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Panel Local Indicators of Spatial Association (パネルLISA)×局所的モラン指数 (LISA)×
分野空間分析空間分析
系統Regression modelRegression model
提唱年1995 (LISA); panel extension 2000s–2010s1995
提唱者Anselin (1995), panel extension developed through spatial econometrics literatureLuc Anselin
種類Local spatial autocorrelation statisticLocal spatial autocorrelation statistic
原典Anselin, 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 ↗
別名Panel LISA, spatiotemporal LISA, panel local spatial autocorrelation, LISA panel extensionLocal Indicator of Spatial Association, LISA statistic, Anselin Local Moran, local spatial autocorrelation index
関連46
概要Panel 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.
ScholarGateデータセット
  1. v1
  2. 2 出典
  3. PUBLISHED
  1. v1
  2. 2 出典
  3. PUBLISHED

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ScholarGate手法を比較: Panel Local Indicators of Spatial Association · Local Moran's I. 2026-06-20に以下より取得 https://scholargate.app/ja/compare