The Measurement and Behavior of Uncertainty: Evidence from the ECB Survey of Professional Forecasters - Federal Reserve Bank of New York

Museum & Visits Regional Economy Data & Statistics Careers Blog Press Center

About the New York Fed
- About the New York Fed
- What We Do
- Who We Are
  - Bank Leadership
  - Diversity and Inclusion
- Communities We Serve
- Governance
- More About Us
- At the New York Fed, our mission is to make the U.S. economy stronger and the financial system more stable for all segments of society. We do this by executing monetary policy, providing financial services, supervising banks and conducting research and providing expertise on issues that impact the nation and communities we serve.
  
  The New York Innovation Center bridges the worlds of finance, technology, and innovation and generates insights into high-value central bank-related opportunities.
  
  Do you have a request for information and records? Learn how to submit it.
  
  Learn about the history of the New York Fed and central banking in the United States through articles, speeches, photos and video.
Markets & Policy Implementation

Economic Research
- Economic Research
- U.S. Economy
  - Consumer Expectations & Behavior
  - Growth & Inflation
  - Labor Market
  - Financial Stability
  - Banking
- REGIONAL ECONOMY
- RESEARCHERS
  - PUBLICATIONS
  - RESEARCH CENTERS
  - CALENDAR

Financial Institution Supervision
- Financial Institution Supervision
- Supervision & Regulation
  - Circulars
  - Regulations
- Reporting Forms & Instructions
  - Reporting Forms
  - Correspondence
- Bank Applications
- Consumer Protection
  - Community Reinvestment Act Exams
  - Frauds and Scams
- As part of our core mission, we supervise and regulate financial institutions in the Second District. Our primary objective is to maintain a safe and competitive U.S. and global banking system.
  
  The Governance & Culture Reform hub is designed to foster discussion about corporate governance and the reform of culture and behavior in the financial services industry.
  
  Need to file a report with the New York Fed? Here are all of the forms, instructions and other information related to regulatory and statistical reporting in one spot.
  
  The New York Fed works to protect consumers as well as provides information and resources on how to avoid and report specific scams.
Financial Services & Infrastructure
- Financial Services & Infrastructure
- Financial Services & Operations
- Financial Market Infrastructure & Reform
- The Federal Reserve Bank of New York works to promote sound and well-functioning financial systems and markets through its provision of industry and payment services, advancement of infrastructure reform in key markets and training and educational support to international institutions.
  
  The New York Innovation Center bridges the worlds of finance, technology, and innovation and generates insights into high-value central bank-related opportunities.
  
  The growing role of nonbank financial institutions, or NBFIs, in U.S. financial markets is a transformational trend with implications for monetary policy and financial stability.
  
  The New York Fed offers the Central Banking Seminar and several specialized courses for central bankers and financial supervisors.
Community Development
& Education

Staff Reports

The Measurement and Behavior of Uncertainty: Evidence from the ECB Survey of Professional Forecasters

December 2012 Number 588

JEL classification: C10, C83, D84

Authors: Robert Rich, Joseph Song, and Joseph Tracy

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.

Available only in PDF pdf

49 pages / 333 kb

Tools

E-mail Alerts

By continuing to use our site, you agree to our Terms of Use and Privacy Statement. You can learn more about how we use cookies by reviewing our Privacy Statement.