Sparse Bayesian Estimation of Parameters in Linear-Gaussian State-Space Models

Benjamin Cox, Victor Elvira

State-space models (SSMs) are a powerful statistical tool for modelling time-varying systems via a latent state. In these models, the latent state is never directly observed. Inste…