This course aims to introduce a variety of statistical methods in the spatial domain. We will introduce and discuss methods for three types of spatial data including geostatistical data, regional data and spatial point patterns. Major topics to be covered include spatial covariance functions, variograms, kriging, spatial autoregressive models, K function, etc.