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Time Series Analysis for the State-Space Model with R/Stan
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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
An Introduction to State Space Time Series Analysis
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Authors: Jacques J. F. Commandeur
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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 by State Space Methods
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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
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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 and Unobserved Component Models
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Type: BOOK - Published: 2004-06-10 - Publisher: Cambridge University Press

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A comprehensive overview of developments in the theory and application of state space modeling, first published in 2004.