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dc.contributor.authorMateu, Jorge
dc.date.accessioned2007-12-11T17:19:02Z
dc.date.available2007-12-11T17:19:02Z
dc.date.issued2002
dc.identifier.citationMateu, Jorge. "Statistical procedures for spatial point pattern recognition". Qüestiió. 2002, vol. 26, núm. 1-2
dc.identifier.issn0210-8054 (versió paper)
dc.identifier.urihttp://hdl.handle.net/2099/4178
dc.description.abstractSpatial structures in the form of point patterns arise in many different contexts, and in most of them the key goal concerns the detection and recognition of the underlying spatial pattern. Particularly interesting is the case of pattern analysis with replicated data in two or more experimental groups. This paper compares design-based and model-based approaches to the analysis of this kind of spatial data. Basic questions about pattern detection concern estimating the properties of the underlying spatial point process within each experimental group, and comparing the properties between groups. The paper discusses how either approach can be implemented in the specific context of a single-factor replicated experiment and uses simulations to show how the model-based approach can be more efficient when the underlying model assumptions hold, but potentially misleading otherwise.
dc.format.extent31 p.
dc.language.isoeng
dc.publisherInstitut d'Estadística de Catalunya
dc.rightsAttribution-NonCommercial-NoDerivs 2.5 Spain
dc.rights.urihttp://creativecommons.org/licenses/by-nc-nd/2.5/es/
dc.subject.lcshStochastic processes
dc.subject.lcshInference
dc.subject.otherExpected significance levels
dc.subject.otherReplicated patterns
dc.subject.otherSpatial point structures
dc.titleStatistical procedures for spatial point pattern recognition
dc.typeArticle
dc.subject.lemacProcessos estocàstics
dc.subject.lemacInferència
dc.subject.amsClassificació AMS::62 Statistics::62M Inference from stochastic processes
dc.subject.amsClassificació AMS::60 Probability theory and stochastic processes::60G Stochastic processes
dc.rights.accessOpen Access
local.ordre3
local.personalitzacitaciotrue


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