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モランのI×空間的自己相関×
分野空間分析空間分析
系統Regression modelRegression model
提唱年19501950
提唱者Patrick A. P. MoranP. A. P. Moran (global measure, 1950); Roy Geary (Geary's C, 1954); Luc Anselin (LISA, 1995)
種類Spatial autocorrelation statisticSpatial statistic / exploratory spatial data analysis
原典Moran, P. A. P. (1950). Notes on continuous stochastic phenomena. Biometrika, 37(1/2), 17–23. DOI ↗Moran, P. A. P. (1950). Notes on continuous stochastic phenomena. Biometrika, 37(1/2), 17–23. DOI ↗
別名Moran's I statistic, global Moran's I, spatial autocorrelation index, Moran indexspatial dependence, geographic autocorrelation, spatial clustering measure, SA
関連65
概要Moran's I is the standard global statistic for detecting spatial autocorrelation: whether nearby locations tend to share similar values. The index ranges from approximately −1 (perfect dispersion) through 0 (spatial randomness) to +1 (perfect clustering), allowing researchers to test whether a geographic pattern differs from complete spatial randomness with a single, interpretable number.Spatial autocorrelation quantifies the degree to which a variable's values at nearby locations resemble each other more (positive autocorrelation) or less (negative autocorrelation) than expected by chance. Global indices such as Moran's I summarise the pattern across the entire study area, while local variants reveal clusters and outliers at the level of individual observations.
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ScholarGate手法を比較: Moran's I · Spatial Autocorrelation. 2026-06-18に以下より取得 https://scholargate.app/ja/compare