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04908 Stochastic Geometry
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Danish title: Stochastic Geometry
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Language: English
Credit points: 4,5 |
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| Type: | Ph.D.-level, Open University
Language: English |
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Recommended semester: 7th - 9th semester
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Scope and form: Lectures by participants, and possibly by invited guest speakers. Computer exercises.
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Examination: Evaluation of report. (Pass/fail)
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Department: Informatics and Mathematical Modelling
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Aim: The course introduces the student to the fundamentals of stochastic geometry, with special emphasis on point processes, and thus enables the student to perform independent research in the application of the field.
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Contents: The homogenous Poisson process. General point processes in Euclidean spaces. Special point process models (Cox processes, Neyman-Scott processes, Hard Core processes, Gibbs processes). Random closed sets. Random measures. The course discusses analysis, simulation, and inference. Further topics are taken from recent literature on stochastic geometry, or on its applications to the special fields of the participants.
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