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Globaalne ruumiline autokorrelatsioon×Local Moran's I (LISA)×
ValdkondRuumianalüüsRuumianalüüs
PerekondRegression modelRegression model
Tekkeaasta19501995
LoojaP. A. P. Moran (Moran's I, 1950); generalized by Luc AnselinLuc Anselin
TüüpSpatial statistic / hypothesis testLocal spatial autocorrelation statistic
AlgallikasMoran, P. A. P. (1950). Notes on continuous stochastic phenomena. Biometrika, 37(1/2), 17–23. DOI ↗Anselin, L. (1995). Local indicators of spatial association—LISA. Geographical Analysis, 27(2), 93–115. DOI ↗
Rööpnimetusedglobal spatial dependence, global Moran's I, GSA, global spatial clustering measureLocal Indicator of Spatial Association, LISA statistic, Anselin Local Moran, local spatial autocorrelation index
Seotud66
KokkuvõteGlobal Spatial Autocorrelation measures the degree to which similar values cluster together across an entire study area. Rather than identifying where clusters occur, it yields a single summary statistic — most commonly Moran's I — that quantifies whether spatial proximity coincides with value similarity, dissimilarity, or randomness across all observations simultaneously.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: Global Spatial Autocorrelation · Local Moran's I. Loetud 2026-06-18 aadressilt https://scholargate.app/et/compare