विधियों की तुलना करें

	बहुस्तरीय मोरान का I	स्थानीय मोरान का I (LISA)
क्षेत्र	स्थानिक विश्लेषण	स्थानिक विश्लेषण
परिवार	Regression model	Regression model
उद्भव वर्ष	1950 (base); multiscale variant 1980s-1990s	1995
प्रवर्तक	P. A. P. Moran (base statistic, 1950); multiscale extension developed through spatial ecology and geography literature	Luc Anselin
प्रकार	Spatial autocorrelation statistic	Local spatial autocorrelation statistic
मौलिक स्रोत	Moran, P. A. P. (1950). Notes on continuous stochastic phenomena. Biometrika, 37(1-2), 17-23.	Anselin, L. (1995). Local indicators of spatial association—LISA. Geographical Analysis, 27(2), 93–115.
उपनाम	multi-scale Moran's I, spatial correlogram Moran, Moran correlogram, multiscale spatial autocorrelation	Local Indicator of Spatial Association, LISA statistic, Anselin Local Moran, local spatial autocorrelation index
संबंधित	6	6
सारांश	Multiscale Moran's I extends the classic global Moran's I statistic by computing spatial autocorrelation across a series of distance lags or spatial scales. The resulting spatial correlogram reveals at which geographic scales clusters or dispersions of a variable exist, offering richer insight than a single summary statistic.	Local Moran's I, introduced by Luc Anselin in 1995, is a Local Indicator of Spatial Association (LISA) that decomposes global spatial autocorrelation into location-specific contributions. For every observation it produces a signed statistic and a significance value, enabling researchers to identify spatial clusters (high-high, low-low) and spatial outliers (high-low, low-high) on a map.