We thank Eric Leeper and Juan Rubio-Ramirez for helpful discussions. Massimiliano Marcellino and Tommaso Tornese kindly provided code implementing their Algorithm 2. The views expressed herein are those of the authors and do not necessarily reflect those of the Federal Reserve Bank of Atlanta, the Federal Reserve System, or the National Bureau of Economic Research.