A Seasonal ARIMA Model of Tourism Forecasting: The Case of Taiwan
Asia Pacific Journal of Tourism ResearchPublished 26 March 2010
Yu‐Wei Chang, Mengyuan Liao
Citations78
SJR quartileQ1
SJR score0.89
SNIP0.98
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Abstract
This paper aims to determine suitable SARIMA models to forecast the monthly outbound tourism departures of three major destinations from Taiwan to Hong Kong, Japan and the USA, respectively. The HEGY test is used to identify the deterministic seasonality in the data. The mean absolute per cent error (MAPE) is used to measure forecast accuracy. A low MAPE demonstrates the adequacy of the fitted SARIMA models. The results indicate that all series with first non-seasonal difference are needed to obtain the deterministic trend in outbound tourism series in Taiwan.
Keywords
Social SciencesDecision SciencesBusiness, Management and Accounting
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