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Multiscale Getis-Ord Gi* kuumade alade analüüs×Local Moran's I (LISA)×
ValdkondRuumianalüüsRuumianalüüs
PerekondRegression modelRegression model
Tekkeaasta1995 (Gi* basis); multiscale application 2000s onward1995
LoojaOrd & Getis (1995); multiscale extension developed in applied spatial analysis practiceLuc Anselin
TüüpLocal spatial statistic (multiscale)Local spatial autocorrelation statistic
AlgallikasOrd, J. K., & Getis, A. (1995). Local spatial autocorrelation statistics: Distributional issues and an application. Geographical Analysis, 27(4), 286-306. DOI ↗Anselin, L. (1995). Local indicators of spatial association—LISA. Geographical Analysis, 27(2), 93–115. DOI ↗
Rööpnimetusedmulti-distance Gi*, multiscale hot spot analysis, multi-bandwidth Getis-Ord, scale-varying Gi*Local Indicator of Spatial Association, LISA statistic, Anselin Local Moran, local spatial autocorrelation index
Seotud56
KokkuvõteMultiscale Getis-Ord Gi* extends the classic local hot spot statistic by computing Gi* z-scores across a range of spatial distance bands or neighborhood sizes. This reveals whether clusters of high or low values are scale-dependent — appearing only at fine local scales, only at broad regional scales, or persistently across all scales — providing richer spatial intelligence than a single-bandwidth analysis.Local Moran's I, introduced by Luc Anselin in 1995, is a Local Indicator of Spatial Association (LISA) that decomposes global spatial autocorrelation into location-specific contributions. For every observation it produces a signed statistic and a significance value, enabling researchers to identify spatial clusters (high-high, low-low) and spatial outliers (high-low, low-high) on a map.
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ScholarGateVõrdle meetodeid: Multiscale Getis-Ord Gi* · Local Moran's I. Loetud 2026-06-19 aadressilt https://scholargate.app/et/compare