsakis, 2012. "Tourism Development and Economic Growth in Seven Mediterranean Countries: A Panel Data Approach," Tourism Economics, , vol. 18(4), pages 801-816, August.
  7. Woo Gon Kim & Jun (Justin) Li & Jin Soo Han & Yunkyong Kim, 2017. "The influence of recent hotel amenities and green practices on guests’ price premium and revisit intention," Tourism Economics, , vol. 23(3), pages 577-593, May.
  8. Nizar, Muhammad Afdi, 2013. "Pengaruh Pariwisata Terhadap Perdagangan Internasional Di Indonesia [effect of tourism on international trade in Indonesia]," MPRA Paper 65631, University Library of Munich, Germany.
  9. John Trevor Coshall, 2005. "A Selection Strategy for Modelling UK Tourism Flows by Air to European Destinations," Tourism Economics, , vol. 11(2), pages 141-158, June.
  10. Stephen F. Witt & Haiyan Song & Stephen Wanhill, 2004. "Forecasting Tourism-Generated Employment: The Case of Denmark," Tourism Economics, , vol. 10(2), pages 167-176, June.
  11. Jo C. Vu, 2006. "Effect of Demand Volume on Forecasting Accuracy," Tourism Economics, , vol. 12(2), pages 263-276, June.
  12. 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.
  13. Ji Wu & Xian Cheng & Stephen Shaoyi Liao, 2020. "Tourism forecast combination using the stochastic frontier analysis technique," Tourism Economics, , vol. 26(7), pages 1086-1107, November.
  14. Jesús Iglesias & Manuel E Gegundez & Antonio A Golpe & José Carlos Vides, 2018. "How do foreign income shocks affect the magnitude of Spanish tourism?," Tourism Economics, , vol. 24(7), pages 839-871, November.
  15. Marion Karl & Gordon Winder & Alexander Bauer, 2017. "Terrorism and tourism in Israel," Tourism Economics, , vol. 23(6), pages 1343-1352, September.
  16. Allan Webster & John Fletcher & Philip Hardwick & Yeganeh Morakabati, 2007. "Tourism and Empirical Applications of International Trade Theory: A Multi-Country Analysis," Tourism Economics, , vol. 13(4), pages 657-674, December.
  17. Uju Violet Alola & Darya Baeva & Andrew Adewale Alola, 2023. "Determining the (A)symmetric Role of Business–Consumer Confidence in Outward–Inward Tourism in Russia: A Competitiveness Perspective," International Journal of Global Business and Competitiveness, Springer, vol. 18(1), pages 22-34, June.
  18. Wai Hong Kan Tsui & Faruk Balli & David Tat Wei Tan & Oscar Lau & Mudassar Hasan, 2018. "New Zealand business tourism," Tourism Economics, , vol. 24(4), pages 386-417, June.
  19. Song, Haiyan & Qiu, Richard T.R. & Park, Jinah, 2019. "A review of research on tourism demand forecasting," Annals of Tourism Research, Elsevier, vol. 75(C), pages 338-362.
  20. Niematallah Elamin & Mototsugu Fukushige, 2018. "Forecasting extreme seasonal tourism demand: the case of Rishiri Island in Japan," Asia-Pacific Journal of Regional Science, Springer, vol. 2(2), pages 279-296, August.
  21. Claveria, Oscar & Torra, Salvador, 2014. "Forecasting tourism demand to Catalonia: Neural networks vs. time series models," Economic Modelling, Elsevier, vol. 36(C), pages 220-228.
  22. E. M. Ekanayake & Mihalis Halkides & John R. Ledgerwood, 2012. "Inbound International Tourism To The United States: A Panel Data Analysis," International Journal of Management and Marketing Research, The Institute for Business and Finance Research, vol. 5(3), pages 15-27.
  23. Dragouni, Mina & Filis, George & Gavriilidis, Konstantinos & Santamaria, Daniel, 2016. "Sentiment, mood and outbound tourism demand," Annals of Tourism Research, Elsevier, vol. 60(C), pages 80-96.
  24. Ahmad M Awajan & Mohd Tahir Ismail & S AL Wadi, 2018. "Improving forecasting accuracy for stock market data using EMD-HW bagging," PLOS ONE, Public Library of Science, vol. 13(7), pages 1-20, July.
  25. Yılmaz, Engin, 2015. "Forecasting tourist arrivals to Turkey," MPRA Paper 68616, University Library of Munich, Germany.
  26. Guizzardi, Andrea & Mazzocchi, Mario, 2010. "Tourism demand for Italy and the business cycle," Tourism Management, Elsevier, vol. 31(3), pages 367-377.
  27. Jiao, Xiaoying & Chen, Jason Li & Li, Gang, 2021. "Forecasting tourism demand: Developing a general nesting spatiotemporal model," Annals of Tourism Research, Elsevier, vol. 90(C).
  28. Jian-Wu Bi & Tian-Yu Han & Yanbo Yao, 2024. "Collaborative forecasting of tourism demand for multiple tourist attractions with spatial dependence: A combined deep learning model," Tourism Economics, , vol. 30(2), pages 361-388, March.
  29. Melville Saayman & Andrea Saayman, 2012. "Shopping Tourism or Tourists Shopping? A Case Study of South Africa's African Tourism Market," Tourism Economics, , vol. 18(6), pages 1313-1329, December.
  30. Hatice Ozer Balli & Faruk Balli & Wai Hong Kan Tsui, 2019. "International tourism demand, number of airline seats and trade triangle: Evidence from New Zealand partners," Tourism Economics, , vol. 25(1), pages 132-144, February.
  31. Han Liu & Ying Liu & Yonglian Wang & Changchun Pan, 2019. "Hot topics and emerging trends in tourism forecasting research: A scientometric review," Tourism Economics, , vol. 25(3), pages 448-468, May.
  32. Shujie Shen & Gang Li & Haiyan Song, 2009. "Effect of Seasonality Treatment on the Forecasting Performance of Tourism Demand Models," Tourism Economics, , vol. 15(4), pages 693-708, December.
  33. 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.
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