The field of study concerning statistical methods that use space and spatial relationships (such as distance, area, volume, length, height, orientation, centrality and/or other spatial characteristics of data) directly in their mathematical computations.
http://support.esri.com/en/knowledgebase/GISDictionary/term/spatial%20statistics
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