Field Theory for Point Processes
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CHF 175.82
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Dieses Produkt erscheint am 13. März 2027
Produktnummer:
1009930
Produktinformationen "Field Theory for Point Processes"
This monograph develops a field-theoretic framework for the analysis of point processes, treating them as random measures and generalized fields rather than purely combinatorial objects. By treating point processes in terms of empirical fields, generating functionals, and effective actions, it offers a unified analytical approach to their structure, dynamics, and inference. Standard constructions, such as Poisson processes, stochastic dynamics, and inference procedures, are recast as components of a single analytic structure. This makes explicit structural correspondences that are often implicit: between generating functions and entropy, cumulant hierarchies and interaction, convex duality and large deviations, stochastic evolution and functional differential equations, and Fisher information and precision geometry.
| Autor: | Clark, Daniel |
|---|---|
| Sprache: | englisch |
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