AMCS 313 Spatial Statistics



This course is an introduction to the concepts and applications of spatial statistics. It covers the following topics. Geostatistical data: Random Fields; Variograms; Covariances; Stationarity; Non-stationarity; Kriging; Simulations. Lattice data: Spatial regression; SAR, CAR, QAR, MA models; Geary/Moran indices. Point patterns: Point processes; K- function; Complete spatial randomness; Homogeneous/inhomogeneous processes; Marked point processes.
Course period01/24/16 → …
Course level300