Titlebook: Stochastic Geometry; Modern Research Fron David Coupier Book 2019 Springer Nature Switzerland AG 2019 Convex Geometry.Random Graphs.Spatial

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Introduction to the Theory of Gibbs Point Processes,tigate the estimation of parameters. The main standard estimators (MLE, MPLE, Takacs-Fiksel and variational estimators) are presented and we prove their consistency. For sake of simplicity, during all the mini-course, we consider only the case of finite range interaction and the setting of marked points is not presented.

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Understanding Spatial Point Patterns Through Intensity and Conditional Intensities,ilable the form of their intensity and conditional intensity functions. Finally, we provide a non exhaustive list of statistical methodologies to estimate these functions and discuss the pros and cons of each method.

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