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ARMAX modelling of international tourism demand
Box–Jenkins (1970) models are often used to capture the autoregressive moving average of past observations of tourist arrivals from Japan to Taiwan and New Zealand. However, other explanatory variables, such as real income in the origin country, have also affected the demand for international travel...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
IMACS. Published by Elsevier Ltd.
2009
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7126650/ https://www.ncbi.nlm.nih.gov/pubmed/32288116 http://dx.doi.org/10.1016/j.matcom.2008.08.010 |
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author | Lim, Christine McAleer, Michael Min, Jennifer C.H. |
author_facet | Lim, Christine McAleer, Michael Min, Jennifer C.H. |
author_sort | Lim, Christine |
collection | PubMed |
description | Box–Jenkins (1970) models are often used to capture the autoregressive moving average of past observations of tourist arrivals from Japan to Taiwan and New Zealand. However, other explanatory variables, such as real income in the origin country, have also affected the demand for international travel. The purpose of this paper is to use the ARMAX model to investigate the dynamic relationship between tourism demand and real income of Japan, and to compare the findings with the single-equation model. Unit root tests and diagnostics are performed before estimating the income elasticity of travel demand by Japan for New Zealand and Taiwan based on seasonally unadjusted quarterly data for 1980(1) to 2004(2). The empirical results of the ARMAX model support the economic theory that the demand for international travel is positively related to income of the origin country. |
format | Online Article Text |
id | pubmed-7126650 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2009 |
publisher | IMACS. Published by Elsevier Ltd. |
record_format | MEDLINE/PubMed |
spelling | pubmed-71266502020-04-08 ARMAX modelling of international tourism demand Lim, Christine McAleer, Michael Min, Jennifer C.H. Math Comput Simul Article Box–Jenkins (1970) models are often used to capture the autoregressive moving average of past observations of tourist arrivals from Japan to Taiwan and New Zealand. However, other explanatory variables, such as real income in the origin country, have also affected the demand for international travel. The purpose of this paper is to use the ARMAX model to investigate the dynamic relationship between tourism demand and real income of Japan, and to compare the findings with the single-equation model. Unit root tests and diagnostics are performed before estimating the income elasticity of travel demand by Japan for New Zealand and Taiwan based on seasonally unadjusted quarterly data for 1980(1) to 2004(2). The empirical results of the ARMAX model support the economic theory that the demand for international travel is positively related to income of the origin country. IMACS. Published by Elsevier Ltd. 2009-05 2008-09-10 /pmc/articles/PMC7126650/ /pubmed/32288116 http://dx.doi.org/10.1016/j.matcom.2008.08.010 Text en Copyright © 2008 IMACS. Published by Elsevier Ltd. All rights reserved. Since January 2020 Elsevier has created a COVID-19 resource centre with free information in English and Mandarin on the novel coronavirus COVID-19. The COVID-19 resource centre is hosted on Elsevier Connect, the company's public news and information website. Elsevier hereby grants permission to make all its COVID-19-related research that is available on the COVID-19 resource centre - including this research content - immediately available in PubMed Central and other publicly funded repositories, such as the WHO COVID database with rights for unrestricted research re-use and analyses in any form or by any means with acknowledgement of the original source. These permissions are granted for free by Elsevier for as long as the COVID-19 resource centre remains active. |
spellingShingle | Article Lim, Christine McAleer, Michael Min, Jennifer C.H. ARMAX modelling of international tourism demand |
title | ARMAX modelling of international tourism demand |
title_full | ARMAX modelling of international tourism demand |
title_fullStr | ARMAX modelling of international tourism demand |
title_full_unstemmed | ARMAX modelling of international tourism demand |
title_short | ARMAX modelling of international tourism demand |
title_sort | armax modelling of international tourism demand |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7126650/ https://www.ncbi.nlm.nih.gov/pubmed/32288116 http://dx.doi.org/10.1016/j.matcom.2008.08.010 |
work_keys_str_mv | AT limchristine armaxmodellingofinternationaltourismdemand AT mcaleermichael armaxmodellingofinternationaltourismdemand AT minjenniferch armaxmodellingofinternationaltourismdemand |