results suggest that euro-area inflation forecasts have reacted less to unemployment forecasts after the start of the … financial crisis but another cost measure (energy inflation) remains significant. This finding is consistent with a flatter … better anchoring of inflation expectations and increases in structural unemployment do not seem to find support in the survey …

Policymakers and researchers see inflation characterized by cyclical fluctuations driven by changes in resource … utilization and temporary shocks, around a trend influenced by inflation expectations. We study the in-sample inflation dynamics … and forecast inflation out-of-sample by analyzing a New Keynesian Phillips Curve (NKPC) in the frequency domain. In …

We show that the New Keynesian Phillips Curve (NKPC) outperforms standard benchmarks in forecasting U.S. inflation once … frequency-domain information is taken into account. We do so by decomposing the time series (of inflation and its predictors …) into several frequency bands and forecasting separately each frequency component of inflation. The largest statistically …

Managing inflation is vital for a stable economy, but forecasting remains challenging. ML methods, like neural networks …, have shown promise in forecasting inflation and other macroeconomic variables. In this paper, I propose DPCNet, a deep … multi-task learning model, to jointly forecast inflation and unemployment. DPCNet incorporates economic structure and memory …

find a higher average forecast accuracy of models that incorporate information on inflation expectations from the ECB’s SPF … inflation expectations are typically not large but significant in some periods. Both short- and long-term expectations provide … (not always for the countries). The analysis is undertaken for headline inflation and inflation excluding energy and food …

We show that the New Keynesian Phillips Curve (NKPC) outperforms standard bench marks in forecasting U.S. inflation … once frequency-domain information is taken into account. We do so by decomposing the time series (of inflation and its … predictors) into several frequency bands and forecasting separately each frequency component of inflation. The largest …

breaks in the performance of most simple Phillips curves. Euro area inflation was particularly hard to forecast in the run … practitioners, we find that: (i) the key type of time variation to consider is an inflation trend; (ii) a simple filter-based output …

This paper presents the New Keynesian Phillips Curve (NKPC) -based framework for analysing euro area inflation outlook …. Our NKPC specification, that relies on market- and survey-based inflation expectations, explains well euro area inflation … long-horizons. Overall, the NKPC is a useful tool for monitoring euro area inflation outlook. Thanks to its fast and light …

find a higher average forecast accuracy of models that incorporate information on inflation expectations from the ECB's SPF … inflation expectations are typically not large but significant in some periods. Both short- and long-term expectations provide … (not always for the countries). The analysis is undertaken for headline inflation and inflation excluding energy and food …