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 compensative 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.

Visualizing Partially Ordered Sets for Socioeconomic Analysis / Fattore, M; Arcagni, Ag; Barberis, S. - In: REVISTA COLOMBIANA DE ESTADISTICA. - ISSN 0120-1751. - 37:2(2014), pp. 437-450. [10.15446/rce.v37n2spe.47948]

Visualizing Partially Ordered Sets for Socioeconomic Analysis

Arcagni AG;
2014

Abstract

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 compensative 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
Partial Order; Hasse Diagrams; Self-Organizing Map; Visualization
01 Pubblicazione su rivista::01a Articolo in rivista
Visualizing Partially Ordered Sets for Socioeconomic Analysis / Fattore, M; Arcagni, Ag; Barberis, S. - In: REVISTA COLOMBIANA DE ESTADISTICA. - ISSN 0120-1751. - 37:2(2014), pp. 437-450. [10.15446/rce.v37n2spe.47948]
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11573/1319118
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