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Indicatori locali de asociere spațială pe panel (Panel LISA)×Indicator Moran I Local (LISA)×
DomeniuAnaliză spațialăAnaliză spațială
FamilieRegression modelRegression model
Anul apariției1995 (LISA); panel extension 2000s–2010s1995
Autorul originalAnselin (1995), panel extension developed through spatial econometrics literatureLuc Anselin
TipLocal spatial autocorrelation statisticLocal spatial autocorrelation statistic
Sursa seminalăAnselin, L. (1995). Local indicators of spatial association — LISA. Geographical Analysis, 27(2), 93–115. DOI ↗Anselin, L. (1995). Local indicators of spatial association—LISA. Geographical Analysis, 27(2), 93–115. DOI ↗
Denumiri alternativePanel LISA, spatiotemporal LISA, panel local spatial autocorrelation, LISA panel extensionLocal Indicator of Spatial Association, LISA statistic, Anselin Local Moran, local spatial autocorrelation index
Înrudite46
RezumatPanel Local Indicators of Spatial Association extends Anselin's LISA statistics — most commonly Local Moran's I — to panel datasets, identifying spatial clusters and outliers at each location across multiple time periods. By applying local autocorrelation measures repeatedly over time, researchers can detect whether spatial concentration patterns emerge, persist, or dissolve, giving a richer spatiotemporal picture than a single cross-section allows.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.
ScholarGateSet de date
  1. v1
  2. 2 Surse
  3. PUBLISHED
  1. v1
  2. 2 Surse
  3. PUBLISHED

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ScholarGateCompară metode: Panel Local Indicators of Spatial Association · Local Moran's I. Preluat la 2026-06-20 de pe https://scholargate.app/ro/compare