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Title: A closer look at the spatial exponential matrix specification.
Authors: Rodrigues, Erica Castilho
Assunção, Renato Martins
Dey, Dipak K.
Keywords: Exponential matrix
Spatial autoregression
Covariance matrix
Spatial regression
Issue Date: 2014
Citation: RODRIGUES, E. C.; ASSUNÇÃO, R. M.; DEY. A closer look at the spatial exponential matrix specification. Spatial Statistics, v. 9, p. 109-121, 2014. Disponível em: <>. Acesso em: 07 ago. 2016.
Abstract: In this paper we analyze the partial and marginal covariance structures of the spatial model with the covariance structure based on a exponential matrix specification. We show that this model presents a puzzling behavior for many types of geographical neighborhood graphs, from the simplest to the most complex. In particular, we show that for this model it is usual to have opposite signs for the marginal and conditional correlations between two areas. We show these results through experimental examples and analytical demonstrations.
ISSN: 2211-6753
metadata.dc.rights.license: O periódico Spatial Statistics concede permissão para depósito deste artigo no Repositório Institucional da UFOP. Número da licença: 3934300697865.
Appears in Collections:DEEST - Artigos publicados em periódicos

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