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Forecasting Cycles in the Transportation Sector

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  • Yao, Vincent W.
  • Sloboda, Brian W.

Abstract

This paper predicted fluctuations in the transportation sector using leading indicators. From 25 initial candidates, we selected seven leading indicators, using various screening techniques and modern time series models. A composite leading index was constructed and found to perform well in predicting transportation reference cycles. The leading index signals downturns in the transportation sector 10 months ahead and upturns six months ahead on average. The index predicted the latest recession in transportation with a lead of 20 months. The analysis also confi rms the predictive contents of the composite leading index (CLI) in relation to transportation growth cycles. These evaluation criteria ensure accurate forecasts of the general state of the transportation sector in a timely fashion.

Suggested Citation

  • Yao, Vincent W. & Sloboda, Brian W., 2005. "Forecasting Cycles in the Transportation Sector," Journal of the Transportation Research Forum, Transportation Research Forum, vol. 44(2).
  • Handle: RePEc:ags:ndjtrf:206759
    DOI: 10.22004/ag.econ.206759
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    1. Roy Batchelor, 2001. "Confidence indexes and the probability of recession: a Markov switching model," Indian Economic Review, Department of Economics, Delhi School of Economics, vol. 36(1), pages 107-124, January.
    2. Geoffrey H. Moore, 1961. "Introduction to "Business Cycle Indicators, Volume 1"," NBER Chapters, in: Business Cycle Indicators, Volume 1, pages -13--1, National Bureau of Economic Research, Inc.
    3. Kajal Lahiri & Herman O. Stekler & Wenxiong Yao & Peg Young, 2003. "Monthly Output Index for the U.S. Transportation Sector," Discussion Papers 03-12, University at Albany, SUNY, Department of Economics.
    4. Granger, C W J, 1969. "Investigating Causal Relations by Econometric Models and Cross-Spectral Methods," Econometrica, Econometric Society, vol. 37(3), pages 424-438, July.
    5. Arthur F. Burns & Wesley C. Mitchell, 1946. "Measuring Business Cycles," NBER Books, National Bureau of Economic Research, Inc, number burn46-1, March.
    6. Geoffrey H. Moore, 1961. "Appendices to "Business Cycle Indicators, Volume 1"," NBER Chapters, in: Business Cycle Indicators, Volume 1, pages 669-767, National Bureau of Economic Research, Inc.
    7. Victor Zarnowitz, 1992. "Business Cycles: Theory, History, Indicators, and Forecasting," NBER Books, National Bureau of Economic Research, Inc, number zarn92-1, March.
    8. Geoffrey H. Moore, 1961. "Business Cycle Indicators, Volume 2, Basic Data on Cyclical Indicators," NBER Books, National Bureau of Economic Research, Inc, number moor61-2, March.
    9. Gerhard Bry & Charlotte Boschan, 1971. "Cyclical Analysis of Time Series: Selected Procedures and Computer Programs," NBER Books, National Bureau of Economic Research, Inc, number bry_71-1, March.
    10. Geoffrey H. Moore, 1961. "Introductory pages to "Business Cycle Indicators, Volume 1"," NBER Chapters, in: Business Cycle Indicators, Volume 1, pages -35--15, National Bureau of Economic Research, Inc.
    11. Harding, Don & Pagan, Adrian, 2002. "Dissecting the cycle: a methodological investigation," Journal of Monetary Economics, Elsevier, vol. 49(2), pages 365-381, March.
    12. Gerhard Bry & Charlotte Boschan, 1971. "Foreword to "Cyclical Analysis of Time Series: Selected Procedures and Computer Programs"," NBER Chapters, in: Cyclical Analysis of Time Series: Selected Procedures and Computer Programs, pages -1, National Bureau of Economic Research, Inc.
    13. Geoffrey H. Moore, 1961. "Business Cycle Indicators, Volume 1," NBER Books, National Bureau of Economic Research, Inc, number moor61-1, March.
    14. Alan S. Blinder & Louis J. Maccini, 1991. "Taking Stock: A Critical Assessment of Recent Research on Inventories," Journal of Economic Perspectives, American Economic Association, vol. 5(1), pages 73-96, Winter.
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