Joint reconstruction and prediction of random dynamical systems under borrowing of strength

Spyridon J. Hatjispyros, Christos Merkatas

We propose a Bayesian nonparametric model based on Markov Chain Monte Carlo (MCMC) methods for the joint reconstruction and prediction of discrete time stochastic dynamical systems…