Advanced Spatial Statistics

Catalog description

Credits 3. 3 Lecture Hours. Spatial statistics from an advanced perspective; Gaussian processes; Gaussian Markov random fields; positive definite functions; nonstationary and multivariate process; hierarchical spatial models; measurement error; change of support; computational approaches for large spatial data sets; spatio-temporal statistics. Prerequisites: STAT 612 , STAT 613 , and STAT 632 .