| Change-Point Analysis in Nonstationary Stochastic Models Contributor(s): Brodsky, Boris (Author) |
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ISBN: 1498755968 ISBN-13: 9781498755962 Publisher: CRC Press OUR PRICE: $190.00 Product Type: Hardcover - Other Formats Published: March 2017 |
| Additional Information |
| BISAC Categories: - Mathematics | Probability & Statistics - Bayesian Analysis |
| Dewey: 519.23 |
| LCCN: 2016022437 |
| Physical Information: 368 pages |
| Descriptions, Reviews, Etc. |
| Publisher Description: This book covers the development of methods for detection and estimation of changes in complex systems. These systems are generally described by nonstationary stochastic models, which comprise both static and dynamic regimes, linear and nonlinear dynamics, and constant and time-variant structures of such systems. It covers both retrospective and sequential problems, particularly theoretical methods of optimal detection. Such methods are constructed and their characteristics are analyzed both theoretically and experimentally. Suitable for researchers working in change-point analysis and stochastic modelling, the book includes theoretical details combined with computer simulations and practical applications. Its rigorous approach will be appreciated by those looking to delve into the details of the methods, as well as those looking to apply them. |