Programme: The course is based on three spatial stochastic model prototypes, i.e. the Poisson processes, the Boolean model and the Gaussian random functions model.
- Two days are devoted to the study of random sets, in particular to their geometric properties and to their simulation.
- Three days build on the Gaussian random functions model and cover spatial regression techniques (kriging) and simulation algorithms (either non-conditional or with constraints).
Requirements : The Probability course of MINES ParisTech, or equivalent.
Evaluation mechanism : Written exam.
Last Modification : Friday 27 July 2012