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Abstract

This study introduces bootstrap aggregation (bagging) in modeling and forecasting tourism demand. The aim is to improve the forecast accuracy of predictive regressions while considering fully automated variable selection processes which are particularly useful in industry applications. The...

Author(s)
Athanasopoulos, G.; Song HaiYan; Sun, J. A.
Publisher
Sage Publications, Thousand Oaks, USA
Citation
Journal of Travel Research, 2018, 57, 1, pp 52-68
Abstract

This study assumes that tourists' demand reactions to income and price changes are asymmetric at different phases of the business cycle. In order to test this hypothesis, we analyzed the demand for international tourism in five source markets using a modified growth rate (MGR) model. The empirical...

Author(s)
Smeral, E.; Song HaiYan
Publisher
Wiley-Blackwell, Chichester, UK
Citation
International Journal of Tourism Research, 2015, 17, 2, pp 140-150