Christos Merkatas

A Gibbs Sampler for Bayesian Nonparametric State-Space Models

A common assumption in state space models is that the state and observation noise is Gaussian. However, there are cases where this assumption is violated and is chosen for computational convenience. In this article, we present a state space model whose noise processes are modeled via highly flexible…