Marginalized particle Gibbs for multiple state-space models coupled through shared parameters

Anna Wigren, Fredrik Lindsten

We consider Bayesian inference from multiple time series described by a common state-space model (SSM) structure, but where different subsets of parameters are shared between diffe…