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Time Series Modelling with Unobserved Components
Language: en
Pages: 274
Authors: Matteo M. Pelagatti
Categories: Mathematics
Type: BOOK - Published: 2015-07-28 - Publisher: CRC Press

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Despite the unobserved components model (UCM) having many advantages over more popular forecasting techniques based on regression analysis, exponential smoothin
Time Series Modelling with Unobserved Components
Language: en
Pages: 0
Authors: Matteo M. Pelagatti
Categories:
Type: BOOK - Published: 2021-06-30 - Publisher: CRC Press

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This work focuses on the unobserved components model (UCM) approach rather than general state space modeling. It provides enough theory so that readers understa
Time Series Modelling with Unobserved Components
Language: en
Pages: 0
Authors: Matteo Maria Pelagatti
Categories: Mathematics
Type: BOOK - Published: 2015-08-21 - Publisher: Chapman and Hall/CRC

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Unobserved Components Models (UCMs) are a special class of time series models that have many advantages compared with other models in that they tend to provide
Forecasting, Structural Time Series Models and the Kalman Filter
Language: en
Pages: 574
Authors: Andrew C. Harvey
Categories: Business & Economics
Type: BOOK - Published: 1990 - Publisher: Cambridge University Press

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A synthesis of concepts and materials, that ordinarily appear separately in time series and econometrics literature, presents a comprehensive review of theoreti
Readings in Unobserved Components Models
Language: en
Pages: 475
Authors: Andrew Harvey
Categories: Business & Economics
Type: BOOK - Published: 2005-04-07 - Publisher: OUP Oxford

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This volume presents a collection of readings which give the reader an idea of the nature and scope of unobserved components (UC) models and the methods used to