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A test for deterministic dynamics in spatial processes

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dc.contributor.authorGarcía-Córdoba, Jose A.
dc.contributor.authorMatilla García, Mariano
dc.contributor.authorRuiz Marín, Manuel
dc.date.accessioned2024-12-02T10:05:51Z
dc.date.available2024-12-02T10:05:51Z
dc.date.issued2019-01-19
dc.descriptionEste es el manuscrito aceptado del artículo. La versión registrada fue publicada por primera vez en Spatial Economic Analysis, 14(3), 361-377, está disponible en línea en el sitio web del editor: https://doi.org/10.1080/17421772.2019.1559348 This is the accepted manuscript of the article. The registered version was first published in Spatial Economic Analysis, 14(3), 361-377, it is available online at the publisher's website: https://doi.org/10.1080/17421772.2019.1559348
dc.description.abstractWe propose a statistical procedure to determine if a spatial structure that is observed in the data is generated by a deterministic (even chaotic) spatial process, rather than by a stochastic process. This procedure can be used as a specification test. It is robust against nonlinearity and nonstationarity and can complete the toolbox for testing diagnosis as well. The advantages of the presented methods are high power, simplicity, and ease and ample applicability for tests to be conducted, provided that weak conditions are required. Herein, we conduct several simulations to evaluate the performance of our procedure on well-known spatial processes and in situations where standard tests for spatial autocorrelation fail to detect spatial dependence. Guidelines for using the technique are also provided herein.en
dc.description.versionversión final
dc.identifier.citationGarcía-Córdoba, J. A., Matilla-García, M., & Ruiz Marin, M. (2019). A test for deterministic dynamics in spatial processes. Spatial Economic Analysis, 14(3), 361-377. DOI: https://doi.org/10.1080/17421772.2019.1559348
dc.identifier.doihttps://doi.org/10.1080/17421772.2019.1559348
dc.identifier.issn1742-1772
dc.identifier.urihttps://hdl.handle.net/20.500.14468/24617
dc.journal.issue3
dc.journal.titleSpatial Economic Analysis
dc.journal.volume14
dc.language.isoen
dc.page.final377
dc.page.initial361
dc.relation.centerFacultades y escuelas::Facultad de Ciencias Económicas y Empresariales
dc.relation.departmentEconomía Aplicada y Estadística
dc.rightsinfo:eu-repo/semantics/openAccess
dc.rights.urihttp://creativecommons.org/licenses/by-nc-nd/4.0/deed.es
dc.subject53 Ciencias Económicas
dc.subject.keywordsnon-linear spatial dynamicsen
dc.subject.keywordschaosen
dc.subject.keywordsnon-parametric econometricsen
dc.subject.keywordssymbolic analysisen
dc.subject.keywordsspatial trenden
dc.titleA test for deterministic dynamics in spatial processesen
dc.typeartículoes
dc.typejournal articleen
dspace.entity.typePublication
relation.isAuthorOfPublication7ad4a531-f3a5-451d-a646-48a1cd0ad86e
relation.isAuthorOfPublication.latestForDiscovery7ad4a531-f3a5-451d-a646-48a1cd0ad86e
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