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モランのI空間的自己相関検定×空間誤差モデル(SEM)×
分野空間分析空間分析
系統Regression modelRegression model
提唱年19501988
提唱者Patrick A. P. MoranAnselin
種類Global spatial autocorrelation statisticSpatial regression (spatially autocorrelated errors)
原典Moran, P.A.P. (1950). Notes on Continuous Stochastic Phenomena. Biometrika, 37(1/2), 17–23. DOI ↗Anselin, L. (1988). Spatial Econometrics: Methods and Models. Kluwer Academic. DOI ↗
別名global Moran's I, spatial autocorrelation test, Moran's I Uzamsal Otokorelasyon TestiSEM, spatial error regression, spatial autoregressive error model, Uzamsal Hata Modeli (SEM / Spatial Error)
関連55
概要Moran's I is a global statistic, introduced by Patrick Moran in 1950, that measures whether and how a continuous variable is spatially autocorrelated across mapped units. A positive value signals clustering of similar values, a negative value signals a dispersed (checkerboard) pattern, and it is most often used as a diagnostic before moving to spatial regression.The Spatial Error Model, developed within Anselin's spatial econometrics framework (1988), is a regression model that assumes spatial dependence enters through the error term: the disturbances of neighbouring units are correlated. It is used when unobserved shared factors make the errors of nearby observations move together, and it is estimated by maximum likelihood or GMM rather than ordinary least squares.
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ScholarGate手法を比較: Moran's I · Spatial Error Model. 2026-06-15に以下より取得 https://scholargate.app/ja/compare