Bayesian bounds for parameter estimation and nonlinear filtering / tracking / edited by Harry L. van Trees and Kristine L. Bell. - 1 PDF (xvi, 951 pages) : illustrations.

Includes bibliographical references and index.

Bayesian Cram�er-Rao Bounds -- Global Bayesian Bounds -- Hybrid Bayesian Bounds -- Constrained Cram�er-Rao Bounds -- Applications: Static Parameters -- Nonlinear Stochastic Dynamic Systems -- Applications: Nonlinear Dynamic Systems -- Statistical Literature.

Restricted to subscribers or individual electronic text purchasers.

Bayesian Bounds provides a collection of the important papers dealing with the theory and application of Bayesian bounds. The book is essential to both engineers and statisticians whether they are practitioners or theorists. Each part of the book is introduced with the contributions of each selected paper and their interrelationship.




Mode of access: World Wide Web

9780470544198

10.1109/9780470544198 doi


Bayesian statistical decision theory.
Parameter estimation.
Filters (Mathematics)
Nonlinear theories.


Electronic books.

QA279.5 / .B3855 2007eb

620.001519542