A spatial model for multivariate lattice data.
In this article, we develop Markov random field models for multivariate lattice data. Specific attention is given to building models that incorporate general forms of the spatial correlations and cross-correlations between variables at different sites. The methodology is applied to a problem in envi...
| Publicado en: | Journal of Econometrics Vol. 140; no. 1; pp. 226 - 260 |
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| Autores principales: | , |
| Formato: | Artículo |
| Publicado: |
Elsevier Science
September 2007
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| Materias: | |
| Acceso en línea: | Ver este registro en EBSCOhost |
| fields | @attributes: recordID: 1 pdfLink: plink: https://search.ebscohost.com/login.aspx?direct=true&db=ssf&AN=511346048&site=ehost-live header: @attributes: shortDbName: ssf uiTerm: 511346048 longDbName: Social Sciences Full Text (H.W. Wilson) uiTag: AN controlInfo: bkinfo: jinfo: jid: 03044076 ECM jtl: Journal of Econometrics issn: 03044076 maglogo: N pubinfo: dt: September 2007 vid: 140 iid: 1 pid: 1004 pub: Elsevier Science artinfo: ui: 511346048 10.1016/j.jeconom.2006.09.010 ppf: 226 ppct: 34 formats: tig: atl: A spatial model for multivariate lattice data. aug: au: Sain, Stephan R. Cressie, Noel su: Lattice theory Markov processes Spatial analysis (Statistics) Environmental justice sug: subj: Lattice theory Markov processes Spatial analysis (Statistics) Environmental justice ab: In this article, we develop Markov random field models for multivariate lattice data. Specific attention is given to building models that incorporate general forms of the spatial correlations and cross-correlations between variables at different sites. The methodology is applied to a problem in environmental equity. Using a Bayesian hierarchical model that is multivariate in form, we examine the racial distribution of residents of southern Louisiana in relation to the location of sites listed with the U.S. Environmental Protection Agency's Toxic Release Inventory. Copyright (c) 2007 Elsevier B.V. pubtype: Academic Journal doctype: Article src: R language: English refInfo: copyright: @attributes: flag: N holdings: @attributes: islocal: N |
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