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Панелни локални индикатори за пространствена асоциация (Panel LISA)×Локален коефициент на Моран (LISA)×
ОбластПространствен анализПространствен анализ
СемействоRegression modelRegression model
Година на възникване1995 (LISA); panel extension 2000s–2010s1995
СъздателAnselin (1995), panel extension developed through spatial econometrics literatureLuc Anselin
ТипLocal spatial autocorrelation statisticLocal spatial autocorrelation statistic
Основополагащ източникAnselin, 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 ↗
Други названияPanel LISA, spatiotemporal LISA, panel local spatial autocorrelation, LISA panel extensionLocal Indicator of Spatial Association, LISA statistic, Anselin Local Moran, local spatial autocorrelation index
Свързани46
РезюмеPanel 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.
ScholarGateНабор от данни
  1. v1
  2. 2 Източници
  3. PUBLISHED
  1. v1
  2. 2 Източници
  3. PUBLISHED

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ScholarGateСравнение на методи: Panel Local Indicators of Spatial Association · Local Moran's I. Извлечено на 2026-06-20 от https://scholargate.app/bg/compare