This paper introduces an optimized Multivariate Singular Spectrum Analysis (MSSA) algorithm for identifying leading indicators. Exploiting European tourist arrivals data, we analyse cross country relations for European tourism demand. Cross country relations have the potential to aid in planning and resource allocations for future tourism demand by taking into consideration the variation in tourist arrivals across other countries in Europe. Our findings indicate with statistically significant evidence that there exists cross country relations between European tourist arrivals which can help in improving the predictive accuracy of tourism demand. We also find that MSSA has the capability of not only identifying leading indicators, but also f...
Various events, such as the global economic crisis, have seriously hampered long-term stable tourism...
Tourism demand is one of the major areas of tourism economics research. The current research studies...
This paper uses Sims’s VAR methodology, as an alternative to Deaton and Muellbauer’s AIDS approach, ...
This paper introduces an optimized Multivariate Singular Spectrum Analysis (MSSA) algorithm for iden...
Highlights • We introduce a new approach to find leading indicators in the tourism industry. ...
This study examines the potential advantages of using Singular Spectrum Analysis (SSA) for forecasti...
Highlights: • This study applies Singular Spectrum Analysis (SSA) to forecasting tourist arrival...
We present and apply the Singular Spectrum Analysis (SSA), a relatively new, non-parametric and data...
This study evaluates whether modelling the existing commont trends in tourism arrivals from all visi...
International audienceThe present work applies singular spectrum analysis (SSA) to the study of macr...
"The tourism sector has been recognised as a global driving force for economic growth given its rapi...
Highlights This study forecasts European tourism demand using nine forecasting models. • ...
This study provides insights into a powerful statistical technique to test model invariance across m...
National travel surveys are collected in a large number of European countries. This data, if harmoni...
This paper investigates the impacts of economic indicators and the Internet penetration rate, as wel...
Various events, such as the global economic crisis, have seriously hampered long-term stable tourism...
Tourism demand is one of the major areas of tourism economics research. The current research studies...
This paper uses Sims’s VAR methodology, as an alternative to Deaton and Muellbauer’s AIDS approach, ...
This paper introduces an optimized Multivariate Singular Spectrum Analysis (MSSA) algorithm for iden...
Highlights • We introduce a new approach to find leading indicators in the tourism industry. ...
This study examines the potential advantages of using Singular Spectrum Analysis (SSA) for forecasti...
Highlights: • This study applies Singular Spectrum Analysis (SSA) to forecasting tourist arrival...
We present and apply the Singular Spectrum Analysis (SSA), a relatively new, non-parametric and data...
This study evaluates whether modelling the existing commont trends in tourism arrivals from all visi...
International audienceThe present work applies singular spectrum analysis (SSA) to the study of macr...
"The tourism sector has been recognised as a global driving force for economic growth given its rapi...
Highlights This study forecasts European tourism demand using nine forecasting models. • ...
This study provides insights into a powerful statistical technique to test model invariance across m...
National travel surveys are collected in a large number of European countries. This data, if harmoni...
This paper investigates the impacts of economic indicators and the Internet penetration rate, as wel...
Various events, such as the global economic crisis, have seriously hampered long-term stable tourism...
Tourism demand is one of the major areas of tourism economics research. The current research studies...
This paper uses Sims’s VAR methodology, as an alternative to Deaton and Muellbauer’s AIDS approach, ...