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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

The forecasting of international tourist arrivals is normally done on a per country basis. The volume of tourist flow varies widely among countries, largely depending on their population size but also on their openness to tourism. This paper uses data for Austria, China (PRC), Canada, the Cook...

Author(s)
Vu, J. C.
Publisher
IP Publishing Limited, London, UK
Citation
Tourism Economics, 2006, 12, 2, pp 263-276