Mapping patterns of multiple deprivation using self-organising maps: An application to EU-SILC data for Ireland
M Pisati, CT Whelan, M Lucchini, B Maître - Social Science Research, 2010 - Elsevier
The development of conceptual frameworks for the analysis of social exclusion has
somewhat out-stripped related methodological developments. This paper seeks to
contribute to filling this gap through the application of self-organising maps (SOMs) to the
analysis of a detailed set of material deprivation indicators relating to the Irish case. The
SOM approach allows us to offer a differentiated and interpretable picture of the structure of
multiple deprivation in contemporary Ireland. Employing this approach, we identify 16 …
somewhat out-stripped related methodological developments. This paper seeks to
contribute to filling this gap through the application of self-organising maps (SOMs) to the
analysis of a detailed set of material deprivation indicators relating to the Irish case. The
SOM approach allows us to offer a differentiated and interpretable picture of the structure of
multiple deprivation in contemporary Ireland. Employing this approach, we identify 16 …
Mapping Patterns of Multiple Deprivation Using Self-Organising Maps: An Application to EU-SILC Data for Ireland. ESRI WP286. March 2009
M Pisati, CT Whelan, M Lucchini, B Maitre - 2009 - aei.pitt.edu
The development of conceptual frameworks for the analysis of social exclusion has
somewhat out-stripped related methodological developments. This paper seeks to
contribute to this process through the application of self-organising maps (SOMs) to the
analysis of a detailed set of material deprivation indicators relating to the Irish case. The
SOM approach allows us to offer a differentiated and interpretable picture of the structure of
multiple deprivation in contemporary Ireland. Employing this approach, we identify 16 …
somewhat out-stripped related methodological developments. This paper seeks to
contribute to this process through the application of self-organising maps (SOMs) to the
analysis of a detailed set of material deprivation indicators relating to the Irish case. The
SOM approach allows us to offer a differentiated and interpretable picture of the structure of
multiple deprivation in contemporary Ireland. Employing this approach, we identify 16 …
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