Spatial Statistics

Objectives

At the end of this curricular unit students should understand and apply the basic concepts of geostatistics and spatial statistics. Students will be able to discuss and apply the main theoretical concepts related to the spatial interpolation of attributes using deterministic methods and geostatistical procedures. Students will understand the theoretical foundations of spatial regression and will be able to configure and perform exploratory and spatial regression analysis. Students will demonstrate that they know how to use software to apply interpolation and spatial regression methodologies. Students are expected to evaluate the potential of spatial statistics for their own research.