Economic modelling (2009), 26(5), 1067-1074
Ashton de Silva, Rob J Hyndman and Ralph Snyder
The Beveridge-Nelson vector innovations structural time series framework is a new formulation that decomposes a set of variables into their permanent and transitory components. The proposed framework is flexible, modelling inter-series relationships and common features in a simple manner. In particular, it is shown that this new specification is simpler than conventional state space and cointegration approaches. The approach is illustrated using a trivariate data set comprising the GDP of Australia, the USA and the UK.
Keywords: vector innovations structural time series model, multivariate time series model, Beveridge-Nelson decomposition, common components.