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Fundamentals of Stochastic Filtering

Fundamentals of Stochastic Filtering

by Dan Crisan and Alan Bain
Hardback
Publication Date: 23/10/2008

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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.
ISBN:
9780387768953
9780387768953
Category:
Probability & statistics
Format:
Hardback
Publication Date:
23-10-2008
Language:
English
Publisher:
Springer-Verlag New York Inc.
Country of origin:
United States
Pages:
390
Dimensions (mm):
235x155x23mm
Weight:
0.81kg

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