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Distance-based LISA maps for multivariate lattice data

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hdl:2117/2421

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Delicado Useros, Pedro FranciscoMés informacióMés informacióMés informació
Broner, Sonia Judith
Document typeArticle
Defense date2008-12-01
Rights accessOpen Access
Attribution-NonCommercial-NoDerivs 3.0 Spain
Except where otherwise noted, content on this work is licensed under a Creative Commons license : Attribution-NonCommercial-NoDerivs 3.0 Spain
Abstract
In the context of areal data (a particular case of data with spatial dependence) we propose an algorithm to define spatial clusters. Our proposal is based on distance between the characteristics observed in different areas (individual). Thus it is able to be applied to any kind of observable characteristic on condition that an inter-individual distance can be defined. This way we provide a generalization of the well-known LISA maps that have been widely used for univariate data. We apply our proposals to the results of 2004 Spanish General Elections recorded at 248 neighborhoods in Barcelona.
URIhttp://hdl.handle.net/2117/2421
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  • Departament d'Estadística i Investigació Operativa - Articles de revista [628]
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