Method evidence record
Bayesian Moran's I
Bayesian Moran's I embeds the classical Moran's I spatial autocorrelation test within a Bayesian probabilistic framework. Rather than producing a single p-value, it yields a posterior distribution over the spatial autocorrelation parameter, enabling uncertainty quantification, incorporation of prior knowledge, and more principled inference in small or irregular spatial datasets.
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Bayesian Moran's I Spatial Autocorrelation Test
Taxonomic method record · regression-model / spatial-analysis
- Haining, R. (2003). Spatial Data Analysis: Theory and Practice. Cambridge University Press. · ISBN 9780521774611
- Lee, S.-I. (2001). Developing a bivariate spatial association measure: an integration of Pearson's r and Moran's I. Journal of Geographical Systems, 3(4), 369–385. · URL
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