Regression modelGIS / spatial
Robust Moran's I
Robust Moran's I is an outlier-resistant adaptation of the classic Moran's I spatial autocorrelation statistic. By replacing the standard mean-based standardization with resistant measures of center and spread, it detects genuine geographic clustering without being distorted by a small number of extreme values in the attribute of interest.
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Sources
- Anselin, L. (1995). Local indicators of spatial association—LISA. Geographical Analysis, 27(2), 93–115. DOI: 10.1111/j.1538-4632.1995.tb00338.x ↗
- Lee, J., & Wong, D. W. S. (2001). Statistical Analysis with ArcView GIS. John Wiley & Sons. ISBN: 978-0471348740