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Autocorrelació espacial robusta×Auto-correlació espacial local×
CampAnàlisi espacialAnàlisi espacial
FamíliaRegression modelRegression model
Any d'origen1981–19951995
Autor originalCliff & Ord; extended by Anselin and colleaguesLuc Anselin
TipusSpatial dependence test (robust variant)Spatial association analysis
Font seminalAnselin, L., & Florax, R. J. G. M. (1995). Small sample properties of tests for spatial dependence in regression models: some further results. In Anselin, L. & Florax, R. J. G. M. (Eds.), New Directions in Spatial Econometrics. Springer, Berlin. link ↗Anselin, L. (1995). Local indicators of spatial association — LISA. Geographical Analysis, 27(2), 93–115. DOI ↗
Àliesrobust Moran's I, robust spatial dependence test, outlier-resistant spatial autocorrelation, RSAlocal spatial association, local SA, LISA methods, local spatial clustering
Relacionats56
ResumRobust spatial autocorrelation methods measure the degree to which nearby geographic units share similar values, while explicitly controlling for the distorting influence of spatial outliers and extreme observations. They extend classical statistics such as Moran's I by down-weighting or trimming observations that would otherwise inflate or deflate the autocorrelation signal.Local Spatial Autocorrelation methods decompose global spatial clustering into location-specific statistics, revealing where in a study area significant clustering or dispersion occurs. Each observation receives its own association score and significance value, enabling the detection of spatial hot spots, cold spots, and spatial outliers rather than reporting a single summary statistic.
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ScholarGateCompara mètodes: Robust Spatial Autocorrelation · Local Spatial Autocorrelation. Recuperat el 2026-06-17 de https://scholargate.app/ca/compare