A Bayesian Nonparametric approach to Reconstruction and Prediction of Random Dynamical Systems

Christos Merkatas, Konstantinos Kaloudis, Spyridon J. Hatjispyros

We propose a Bayesian nonparametric mixture model for the reconstruction and prediction from observed time series data, of discretized stochastic dynamical systems, based on Markov…