Advanced Search
MyIDEAS: Login to save this article or follow this journal

A test for multivariate ARCH effects

Contents:

Author Info

  • R. Scott Hacker
  • Abdulnasser Hatemi-J

Abstract

This paper extends Engle's LM test for ARCH affects to multivariate cases. The size and power properties of this multivariate test for ARCH effects in VAR models are investigated based on asymptotic and bootstrap distributions. Using the asymptotic distribution, deviations of actual size from nominal size do not appear to be very excessive. Nevertheless, there is a tendency for the actual size to overreject the null hypothesis when the nominal size is 1% and underreject the null when the nominal size is 5% or 10%. It is found that using a bootstrap distribution for the multivariate LM test is generally superior in achieving the appropriate size to using the asymptotic distribution when (1) the nominal size is 5%; (2) the sample size is small (40 observations) and/or the VAR system is stable. With a small sample, the power of the test using the bootstrap distribution also appears better at the 5% nominal size.

Download Info

If you experience problems downloading a file, check if you have the proper application to view it first. In case of further problems read the IDEAS help page. Note that these files are not on the IDEAS site. Please be patient as the files may be large.
File URL: http://www.informaworld.com/openurl?genre=article&doi=10.1080/13504850500092129&magic=repec&7C&7C8674ECAB8BB840C6AD35DC6213A474B5
Download Restriction: Access to full text is restricted to subscribers.

As the access to this document is restricted, you may want to look for a different version under "Related research" (further below) or search for a different version of it.

Bibliographic Info

Article provided by Taylor & Francis Journals in its journal Applied Economics Letters.

Volume (Year): 12 (2005)
Issue (Month): 7 ()
Pages: 411-417

as in new window
Handle: RePEc:taf:apeclt:v:12:y:2005:i:7:p:411-417

Contact details of provider:
Web page: http://www.tandfonline.com/RAEL20

Order Information:
Web: http://www.tandfonline.com/pricing/journal/RAEL20

Related research

Keywords:

References

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.:
as in new window
  1. Hatemi-J, Abdulnasser, 2004. "Multivariate tests for autocorrelation in the stable and unstable VAR models," Economic Modelling, Elsevier, vol. 21(4), pages 661-683, July.
  2. A. Hatemi-J, 2003. "A new method to choose optimal lag order in stable and unstable VAR models," Applied Economics Letters, Taylor & Francis Journals, vol. 10(3), pages 135-137.
  3. Sims, Christopher A, 1980. "Macroeconomics and Reality," Econometrica, Econometric Society, vol. 48(1), pages 1-48, January.
Full references (including those not matched with items on IDEAS)

Citations

Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
as in new window

Cited by:
  1. Degiannakis, Stavros & Filis, George & Floros, Christos, 2013. "Oil and stock returns: Evidence from European industrial sector indices in a time-varying environment," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 26(C), pages 175-191.
  2. Chang, Tsangyao & Cheng, Shu-Ching & Pan, Guochen & Wu, Tsung-pao, 2013. "Does globalization affect the insurance markets? Bootstrap panel Granger causality test," Economic Modelling, Elsevier, vol. 33(C), pages 254-260.
  3. Abdulnasser Hatemi-J & Eduardo Roca, 2005. "Exchange rates and stock prices interaction during good and bad times: evidence from the ASEAN4 countries," Applied Financial Economics, Taylor & Francis Journals, vol. 15(8), pages 539-546.
  4. Hacker, R. Scott & Hatemi-J, Abdulnasser, 2010. "A Bootstrap Test for Causality with Endogenous Lag Length Choice - theory and application in finance," Working Paper Series in Economics and Institutions of Innovation 223, Royal Institute of Technology, CESIS - Centre of Excellence for Science and Innovation Studies.
  5. Giorgio Canarella & Stephen M. Miller & Stephen K. Pollard, 2012. "Purchasing Power Parity between the UK and the Euro Area," Working papers 2012-46, University of Connecticut, Department of Economics.
  6. Chen, Sen-Sung & Cheng, Shu-Ching & Pan, Guochen & Wu, Tsung-Pao, 2013. "The relationship between globalization and insurance activities: A panel data analysis," Japan and the World Economy, Elsevier, vol. 28(C), pages 151-157.
  7. R. Scott Hacker & Abdulnasser Hatemi-J, 2006. "Tests for causality between integrated variables using asymptotic and bootstrap distributions: theory and application," Applied Economics, Taylor & Francis Journals, vol. 38(13), pages 1489-1500.
  8. Lokman Gunduz & Abdulnasser Hatemi-J, 2005. "Is the tourism-led growth hypothesis valid for Turkey?," Applied Economics Letters, Taylor & Francis Journals, vol. 12(8), pages 499-504.
  9. Hatemi-J, Abdulnasser & Roca, Eduardo, 2006. "A re-examination of international portfolio diversification based on evidence from leveraged bootstrap methods," Economic Modelling, Elsevier, vol. 23(6), pages 993-1007, December.

Lists

This item is featured on the following reading lists or Wikipedia pages:
  1. واریانس ناهمسانی شرطی اتورگرسیو in Wikipedia Persian ne '')
  2. ARCH in Wikipedia Vietnamese ne '')
  3. بحث کاربر:Armin.ashoury in Wikipedia Persian ne '')

Statistics

Access and download statistics

Corrections

When requesting a correction, please mention this item's handle: RePEc:taf:apeclt:v:12:y:2005:i:7:p:411-417. See general information about how to correct material in RePEc.

For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Michael McNulty).

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 references are entirely missing, you can add them using this form.

If the full references list an item that is present in RePEc, but the system did not link 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 profile, as there may be some citations waiting for confirmation.

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