Visualizing Partially Ordered Sets for Socioeconomic Analysis
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| Formato: | Artículo científico |
| Lenguaje: | en |
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Universidad Nacional de Colombia
2014
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| _version_ | 1876468290742648832 |
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| author | Marco Fattore |
| author_facet | Marco Fattore |
| contents | Visualizing Partially Ordered Sets for Socioeconomic Analysis Marco Fattore Alberto Arcagni Stefano Barberis Física, Astronomía y Matemáticas Self Partial Order Visualization Hasse Diagrams Organizing Map In this paper, we develop a visualization process for partial orders derived from considering many numerical indicators on a statistical population. The issue is relevant, particularly in the field of socio-economic evaluation, where explicitly taking into account incomparabilities among individuals proves much more informative than adhering to classical aggregative and compen- sative approaches, which collapse complexity into unidimensional rankings. We propose a process of visual analysis based on a combination of tools and concepts from partial order theory, multivariate statistics and visual design. We develop the process through a real example, based on data pertaining to regional competitiveness in Europe. 2014 artículo científico 0120-1751 https://www.redalyc.org/articulo.oa?id=89933712011 en http://www.redalyc.org/revista.oa?id=899 Revista Colombiana de Estadística application/pdf Universidad Nacional de Colombia Revista Colombiana de Estadística (Colombia) Num.2 Vol.37 |
| format | Artículo científico |
| id | redalyc_89933712011 |
| institution | Redalyc |
| language | en |
| publishDate | 2014 |
| publisher | Universidad Nacional de Colombia |
| spellingShingle | Visualizing Partially Ordered Sets for Socioeconomic Analysis Marco Fattore Física, Astronomía y Matemáticas Self Partial Order Visualization Hasse Diagrams Organizing Map Visualizing Partially Ordered Sets for Socioeconomic Analysis Marco Fattore Alberto Arcagni Stefano Barberis Física, Astronomía y Matemáticas Self Partial Order Visualization Hasse Diagrams Organizing Map In this paper, we develop a visualization process for partial orders derived from considering many numerical indicators on a statistical population. The issue is relevant, particularly in the field of socio-economic evaluation, where explicitly taking into account incomparabilities among individuals proves much more informative than adhering to classical aggregative and compen- sative approaches, which collapse complexity into unidimensional rankings. We propose a process of visual analysis based on a combination of tools and concepts from partial order theory, multivariate statistics and visual design. We develop the process through a real example, based on data pertaining to regional competitiveness in Europe. 2014 artículo científico 0120-1751 https://www.redalyc.org/articulo.oa?id=89933712011 en http://www.redalyc.org/revista.oa?id=899 Revista Colombiana de Estadística application/pdf Universidad Nacional de Colombia Revista Colombiana de Estadística (Colombia) Num.2 Vol.37 |
| title | Visualizing Partially Ordered Sets for Socioeconomic Analysis |
| topic | Física, Astronomía y Matemáticas Self Partial Order Visualization Hasse Diagrams Organizing Map |
| url | https://www.redalyc.org/articulo.oa?id=89933712011 |