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An Introduction to State Space Time Series Analysis
Language: en
Pages: 192
Authors: Jacques J. F. Commandeur
Categories: Business & Economics
Type: BOOK - Published: 2007-07-19 - Publisher: OUP Oxford

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Providing a practical introduction to state space methods as applied to unobserved components time series models, also known as structural time series models, t
Time Series Analysis for the State-Space Model with R/Stan
Language: en
Pages: 350
Authors: Junichiro Hagiwara
Categories: Mathematics
Type: BOOK - Published: 2021-08-30 - Publisher: Springer Nature

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This book provides a comprehensive and concrete illustration of time series analysis focusing on the state-space model, which has recently attracted increasing
Time Series Analysis by State Space Methods
Language: en
Pages: 369
Authors: James Durbin
Categories: Business & Economics
Type: BOOK - Published: 2012-05-03 - Publisher: OUP Oxford

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This new edition updates Durbin & Koopman's important text on the state space approach to time series analysis. The distinguishing feature of state space time s
State-Space Methods for Time Series Analysis
Language: en
Pages: 286
Authors: Jose Casals
Categories: Mathematics
Type: BOOK - Published: 2018-09-03 - Publisher: CRC Press

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The state-space approach provides a formal framework where any result or procedure developed for a basic model can be seamlessly applied to a standard formulati
State Space Modeling of Time Series
Language: en
Pages: 324
Authors: Masanao Aoki
Categories: Business & Economics
Type: BOOK - Published: 2013-03-09 - Publisher: Springer Science & Business Media

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model's predictive capability? These are some of the questions that need to be answered in proposing any time series model construction method. This book addres