Forecasting and conditional projection using realistic prior distributions

by Thomas Doan

1986

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"This paper develops a forecasting procedure based on a Bayesian method for estimating vector autoregressions. We apply the procedure to 10 macroeconomic variables and show that it produces more accurate out-of-sample forecasts than univariate equations do. Although cross-variable responses are damped by the prior, our estimates capture considerable interaction among the variables"--Federal Reserve Bank of Minneapolis web site.