विधियों की तुलना करें

	बेयसियन मोरान का I	गेरी का C
क्षेत्र	स्थानिक विश्लेषण	स्थानिक विश्लेषण
परिवार	Regression model	Regression model
उद्भव वर्ष	1950 / 2000s	1954
प्रवर्तक	Moran (1950), Bayesian extension developed in spatial statistics literature (late 1990s–2000s)	Roy C. Geary
प्रकार	Bayesian spatial autocorrelation test	Spatial autocorrelation statistic
मौलिक स्रोत	Haining, R. (2003). Spatial Data Analysis: Theory and Practice. Cambridge University Press. ISBN: 9780521774611	Geary, R. C. (1954). The Contiguity Ratio and Statistical Mapping. The Incorporated Statistician, 5(3), 115–145.
उपनाम	Bayesian spatial autocorrelation test, Bayesian Moran statistic, Moran's I under Bayesian inference, Bayesian global spatial association	Geary contiguity ratio, Geary C statistic, spatial contiguity ratio, Geary's c
संबंधित	6	4
सारांश	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.	Geary's C is a global spatial autocorrelation statistic that measures whether nearby areal units share similar attribute values. Unlike Moran's I, it focuses on squared differences between adjacent pairs rather than cross-products of deviations from the mean, making it more sensitive to local dissimilarity and less influenced by global trends.