Σύγκριση μεθόδων

	Δείκτης I του Moran σε Πολλαπλές Κλίμακες	Τοπικοί Δείκτες Χωρικής Συσχέτισης (LISA)
Πεδίο	Χωρική Ανάλυση	Χωρική Ανάλυση
Οικογένεια	Regression model	Regression model
Έτος προέλευσης	1950 (base); multiscale variant 1980s-1990s	1995
Δημιουργός	P. A. P. Moran (base statistic, 1950); multiscale extension developed through spatial ecology and geography literature	Luc Anselin
Τύπος	Spatial autocorrelation statistic	Local spatial statistic
Θεμελιώδης πηγή	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.
Εναλλακτικές ονομασίες	multi-scale Moran's I, spatial correlogram Moran, Moran correlogram, multiscale spatial autocorrelation	LISA, local spatial autocorrelation statistics, local Moran's I, Anselin LISA
Συναφείς	6	6
Σύνοψη	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.	LISA, introduced by Luc Anselin in 1995, decomposes a global spatial autocorrelation index into a location-specific statistic for every observation. It identifies where statistically significant spatial clusters and outliers occur on a map, enabling researchers to move beyond a single global summary and pinpoint the geographic sources of spatial dependence.