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Wavelets in Economics and Finance: Past and Future

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Author Info
James Ramsey (New York University)
Abstract

In this paper I review what insights we have gained about economic and financial relationships from the use of wavelets and speculate on what further insights we may gain in the future. Wavelets are treated as a 'lens' that enables the researcher to explore relationships that previously were unobservable.

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Publisher Info
Article provided by Berkeley Electronic Press in its journal Studies in Nonlinear Dynamics & Econometrics.

Volume (Year): 6 (2002)
Issue (Month): 3 ()
Pages: 1090-1090
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Handle: RePEc:bep:sndecm:6:2002:3:1090-1090

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Related research
Keywords: Wavelets time scale forecasts oscillating frequencies denoising consumption function income velocity time varying delays

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References listed on IDEAS
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.:
  1. James Ramsey, 1996. "If Nonlinear Models Cannot Forecast, What Use Are They?," Studies in Nonlinear Dynamics & Econometrics, Berkeley Electronic Press, vol. 1(2), pages 65-86. [Downloadable!] (restricted)
  2. James Ramsey & Camille Lampart, 1998. "The Decomposition of Economic Relationships by Time Scale Using Wavelets: Expenditure and Income," Studies in Nonlinear Dynamics & Econometrics, Berkeley Electronic Press, vol. 3(1), pages 23-42. [Downloadable!] (restricted)
  3. Jensen, Mark J. & Liu, Ming, 2006. "Do long swings in the business cycle lead to strong persistence in output?," Journal of Monetary Economics, Elsevier, vol. 53(3), pages 597-611, April. [Downloadable!] (restricted)
  4. Anderson, Heather M. & Ramsey, James B., 2002. "U.S. and Canadian industrial production indices as coupled oscillators," Journal of Economic Dynamics and Control, Elsevier, vol. 26(1), pages 33-67, January. [Downloadable!] (restricted)
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  5. Ramsey, James B, 1999. "Regression over Timescale Decompositions: A Sampling Analysis of Distributional Properties," Economic Systems Research, Taylor and Francis Journals, vol. 11(2), pages 163-83, June.
  6. Mark Jensen, 1999. "An Approximate Wavelet MLE of Short- and Long-Memory Parameters," Studies in Nonlinear Dynamics & Econometrics, Berkeley Electronic Press, vol. 3(4), pages 239-253. [Downloadable!] (restricted)
  7. Mark J. Jensen, 1998. "An Approximate Wavelet MLE of Short and Long Memory Parameters," Econometrics 9802003, EconWPA, revised 21 Jun 1999. [Downloadable!]
  8. Mark J. Jensen, 1999. "An Approximate Wavelet MLE of Short- and Long-Memory Parameters," Computing in Economics and Finance 1999 1243, Society for Computational Economics. [Downloadable!]
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Cited by:
(explanations, 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.)

  1. Luca De Benedictis & Marco Gallegati, 2005. "Trade balance and terms of trade in U.S.: a time-scale decomposition analysis," International Trade 0512016, EconWPA. [Downloadable!]
  2. Andersson, Fredrik N G & Elger, Thomas, 2007. "Freight Transportation Activity, Business Cycles and Trend Growth," Working Papers 2007:15, Lund University, Department of Economics. [Downloadable!]
  3. Viviana Fernández, 2005. "The International CAPM and a wavelet-based decomposition of Value at Risk," Documentos de Trabajo 203, Centro de Economía Aplicada, Universidad de Chile. [Downloadable!]
    Other versions:
  4. Marco Gallegati, 2005. "Stock market returns and economic activity: evidence from wavelet analysis," Macroeconomics 0512016, EconWPA. [Downloadable!]
  5. Crowley, Patrick, 2005. "An intuitive guide to wavelets for economists," Research Discussion Papers 1/2005, Bank of Finland. [Downloadable!]
    Other versions:
  6. Marco Gallegati & Mauro Gallegati, 2005. "Wavelet variance and correlation analyses of output in G7 countries," Macroeconomics 0512017, EconWPA. [Downloadable!]
  7. Marco Gallegati, 2005. "A Wavelet Analysis of MENA Stock Markets," Finance 0512027, EconWPA. [Downloadable!]
  8. Viviana Fernández, 2007. "The behavior of stock returns in the Asia-Pacific mining industry following the Iraq war," Documentos de Trabajo 243, Centro de Economía Aplicada, Universidad de Chile. [Downloadable!]
  9. Viviana Fernandez, 2005. "Stock Markets Turmoil: Worldwide Effects of Middle East Conflicts," Documentos de Trabajo 215, Centro de Economía Aplicada, Universidad de Chile. [Downloadable!]
    Other versions:
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