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CRC Press Change-Point Analysis in Nonstationary Models

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Description

Explore advanced methods for the detection and estimation of changes in complex systems with this technical text from CRC Press. This book focuses on nonstationary stochastic models, covering systems that include both static and dynamic regimes. It addresses linear and nonlinear dynamics alongside constant and time-variant structures. Readers will find detailed coverage of both retrospective and sequential problems, with a specific focus on theoretical methods of optimal detection. The text provides a deep look into how these methods are constructed and analyzed through both theoretical and experimental approaches. This resource is specifically designed for researchers working in the fields of change-point analysis and stochastic processes.

Key Features

Covers detection and estimation methods for complex systems described by nonstationary stochastic models.

Addresses diverse system types including static and dynamic regimes with linear and nonlinear dynamics.

Includes analysis of constant and time-variant structures within stochastic modeling.

Provides theoretical methods for optimal detection in both retrospective and sequential problems.

Offers both theoretical and experimental analysis of constructed detection methods.

Serves as a specialized resource for researchers in change-point analysis and stochastic studies.

Product Specifications

Format
hardcover
Domain
Amazon UK
Release Date
23 March 2017
Listed Since
23 March 2016

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