Forecasting recessions using stall speeds
AbstractThis paper presents evidence that the economic stall speed concept has some empirical content, and can be moderately useful in forecasting recessions. Specifically, output tends to transition to a slow-growth phase at the end of expansions before falling into a recession, and the paper designs Markov-switching models that behave in that way. While the switching models using output growth alone produce a considerable number of false positive recession signals, adding the slope of the yield curve, the percent change in housing starts, and the change in the unemployment rate to the model reduces false positives and improves recession forecasting. The switching model is particularly good at forecasting at long horizons, outperforming Blue Chip consensus forecasts.
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Bibliographic InfoPaper provided by Board of Governors of the Federal Reserve System (U.S.) in its series Finance and Economics Discussion Series with number 2011-24.
Date of creation: 2011
Date of revision:
This paper has been announced in the following NEP Reports:
- NEP-ALL-2011-05-30 (All new papers)
- NEP-CBA-2011-05-30 (Central Banking)
- NEP-FOR-2011-05-30 (Forecasting)
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
- Arturo Estrella & Frederic S. Mishkin, 1996.
"Predicting U.S. recessions: financial variables as leading indicators,"
9609, Federal Reserve Bank of New York.
- Arturo Estrella & Frederic S. Mishkin, 1998. "Predicting U.S. Recessions: Financial Variables As Leading Indicators," The Review of Economics and Statistics, MIT Press, vol. 80(1), pages 45-61, February.
- Arturo Estrella & Frederic S. Mishkin, 1999. "Predicting U.S. Recessions: Financial Variables as Leading Indicators," NBER Working Papers 5379, National Bureau of Economic Research, Inc.
- Hamilton, James D., 1990. "Analysis of time series subject to changes in regime," Journal of Econometrics, Elsevier, vol. 45(1-2), pages 39-70.
- Thomas B. King & Andrew T. Levin & Roberto Perli, 2007. "Financial market perceptions of recession risk," Finance and Economics Discussion Series 2007-57, Board of Governors of the Federal Reserve System (U.S.).
- Kim, C-J., 1991.
"Dynamic Linear Models with Markov-Switching,"
91-8, York (Canada) - Department of Economics.
- Marcelle Chauvet & Simon Potter, 2001.
"Forecasting recessions using the yield curve,"
134, Federal Reserve Bank of New York.
- Dennis J. Fixler & Jeremy J. Nalewaik, 2007.
"News, noise, and estimates of the "true" unobserved state of the economy,"
Finance and Economics Discussion Series
2007-34, Board of Governors of the Federal Reserve System (U.S.).
- Dennis J. Fixler & Jeremy Nalewaik, 2010. "News, Noise, and Estimates of the "True" Unobserved State of the Economy," BEA Working Papers 0068, Bureau of Economic Analysis.
- Daniel E. Sichel, 1992.
"Inventories and the three phases of the business cycle,"
Working Paper Series / Economic Activity Section
128, Board of Governors of the Federal Reserve System (U.S.).
- Sichel, Daniel E, 1994. "Inventories and the Three Phases of the Business Cycle," Journal of Business & Economic Statistics, American Statistical Association, vol. 12(3), pages 269-77, July.
- Kim, C-J & Nelson, C-R, 1997.
"Friedman's Plucking Model of Business Fluctuations : Tests and Estimates of Permanent and Transitory Components,"
97-06, University of Washington, Department of Economics.
- Kim, Chang-Jin & Nelson, Charles R, 1999. "Friedman's Plucking Model of Business Fluctuations: Tests and Estimates of Permanent and Transitory Components," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 31(3), pages 317-34, August.
- Kim, C-J & Nelson, C-R, 1997. "Friedman's Plucking Model of Business Fluctuations : Tests and Estimates of Permanent and Transitory Components," Discussion Papers in Economics at the University of Washington 97-06, Department of Economics at the University of Washington.
- James D. Hamilton, 2010.
"Calling Recessions in Real Time,"
NBER Working Papers
16162, National Bureau of Economic Research, Inc.
- Heikki Kauppi & Pentti Saikkonen, 2008. "Predicting U.S. Recessions with Dynamic Binary Response Models," The Review of Economics and Statistics, MIT Press, vol. 90(4), pages 777-791, November.
- Marcelle Chauvet & James D. Hamilton, 2005. "Dating Business Cycle Turning Points," NBER Working Papers 11422, National Bureau of Economic Research, Inc.
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