Special Topics

This chapter contains a presentation of selected topics related to the study of spatial phenomena. The methodology is presented in the notation of the book. This exposure facilitates the understanding of the basic concepts and the ability to compare them. Topics discussed include classes of simulation algorithms, geostatistical models, Gaussian Markov random fields, basis function models, functional predictors and the integrated nested Laplace approximations.