This paper examines how the estimation results for a standard New Keynesian model with constant gain least squares learning is sensitive to the stance taken on agents beliefs at the beginning of the sample. The New Keynesian model is estimated under rational expectations and under learning with...

This paper examines the "bad luck" explanation for changing volatility in U.S. inflation and output when agents do not have rational expectations, but instead form expectations through least squares learning with an endogenously changing learning gain. It has been suggested that this type of...

]We use a standard New Keynesian model to explore implications of backward- and forward-looking windows for monetary policy with average inflation targeting and investigate the conditions for determinacy. A unique equilibrium rules out sunspot shocks that can lead to self-fulfilling shocks for...