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Variational Bayesian identification and prediction of stochastic nonlinear dynamic causal models

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In this paper, we describe a general variational Bayesian approach for approximate inference on nonlinear stochastic dynamic models. This scheme extends established approximate inference on hidden-states to cover: (i) nonlinear evolution and observation functi... ...