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Multidimensional Scaling Analysis of the Dynamics of a Country Economy
This paper analyzes the Portuguese short-run business cycles over the last 150 years and presents the multidimensional scaling (MDS) for visualizing the results. The analytical and numerical assessment of this long-run perspective reveals periods with close connections between the macroeconomic vari...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi Publishing Corporation
2013
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3833196/ https://www.ncbi.nlm.nih.gov/pubmed/24294132 http://dx.doi.org/10.1155/2013/594587 |
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author | Tenreiro Machado, J. A. Mata, Maria Eugénia |
author_facet | Tenreiro Machado, J. A. Mata, Maria Eugénia |
author_sort | Tenreiro Machado, J. A. |
collection | PubMed |
description | This paper analyzes the Portuguese short-run business cycles over the last 150 years and presents the multidimensional scaling (MDS) for visualizing the results. The analytical and numerical assessment of this long-run perspective reveals periods with close connections between the macroeconomic variables related to government accounts equilibrium, balance of payments equilibrium, and economic growth. The MDS method is adopted for a quantitative statistical analysis. In this way, similarity clusters of several historical periods emerge in the MDS maps, namely, in identifying similarities and dissimilarities that identify periods of prosperity and crises, growth, and stagnation. Such features are major aspects of collective national achievement, to which can be associated the impact of international problems such as the World Wars, the Great Depression, or the current global financial crisis, as well as national events in the context of broad political blueprints for the Portuguese society in the rising globalization process. |
format | Online Article Text |
id | pubmed-3833196 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2013 |
publisher | Hindawi Publishing Corporation |
record_format | MEDLINE/PubMed |
spelling | pubmed-38331962013-12-01 Multidimensional Scaling Analysis of the Dynamics of a Country Economy Tenreiro Machado, J. A. Mata, Maria Eugénia ScientificWorldJournal Research Article This paper analyzes the Portuguese short-run business cycles over the last 150 years and presents the multidimensional scaling (MDS) for visualizing the results. The analytical and numerical assessment of this long-run perspective reveals periods with close connections between the macroeconomic variables related to government accounts equilibrium, balance of payments equilibrium, and economic growth. The MDS method is adopted for a quantitative statistical analysis. In this way, similarity clusters of several historical periods emerge in the MDS maps, namely, in identifying similarities and dissimilarities that identify periods of prosperity and crises, growth, and stagnation. Such features are major aspects of collective national achievement, to which can be associated the impact of international problems such as the World Wars, the Great Depression, or the current global financial crisis, as well as national events in the context of broad political blueprints for the Portuguese society in the rising globalization process. Hindawi Publishing Corporation 2013-10-31 /pmc/articles/PMC3833196/ /pubmed/24294132 http://dx.doi.org/10.1155/2013/594587 Text en Copyright © 2013 J. A. Tenreiro Machado and M. E. Mata. https://creativecommons.org/licenses/by/3.0/This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article Tenreiro Machado, J. A. Mata, Maria Eugénia Multidimensional Scaling Analysis of the Dynamics of a Country Economy |
title | Multidimensional Scaling Analysis of the Dynamics of a Country Economy |
title_full | Multidimensional Scaling Analysis of the Dynamics of a Country Economy |
title_fullStr | Multidimensional Scaling Analysis of the Dynamics of a Country Economy |
title_full_unstemmed | Multidimensional Scaling Analysis of the Dynamics of a Country Economy |
title_short | Multidimensional Scaling Analysis of the Dynamics of a Country Economy |
title_sort | multidimensional scaling analysis of the dynamics of a country economy |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3833196/ https://www.ncbi.nlm.nih.gov/pubmed/24294132 http://dx.doi.org/10.1155/2013/594587 |
work_keys_str_mv | AT tenreiromachadoja multidimensionalscalinganalysisofthedynamicsofacountryeconomy AT matamariaeugenia multidimensionalscalinganalysisofthedynamicsofacountryeconomy |