La statistique spatiale connait un developpement important du fait de son utilisation dans de nombreux domaines: sciences de la terre, environnement et climatologie, epidemiologie, econometrie, analyse d'image, etc... Ce livre presente les principaux modeles spatiaux utilises ainsi que leur statistique pour les trois types de donnees: geostatistiques (observation sur un domaine continu), donnees sur reseau discret, donnees ponctuelles. L'objectif est presenter de facon concise mais mathematiquement complete les modeles les plus classiques (second ordre et variogramme; modele latticiel et...

Spatial statistics are useful in subjects as diverse as climatology, ecology, economics, environmental and earth sciences, epidemiology, image analysis and more. This book covers the best-known spatial models for three types of spatial data: geostatistical data (stationarity, intrinsic models, variograms, spatial regression and space-time models), areal data (Gibbs-Markov fields and spatial auto-regression) and point pattern data (Poisson, Cox, Gibbs and Markov point processes). The level is relatively advanced, and the presentation concise but complete.

The most important...

Spatial statistics are useful in subjects as diverse as climatology, ecology, economics, environmental and earth sciences, epidemiology, image analysis and more. This book covers the best-known spatial models for three types of spatial data: geostatistical data (stationarity, intrinsic models, variograms, spatial regression and space-time models), areal data (Gibbs-Markov fields and spatial auto-regression) and point pattern data (Poisson, Cox, Gibbs and Markov point processes). The level is relatively advanced, and the presentation concise but complete.

The most important...