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This handbook provides an introduction to the field of spatial statistics, detailing its evolution. It concentrates on the three primary branches within the discipline: continuous spatial variation, often referred to as point-referenced data; discrete spatial variation, encompassing both lattice and areal unit data; and the analysis of spatial point patterns.