Fundamentals of Stochastic Filtering

Fundamentals of Stochastic Filtering

Alan Bain / Dan Crisan

193,49 €
IVA incluido
Disponible
Editorial:
Springer Nature B.V.
Año de edición:
2008
Materia
Probabilidad y estadística
ISBN:
9780387768953
193,49 €
IVA incluido
Disponible

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This book provides a rigorous mathematical treatment of the non-linear stochastic filtering problem using modern methods. Particular emphasis is placed on the theoretical analysis of numerical methods for the solution of the filtering problem via particle methods. The book should provide sufficient background to enable study of the recent literature. While no prior knowledge of stochastic filtering is required, readers are assumed to be familiar with measure theory, probability theory and the basics of stochastic processes. Most of the technical results that are required are stated and proved in the appendices. Exercises and solutions are included.

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    This book provides a rigorous mathematical treatment of the non-linear stochastic filtering problem using modern methods. Particular emphasis is placed on the theoretical analysis of numerical methods for the solution of the filtering problem via particle methods. The book should provide sufficient background to enable study of the recent literature. ...
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