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Chapman and Hall/CRC Bayesian Computational Methods in Statistical Signal Processing (Chapman & Hall/CRC Interdisciplinary Statistics)

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Description

The importance of Bayesian signal processing methods have grown over the past decade. A wealth of Bayesian tools are available for solving highly complex inference problems, including particle filters, Markov chain Monte Carlo, and variational Bayes. These methods can be utilized to solve some of the area's major challenges, from state and parameter estimation to decision/control. This book provides full coverage of the background material, including models, inference methods and case studies/examples in an accessible but not overly mathematical style.

Product Specifications

Format
hardcover
Domain
Amazon UK
Release Date
28 August 2027
Listed Since
14 June 2013

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