Among plug-in, trimmed least squares, and Theil-Sen robust Moran estimators, Theil-Sen is the best default for exploratory spatial analysis; plug-in methods work for large data.
(1988), Spatial Econometrics: Methods and Models , Studies in Operational Regional Science, Kluwer Academic Publishers, Dordrecht
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Robust Indicators of Spatial Association
Among plug-in, trimmed least squares, and Theil-Sen robust Moran estimators, Theil-Sen is the best default for exploratory spatial analysis; plug-in methods work for large data.