the case of imperfect knowledge and learning about the persistence of exogenous shocks. I evaluate the performance of the … model against the last 40 years of key U.S. macroeconomic data. Bayesian comparison strongly favors the model with learning … over the baseline case with perfect knowledge, although additional assumptions about the learning process may be necessary …