Mind your ps and qs! Improving ARMA forecasts with RBC priors

We use an RBC model to help inform ARMA parameters for univariate out-of-sample forecasting of US output. Bayesian estimation methods yield an interpretable structural model with forecasting performance at least competitive with ARMA models estimated with standard techniques.