This course aims to introduce the students to the science and art in dealing with geostatistical data and point patterns, with particular focus on making sense out of the data through design, inference, and diagnostics. Topics covered include geostatistics (with applications to epidemiology), estimation of variogram, ordinary and universal kriging, point process theory, space-time point patters.