FORECASTING TOURIST ARRIVALS IN BARBADOS

被引:53
作者
DHARMARATNE, GS
机构
[1] Gerard Dharmaratne, University of the West Indies, Bridgetown, Cave Hill Campus
关键词
TOURISM FORECASTING; ARIMA MODELS; FORECAST ACCURACY; BARBADOS;
D O I
10.1016/0160-7383(95)00022-3
中图分类号
F [经济];
学科分类号
02 ;
摘要
Importance of forecasting in tourism is not a controversial issue. Recently, there has been increased attention on forecasting models in tourism. The value of a forecasting model depends on the accuracy of out-of-sample forecasts. At present, there is no indication as to which model or class of models is suitable for forecasting tourism. This paper specifies, estimates, and validates an ARIMA model for forecasting long-stay visitors in Barbados. The accuracy of the short-term forecasts surpasses most recent forecasting studies. The implication of the study is that customized model building may be highly rewarding in terms of accurate forecasts compared to standard or simple methods.
引用
收藏
页码:804 / 818
页数:15
相关论文
共 40 条
[1]   MARKOVIAN REPRESENTATION OF STOCHASTIC-PROCESSES AND ITS APPLICATION TO ANALYSIS OF AUTOREGRESSIVE MOVING AVERAGE PROCESSES [J].
AKAIKE, H .
ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS, 1974, 26 (03) :363-387
[2]  
Archer B., 1987, Travel, tourism, and hospitality research. A handbook for managers and researchers, P77
[3]  
Box G.E.P., 1976, TIME SERIES ANAL
[4]  
BOX GEP, 1970, J AM STAT ASSOC, V70, P1509
[5]   THE CONCEPT OF A TOURIST AREA CYCLE OF EVOLUTION - IMPLICATIONS FOR MANAGEMENT OF RESOURCES [J].
BUTLER, RW .
CANADIAN GEOGRAPHER-GEOGRAPHE CANADIEN, 1980, 24 (01) :5-12
[6]   MULTIMETHOD FORECASTS FOR TOURISM ANALYSIS [J].
CALANTONE, RJ ;
DIBENEDETTO, A ;
BOJANIC, DC .
ANNALS OF TOURISM RESEARCH, 1988, 15 (03) :387-406
[7]  
*CENTR BANK BARB, FIN STAT VAR DAT
[8]  
Chan Y. M., 1993, Journal of Travel Research, V32, P58, DOI 10.1177/004728759303200209
[9]  
CHOY DL, 1984, FORECASTING TOURISM, V5, P171
[10]  
Fesenmaier D. R., 1981, Leisure Sciences, V4, P459, DOI 10.1080/01490408109512981