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The U.S. business cycle, 1867-1995: Dynamic factor analysis vs. reconstructed national accounts

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  • Ritschl, Albrecht
  • Sarferaz, Samad
  • Uebele, Martin

Abstract

This paper presents insights on U.S. business cycle volatility since 1867 de- rived from diffusion indices. We employ a Bayesian dynamic factor model to obtain aggregate and sectoral economic activity indices. We find a remarkable increase in volatility across World War I, which is reversed after World War II. While we can generate evidence of postwar moderation relative to pre-1914, this evidence is not robust to structural change, implemented by time-varying factor loadings. We do find evidence of moderation in the nominal series, however, and reproduce the standard result of moderation since the 1980s. Our estimates broadly confirm the NBER historical business cycle chronology as well the National Income and Product Accounts, except for World War II where they support alternative estimates of Kuznets (1952).

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  • Ritschl, Albrecht & Sarferaz, Samad & Uebele, Martin, 2008. "The U.S. business cycle, 1867-1995: Dynamic factor analysis vs. reconstructed national accounts," SFB 649 Discussion Papers 2008-066, Humboldt University Berlin, Collaborative Research Center 649: Economic Risk.
    • Handle: RePEc:zbw:sfb649:sfb649dp2008-066
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    1. J. Bradford DeLong & Lawrence H. Summers, 1986. "The Changing Cyclical Variability of Economic Activity in the United States," NBER Chapters, in: The American Business Cycle: Continuity and Change, pages 679-734, National Bureau of Economic Research, Inc.
    2. Joseph H. Davis & Christopher Hanes & Paul W. Rhode, 2009. "Harvests and Business Cycles in Nineteenth-Century America," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(4), pages 1675-1727.
    3. William D. Nordhaus & James Tobin, 1973. "Is Growth Obsolete?," NBER Chapters, in: The Measurement of Economic and Social Performance, pages 509-564, National Bureau of Economic Research, Inc.
    4. Nathan Balke & Robert J. Gordon, 1986. "Appendix B: Historical Data," NBER Chapters, in: The American Business Cycle: Continuity and Change, pages 781-850, National Bureau of Economic Research, Inc.
    5. Domenico Giannone & Michele Lenza & Lucrezia Reichlin, 2008. "Explaining The Great Moderation: It Is Not The Shocks," Journal of the European Economic Association, MIT Press, vol. 6(2-3), pages 621-633, 04-05.
    6. Uhlig, H.F.H.V.S. & Ravn, M., 1997. "On Adjusting the H-P Filter for the Frequency of Observations," Discussion Paper 1997-50, Tilburg University, Center for Economic Research.
    7. Luca Gambetti & Jordi Galí, 2009. "On the Sources of the Great Moderation," American Economic Journal: Macroeconomics, American Economic Association, vol. 1(1), pages 26-57, January.
    8. Timothy Cogley & Thomas J. Sargent, 2005. "Drift and Volatilities: Monetary Policies and Outcomes in the Post WWII U.S," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 8(2), pages 262-302, April.
    9. Lawrence J. Christiano & Terry J. Fitzgerald, 2003. "The Band Pass Filter," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 44(2), pages 435-465, May.
    10. Sylvia Frühwirth‐Schnatter, 1994. "Data Augmentation And Dynamic Linear Models," Journal of Time Series Analysis, Wiley Blackwell, vol. 15(2), pages 183-202, March.
    11. Simon Kuznets & Lillian Epstein & Elizabeth Jenks, 1946. "National Income and Its Composition, 1919-1938, Volume II," NBER Books, National Bureau of Economic Research, Inc, number kuzn41-3.
    12. Otrok, Christopher & Whiteman, Charles H, 1998. "Bayesian Leading Indicators: Measuring and Predicting Economic Conditions in Iowa," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 39(4), pages 997-1014, November.
    13. Marianne Baxter & Robert G. King, 1999. "Measuring Business Cycles: Approximate Band-Pass Filters For Economic Time Series," The Review of Economics and Statistics, MIT Press, vol. 81(4), pages 575-593, November.
    14. Giorgio E. Primiceri, 2005. "Time Varying Structural Vector Autoregressions and Monetary Policy," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 72(3), pages 821-852.
    15. Simon Kuznets, 1941. "National Income, 1919-1938," NBER Books, National Bureau of Economic Research, Inc, number kuzn41-2.
    16. Nir Jaimovich & Henry E. Siu, 2009. "The Young, the Old, and the Restless: Demographics and Business Cycle Volatility," American Economic Review, American Economic Association, vol. 99(3), pages 804-826, June.
    17. Robert J. Gordon, 1986. "The American Business Cycle: Continuity and Change," NBER Books, National Bureau of Economic Research, Inc, number gord86-1.
    18. John W. Kendrick, 1961. "Productivity Trends in the United States," NBER Books, National Bureau of Economic Research, Inc, number kend61-1.
    19. Margaret M. McConnell & Gabriel Perez-Quiros, 2000. "Output fluctuations in the United States: what has changed since the early 1980s?," Proceedings, Federal Reserve Bank of San Francisco, issue Mar.
    20. Chang-Jin Kim & Charles R. Nelson, 1999. "Has The U.S. Economy Become More Stable? A Bayesian Approach Based On A Markov-Switching Model Of The Business Cycle," The Review of Economics and Statistics, MIT Press, vol. 81(4), pages 608-616, November.
    21. repec:bla:revinw:v:21:y:1975:i:2:p:153-81 is not listed on IDEAS
    22. Carol S. Carson, 1975. "The History Of The United States National Income And Product Accounts: The Development Of An Analytical Tool," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 21(2), pages 153-181, June.
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    4. Matthias Morys & Martin Ivanov, 2015. "The emergence of a European region: business cycles in South-East Europe from political independence to World War II," European Review of Economic History, European Historical Economics Society, vol. 19(4), pages 382-411.

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    More about this item

    Keywords

    U.S. business cycle; volatility; dynamic factor analysis;
    All these keywords.

    JEL classification:

    • N11 - Economic History - - Macroeconomics and Monetary Economics; Industrial Structure; Growth; Fluctuations - - - U.S.; Canada: Pre-1913
    • N12 - Economic History - - Macroeconomics and Monetary Economics; Industrial Structure; Growth; Fluctuations - - - U.S.; Canada: 1913-
    • C43 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - Index Numbers and Aggregation
    • E32 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Business Fluctuations; Cycles

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