The next generation of macro modellers at inflation-targeting central banks should adapt a methodology from weather forecasting known as ensemble modelling, a new paper from Norges Bank posits.

The analysis shows that, in this approach, uncertainty about model specifications, such as initial conditions, parameters, and boundary conditions, is explicitly accounted for by constructing ensemble predictive densities from a large number of component models. The research shows that the components