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    3. Bayesian Inference of State Space Models: Kalman Filtering and Beyond

    Bayesian Inference of State Space Models: Kalman Filtering and Beyond

    Posted By: hill0
    Date: 13 Nov 2021 06:35:03
    Bayesian Inference of State Space Models: Kalman Filtering and Beyond

    Bayesian Inference of State Space Models: Kalman Filtering and Beyond
    English | 2021 | ISBN: 3030761231 | 503 Pages | PDF EPUB | 39 MB

    Bayesian Inference of State Space Models: Kalman Filtering and Beyond offers a comprehensive introduction to Bayesian estimation and forecasting for state space models. The celebrated Kalman filter, with its numerous extensions, takes centre stage in the book. Univariate and multivariate models, linear Gaussian, non-linear and non-Gaussian models are discussed with applications to signal processing, environmetrics, economics and systems engineering.

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