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Markov switching in disaggregate unemployment rates

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Author Info
Marcelle Chauvet
Chinhui Juhn
Simon Potter

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Abstract

We develop a dynamic factor model with Markov switching to examine secular and business cycle fluctuations in U.S. unemployment rates. We extract the common dynamics among unemployment rates disaggregated for seven age groups. The framework allows analysis of the contribution of demographic factors to secular changes in unemployment rates. In addition, it allows examination of the separate contribution of changes due to asymmetric business cycle fluctuations. We find strong evidence in favor of the common factor and of the switching between high and low unemployment rate regimes. We also find that demographic adjustments can account for a great deal of the secular change in the unemployment rate, particularly the abrupt increase in the 1970s and 1980s and the subsequent decrease.

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Paper provided by Federal Reserve Bank of New York in its series Staff Reports with number 132.

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Date of creation: 2001
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Handle: RePEc:fip:fednsr:132

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Keywords: Unemployment Business cycles Econometric models

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  1. Boldin, Michael D, 1994. "Dating Turning Points in the Business Cycle," Journal of Business, University of Chicago Press, vol. 67(1), pages 97-131, January. [Downloadable!] (restricted)
  2. Chinhui Juhn & Kevin M. Murphy & Robert H. Topel, 1992. "Why Has the Natural Rate of Unemployment Increased over Time?," NBER Reprints 1694, National Bureau of Economic Research, Inc.
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  3. Chib, Siddhartha, 2001. "Markov chain Monte Carlo methods: computation and inference," Handbook of Econometrics, in: J.J. Heckman & E.E. Leamer (ed.), Handbook of Econometrics, edition 1, volume 5, chapter 57, pages 3569-3649 Elsevier. [Downloadable!] (restricted)
  4. Anders Vredin & Anders Warne, 2000. "Unemployment and Inflation Regimes," Econometric Society World Congress 2000 Contributed Papers 0984, Econometric Society. [Downloadable!]
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  5. Diebold, Francis X & Rudebusch, Glenn D, 1996. "Measuring Business Cycles: A Modern Perspective," The Review of Economics and Statistics, MIT Press, vol. 78(1), pages 67-77, February. [Downloadable!] (restricted)
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  6. Hamilton, James D, 1989. "A New Approach to the Economic Analysis of Nonstationary Time Series and the Business Cycle," Econometrica, Econometric Society, vol. 57(2), pages 357-84, March. [Downloadable!] (restricted)
  7. Kim, Chang-Jin, 1994. "Dynamic linear models with Markov-switching," Journal of Econometrics, Elsevier, vol. 60(1-2), pages 1-22. [Downloadable!] (restricted)
  8. Chauvet, Marcelle, 1998. "An Econometric Characterization of Business Cycle Dynamics with Factor Structure and Regime Switching," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 39(4), pages 969-96, November.
  9. Abbring, J.H. & Berg, G.J. van den & Ours, J.C. van, 1999. "Business cycles and compositional variation in U.S. unemployment," Discussion Paper 65, Tilburg University, Center for Economic Research. [Downloadable!]
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  10. Skalin, Joakim & Teräsvirta, Timo, 1998. "Modelling asymmetries and moving equilibria in unemployment rates," Working Paper Series in Economics and Finance 262, Stockholm School of Economics, revised 05 Oct 1998.
  11. Robert J. Gordon, 1982. "Inflation, Flexible Exchange Rates, and the Natural Rate of Unemployment," NBER Working Papers 0708, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
  12. Rothman, Philip, 1988. "Further Evidence On The Asymmetric Behavior Of Unemployment Rates Over The Business Cycle," Working Papers 88-23, C.V. Starr Center for Applied Economics, New York University. [Downloadable!]
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  13. Koop, Gary & Potter, Simon M., 1998. "Bayes factors and nonlinearity: Evidence from economic time series1," Journal of Econometrics, Elsevier, vol. 88(2), pages 251-281, November. [Downloadable!] (restricted)
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  1. David Frankel & Krzysztof Burdzy, 2005. "Shocks and Business Cycles," Advances in Theoretical Economics, Berkeley Electronic Press, vol. 5(1), pages 1140-1140. [Downloadable!] (restricted)
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