IDEAS home Printed from https://ideas.repec.org/a/taf/eurjfi/v3y1997i3p231-242.html
   My bibliography  Save this article

Consistent estimation to determine the embedding dimension in financial data; with an application to the dollar/deutschmark exchange rate

Author

Listed:
  • Dominique Guegan
  • Guillaume Leorat

Abstract

To detect chaos on observational data, we first need to know the embedding dimension. We propose a consistent approach to estimate this dimension using the theoretical work of Bosq and Guegan (1994) and we apply the results to real financial data.

Suggested Citation

  • Dominique Guegan & Guillaume Leorat, 1997. "Consistent estimation to determine the embedding dimension in financial data; with an application to the dollar/deutschmark exchange rate," The European Journal of Finance, Taylor & Francis Journals, vol. 3(3), pages 231-242.
    • Handle: RePEc:taf:eurjfi:v:3:y:1997:i:3:p:231-242
    DOI: 10.1080/135184797337453
    as

    Download full text from publisher

    File URL: http://www.tandfonline.com/doi/abs/10.1080/135184797337453
    Download Restriction: Access to full text is restricted to subscribers.
    File URL: https://libkey.io/10.1080/135184797337453?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Brock, W.A. & Dechert, W.D., 1988. "Theorems On Distinguishing Deterministic Form Random Systems," Working papers 366, Wisconsin Madison - Social Systems.
    2. Brock, W. A., 1985. "Distinguishing Random And Deterministic Systems," SSRI Workshop Series 292598, University of Wisconsin-Madison, Social Systems Research Institute.
    3. Bosq, D. & Guégan, D., 1995. "Nonparametric estimation of the chaotic function and the invariant measure of a dynamical system," Statistics & Probability Letters, Elsevier, vol. 25(3), pages 201-212, November.
    4. D. Bosq & Dominique Guegan, 1995. "Nonparametric estimation of the chaotic function and the invariant measure of a dynamical system," Post-Print halshs-00199345, HAL.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Matthieu Garcin & Dominique Guegan, 2015. "Optimal wavelet shrinkage of a noisy dynamical system with non-linear noise impact," Documents de travail du Centre d'Economie de la Sorbonne 15085, Université Panthéon-Sorbonne (Paris 1), Centre d'Economie de la Sorbonne.
    2. Matthieu Garcin & Dominique Guegan, 2015. "Optimal wavelet shrinkage of a noisy dynamical system with non-linear noise impact," Post-Print halshs-01244239, HAL.
    3. Youri Davydov & Ričardas Zitikis, 2007. "Deterministic Noises that can be Statistically Distinguished from the Random Ones," Statistical Inference for Stochastic Processes, Springer, vol. 10(2), pages 165-179, July.
    4. Christian Gourieroux & Joanna Jasiak, 1999. "Nonlinear Innovations and Impulse Response," Working Papers 99-44, Center for Research in Economics and Statistics.
    5. Matthieu Garcin & Dominique Guegan, 2015. "Optimal wavelet shrinkage of a noisy dynamical system with non-linear noise impact," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) halshs-01244239, HAL.
    6. Per Bjarte Solibakke, 2003. "Validity of discrete-time stochastic volatility models in non-synchronous equity markets," The European Journal of Finance, Taylor & Francis Journals, vol. 9(5), pages 420-448.
    7. Olmedo, Elena, 2011. "Is there chaos in the Spanish labour market?," Chaos, Solitons & Fractals, Elsevier, vol. 44(12), pages 1045-1053.
    8. Adrangi, Bahram & Chatrath, Arjun & Dhanda, Kanwalroop Kathy & Raffiee, Kambiz, 2001. "Chaos in oil prices? Evidence from futures markets," Energy Economics, Elsevier, vol. 23(4), pages 405-425, July.
    9. Domenico Mignacca & Mauro Gallegati, 1994. "Is US Real GNP Chaotic? On Using the BDS test to Decide Whether an ARMA Model forthe US GNP Genreates I.I.D. Residuals," International Finance 9410002, University Library of Munich, Germany, revised 09 Nov 1994.
    10. Chatrath, Arjun & Adrangi, Bahram & Dhanda, Kanwalroop Kathy, 2002. "Are commodity prices chaotic?," Agricultural Economics, Blackwell, vol. 27(2), pages 123-137, August.
    11. P. B. Solibakke, 2005. "Non-linear dependence and conditional heteroscedasticity in stock returns evidence from the norwegian thinly traded equity market," The European Journal of Finance, Taylor & Francis Journals, vol. 11(2), pages 111-136.
    12. Baek, Khung G. & Brock, William A., 1989. "A Nonparametric Test For Independence Of A Multivariate Time Series," ISU General Staff Papers 198912010800001205, Iowa State University, Department of Economics.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:taf:eurjfi:v:3:y:1997:i:3:p:231-242. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Chris Longhurst (email available below). General contact details of provider: http://www.tandfonline.com/REJF20 .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.