Forecasting, Structural Time Series Models and the Kalman Filter by Andrew C. Harvey (Hardback, 1990)

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Perhaps the most novel feature of the book is its use of Kalman filtering together with econometric and time series methodology. From a technical point of view, state space models and the Kalman filter play a key role in the statistical treatment of structural time series models.
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