विधियों की तुलना करें

	मजबूत स्थानीय स्थानिक सहसंबंध सूचक (Robust LISA)	स्थानीय मोरान का I (LISA)
क्षेत्र	स्थानिक विश्लेषण	स्थानिक विश्लेषण
परिवार	Regression model	Regression model
उद्भव वर्ष	1995–2000s	1995
प्रवर्तक	Anselin (LISA, 1995); robust extensions by Assuncao & Reis and subsequent spatial statisticians	Luc Anselin
प्रकार	Local spatial autocorrelation statistic (robust variant)	Local spatial autocorrelation statistic
मौलिक स्रोत	Anselin, L. (1995). Local indicators of spatial association—LISA. Geographical Analysis, 27(2), 93–115.	Anselin, L. (1995). Local indicators of spatial association—LISA. Geographical Analysis, 27(2), 93–115.
उपनाम	Robust LISA, outlier-resistant LISA, robust local spatial autocorrelation, LISA with robust weights	Local Indicator of Spatial Association, LISA statistic, Anselin Local Moran, local spatial autocorrelation index
संबंधित	6	6
सारांश	Robust Local Indicators of Spatial Association extend Anselin's LISA framework to handle outliers, extreme values, and spatially heterogeneous populations. By applying outlier-resistant adjustments to the spatial weights or the standardised values, Robust LISA identifies statistically significant local clusters and spatial outliers without the distortions caused by highly influential observations.	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.