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A New and Stable Estimation Method of Country Economic Fitness and Product Complexity
We present a new metric estimating fitness of countries and complexity of products by exploiting a non-linear non-homogeneous map applied to the publicly available information on the goods exported by a country. The non homogeneous terms guarantee both convergence and stability. After a suitable res...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7512345/ https://www.ncbi.nlm.nih.gov/pubmed/33265871 http://dx.doi.org/10.3390/e20100783 |
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author | Servedio, Vito D. P. Buttà, Paolo Mazzilli, Dario Tacchella, Andrea Pietronero, Luciano |
author_facet | Servedio, Vito D. P. Buttà, Paolo Mazzilli, Dario Tacchella, Andrea Pietronero, Luciano |
author_sort | Servedio, Vito D. P. |
collection | PubMed |
description | We present a new metric estimating fitness of countries and complexity of products by exploiting a non-linear non-homogeneous map applied to the publicly available information on the goods exported by a country. The non homogeneous terms guarantee both convergence and stability. After a suitable rescaling of the relevant quantities, the non homogeneous terms are eventually set to zero so that this new metric is parameter free. This new map almost reproduces the results of the original homogeneous metrics already defined in literature and allows for an approximate analytic solution in case of actual binarized matrices based on the Revealed Comparative Advantage (RCA) indicator. This solution is connected with a new quantity describing the neighborhood of nodes in bipartite graphs, representing in this work the relations between countries and exported products. Moreover, we define the new indicator of country net-efficiency quantifying how a country efficiently invests in capabilities able to generate innovative complex high quality products. Eventually, we demonstrate analytically the local convergence of the algorithm involved. |
format | Online Article Text |
id | pubmed-7512345 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-75123452020-11-09 A New and Stable Estimation Method of Country Economic Fitness and Product Complexity Servedio, Vito D. P. Buttà, Paolo Mazzilli, Dario Tacchella, Andrea Pietronero, Luciano Entropy (Basel) Article We present a new metric estimating fitness of countries and complexity of products by exploiting a non-linear non-homogeneous map applied to the publicly available information on the goods exported by a country. The non homogeneous terms guarantee both convergence and stability. After a suitable rescaling of the relevant quantities, the non homogeneous terms are eventually set to zero so that this new metric is parameter free. This new map almost reproduces the results of the original homogeneous metrics already defined in literature and allows for an approximate analytic solution in case of actual binarized matrices based on the Revealed Comparative Advantage (RCA) indicator. This solution is connected with a new quantity describing the neighborhood of nodes in bipartite graphs, representing in this work the relations between countries and exported products. Moreover, we define the new indicator of country net-efficiency quantifying how a country efficiently invests in capabilities able to generate innovative complex high quality products. Eventually, we demonstrate analytically the local convergence of the algorithm involved. MDPI 2018-10-12 /pmc/articles/PMC7512345/ /pubmed/33265871 http://dx.doi.org/10.3390/e20100783 Text en © 2018 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Servedio, Vito D. P. Buttà, Paolo Mazzilli, Dario Tacchella, Andrea Pietronero, Luciano A New and Stable Estimation Method of Country Economic Fitness and Product Complexity |
title | A New and Stable Estimation Method of Country Economic Fitness and Product Complexity |
title_full | A New and Stable Estimation Method of Country Economic Fitness and Product Complexity |
title_fullStr | A New and Stable Estimation Method of Country Economic Fitness and Product Complexity |
title_full_unstemmed | A New and Stable Estimation Method of Country Economic Fitness and Product Complexity |
title_short | A New and Stable Estimation Method of Country Economic Fitness and Product Complexity |
title_sort | new and stable estimation method of country economic fitness and product complexity |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7512345/ https://www.ncbi.nlm.nih.gov/pubmed/33265871 http://dx.doi.org/10.3390/e20100783 |
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