The measurement and behavior of uncertainty: Evidence from the ECB Survey of Professional Forecasters

Arbeitspapier

We use matched point and density forecasts of output growth and inflation from the ECB Survey of Professional Forecasters to derive measures of forecast uncertainty, forecast dispersion, and forecast accuracy. We construct uncertainty measures from aggregate density functions as well as from individual histograms. The uncertainty measures display countercyclical behavior, and there is evidence of increased uncertainty for output growth and inflation since 2007. The results also indicate that uncertainty displays a very weak relationship with forecast dispersion, corroborating the findings of other recent studies indicating that disagreement is not a valid proxy for uncertainty. In addition, we find no correspondence between movements in uncertainty and predictive accuracy, suggesting that time-varying conditional variance estimates may not provide a reliable proxy for uncertainty. Last, using a regression equation that can be interpreted as a (G)ARCH-M-type model, we find limited evidence of linkages between uncertainty and levels of inflation and output growth.

Object Details

• Language: Englisch

References and Relationships

• Bibliographic citation: Series: Staff Report ; No. 588

Classification and Topics

• Classification: Wirtschaft ; Econometric and Statistical Methods and Methodology: General ; Survey Methods; Sampling Methods ; Expectations; Speculations
• Subject: uncertainty ; disagreement ; inflation expectations ; output growth expectations

Contributors, Places and Time

• Event: Geistige Schöpfung
• (who): Rich, Robert ; Song, Joseph ; Tracy, Joseph
• Event: Veröffentlichung
• (who): Federal Reserve Bank of New York
• (where): New York, NY
• (when): 2012

Further information

• Handle: http://hdl.handle.net/10419/93621
• Last update: 10.03.2025, 11:42 AM CET