State space models for non-stationary intermittently coupled systems: an application to the North Atlantic Oscillation

Philip G. Sansom, Daniel B. Williamson, David B. Stephenson

We develop Bayesian state space methods for modelling changes to the mean level or temporal correlation structure of an observed time series due to intermittent coupling with an un…