State Space and Unobserved Component Models
Edited by Andrew Harvey,
Siem Jan Koopman and
Neil Shephard ()
in Cambridge Books from Cambridge University Press
Abstract:
This 2004 volume offers a broad overview of developments in the theory and applications of state space modeling. With fourteen chapters from twenty-three contributors, it offers a unique synthesis of state space methods and unobserved component models that are important in a wide range of subjects, including economics, finance, environmental science, medicine and engineering. The book is divided into four sections: introductory papers, testing, Bayesian inference and the bootstrap, and applications. It will give those unfamiliar with state space models a flavour of the work being carried out as well as providing experts with valuable state of the art summaries of different topics. Offering a useful reference for all, this accessible volume makes a significant contribution to the literature of this discipline.
Date: 2012
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Persistent link: https://EconPapers.repec.org/RePEc:cup:cbooks:9781107407435
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