Table of contents : Content: Overview of spatial data problems -- Basics of point-referenced data models -- Basics of areal data models -- Basics of Bayesian inference -- Hierarchical modeling for univariate spatial data -- Spatial misalignment -- Multivariate spatial modeling -- Spatiotemporal modeling -- Spatial survival models -- Special topics in spatial process modeling