The Relationship Between Financial Variables and Real Economic Activity: Evidence From Spectral and Wavelet Analyses
Many empirical studies find that financial variables possess a predictive power over real economic activity. To examine this relationship, we adopt two time-series techniques: spectral analysis and a newly developed method, wavelet analysis. The major innovation of this paper is to apply wavelet analysis to the investigation of the relationship between various financial variables and real economic activity. Spectral analysis reports that US industrial production and financial variables have a common component in the long run and a varying lead-lag relationship, depending on the cycles. It implies that the relationship between US industrial production and the financial variables is not constant over time. This result is consistently confirmed by wavelet analysis. The lead-lag relationship, in the sense of Granger causality, varies over time, depending on the wavelet time scale.
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Volume (Year): 7 (2003)
Issue (Month): 4 (December)
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- Kwark, Noh-Sun, 2002. "Default risks, interest rate spreads, and business cycles: Explaining the interest rate spread as a leading indicator," Journal of Economic Dynamics and Control, Elsevier, vol. 26(2), pages 271-302, February.
- Chan, Su Han & Martin, John D. & Kensinger, John W., 1990. "Corporate research and development expenditures and share value," Journal of Financial Economics, Elsevier, vol. 26(2), pages 255-276, August.
- Knif, Johan & Pynnonen, Seppo & Luoma, Martti, 1995. "An analysis of lead-lag structures using a frequency domain approach: Empirical evidence from the Finnish and Swedish stock markets," European Journal of Operational Research, Elsevier, vol. 81(2), pages 259-270, March.
- Ramsey, James B. & Lampart, Camille, 1998. "Decomposition Of Economic Relationships By Timescale Using Wavelets," Macroeconomic Dynamics, Cambridge University Press, vol. 2(01), pages 49-71, March.
- Burnside, Craig & Eichenbaum, Martin, 1996.
"Factor-Hoarding and the Propagation of Business-Cycle Shocks,"
American Economic Review,
American Economic Association, vol. 86(5), pages 1154-1174, December.
- Craig Burnside & Martin Eichenbaum, 1994. "Factor Hoarding and the Propagation of Business Cycles Shocks," NBER Working Papers 4675, National Bureau of Economic Research, Inc.
- Kenneth L. Smith, 1999. "Major World Equity Market Interdependence a Decade After the 1987 Crash: Evidence From Cross Spectral Analysis," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 26(3-4), pages 365-392.
- Pan, Zuohong & Wang, Xiaodi, 1998. "A Stochastic Nonlinear Regression Estimator Using Wavelets," Computational Economics, Springer;Society for Computational Economics, vol. 11(1-2), pages 89-102, April.
- Davidson, Russell & Labys, Walter C & Lesourd, Jean-Baptiste, 1998. "Wavelet Analysis of Commodity Price Behavior," Computational Economics, Springer;Society for Computational Economics, vol. 11(1-2), pages 103-128, April.
- Davidson, R. & Labys, W.C. & Lesourd, J.B., 1996. "Wavelet Analysis of Commodity Price Behavior," G.R.E.Q.A.M. 96b11, Universite Aix-Marseille III.
- Ioannis Asimakopoulos & John Goddard & Costas Siriopoulos, 2000. "Interdependence between the US and major European equity markets: evidence from spectral analysis," Applied Financial Economics, Taylor & Francis Journals, vol. 10(1), pages 41-47.
- Owen A. Lamont, 2000. "Investment Plans and Stock Returns," Journal of Finance, American Finance Association, vol. 55(6), pages 2719-2745, December.
- Owen Lamont, "undated". "Investment Plans and Stock Returns."," CRSP working papers 488, Center for Research in Security Prices, Graduate School of Business, University of Chicago.
- Owen Lamont, 1999. "Investment Plans and Stock Returns," NBER Working Papers 6973, National Bureau of Economic Research, Inc.
- Fischer, K P & Palasvirta, A P, 1990. "High Road to a Global Marketplace: The International Transmission of Stock Market Fluctuations," The Financial Review, Eastern Finance Association, vol. 25(3), pages 371-394, August.
- James H. Stock & Mark W. Watson, 1989. "New Indexes of Coincident and Leading Economic Indicators," NBER Chapters,in: NBER Macroeconomics Annual 1989, Volume 4, pages 351-409 National Bureau of Economic Research, Inc.
- Stock, J.H. & Watson, M.W., 1989. "New Indexes Of Coincident And Leading Economic Indicators," Papers 178d, Harvard - J.F. Kennedy School of Government.
- Smith, Kenneth L., 2001. "Pre- and post-1987 crash frequency domain analysis among Pacific Rim equity markets," Journal of Multinational Financial Management, Elsevier, vol. 11(1), pages 69-87, February.
- Jay Choi, Jongmoo & Hauser, Shmuel & Kopecky, Kenneth J., 1999. "Does the stock market predict real activity? Time series evidence from the G-7 countries," Journal of Banking & Finance, Elsevier, vol. 23(12), pages 1771-1792, December.
- Kwiatkowski, Denis & Phillips, Peter C. B. & Schmidt, Peter & Shin, Yongcheol, 1992. "Testing the null hypothesis of stationarity against the alternative of a unit root : How sure are we that economic time series have a unit root?," Journal of Econometrics, Elsevier, vol. 54(1-3), pages 159-178.
- Kwiatkowski, D. & Phillips, P.C.B. & Schmidt, P., 1990. "Testing the Null Hypothesis of Stationarity Against the Alternative of Unit Root : How Sure are we that Economic Time Series have a Unit Root?," Papers 8905, Michigan State - Econometrics and Economic Theory.
- Denis Kwiatkowski & Peter C.B. Phillips & Peter Schmidt, 1991. "Testing the Null Hypothesis of Stationarity Against the Alternative of a Unit Root: How Sure Are We That Economic Time Series Have a Unit Root?," Cowles Foundation Discussion Papers 979, Cowles Foundation for Research in Economics, Yale University.
- Friedman, Benjamin M & Kuttner, Kenneth N, 1992. "Money, Income, Prices, and Interest Rates," American Economic Review, American Economic Association, vol. 82(3), pages 472-492, June.
- Sarlan, Haldun, 2001. "Cyclical aspects of business cycle turning points," International Journal of Forecasting, Elsevier, vol. 17(3), pages 369-382.
- Fama, Eugene F, 1990. " Stock Returns, Expected Returns, and Real Activity," Journal of Finance, American Finance Association, vol. 45(4), pages 1089-1108, September.
- Gençay, Ramazan & Selçuk, Faruk & Whitcher, Brandon, 2001. "Scaling properties of foreign exchange volatility," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 289(1), pages 249-266.
- Ramazan Genay & Faruk Seļuk & Brandon Whitcher, 2003. "Systematic risk and timescales," Quantitative Finance, Taylor & Francis Journals, vol. 3(2), pages 108-116. Full references (including those not matched with items on IDEAS)
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