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Discussion of “Principal Volatility Component Analysis” by Yu-Pin Hu and Ruey Tsay

  • McAleer, M.J.

__Abstract__ This note discusses some aspects of the paper by Hu and Tsay (2014), “Principal Volatility Component Analysis”. The key issues are considered, and are also related to existing conditional covariance and correlation models. Some caveats are given about multivariate models of time-varying conditional covariance and correlation models.

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File URL: http://repub.eur.nl/pub/50642/EI2014-06-1-.pdf
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Paper provided by Erasmus University Rotterdam, Erasmus School of Economics (ESE), Econometric Institute in its series Econometric Institute Research Papers with number EI 2014-06.

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Date of creation: 01 Feb 2014
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Handle: RePEc:ems:eureir:50642
Contact details of provider: Postal: Postbus 1738, 3000 DR Rotterdam
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Web page: http://www.eur.nl/ese

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  1. Michael McAleer & Les Oxley, 2010. "Ten Things We Should Know About Time Series," Working Papers in Economics 10/42, University of Canterbury, Department of Economics and Finance.
  2. Massimiliano Caporin & Michael McAleer, 2012. "Do We Really Need Both Bekk And Dcc? A Tale Of Two Multivariate Garch Models," Journal of Economic Surveys, Wiley Blackwell, vol. 26(4), pages 736-751, 09.
  3. Massimiliano Caporin & Michael McAleer, 2013. "Ten Things You Should Know About the Dynamic Conditional Correlation Representation," Working Papers in Economics 13/21, University of Canterbury, Department of Economics and Finance.
  4. Engle, Robert, 2002. "Dynamic Conditional Correlation: A Simple Class of Multivariate Generalized Autoregressive Conditional Heteroskedasticity Models," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(3), pages 339-50, July.
  5. Massimiliano Caporin & Michael McAleer, 2013. "Ten Things You Should Know About DCC," KIER Working Papers 854, Kyoto University, Institute of Economic Research.
  6. Massimiliano Caporin & Michael McAleer, 2008. "Scalar BEKK and indirect DCC," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 27(6), pages 537-549.
  7. Massimiliano Caporin & Michael McAleer, 2013. "Ten Things you should know about the Dynamic Conditional Correlation Representation," Tinbergen Institute Discussion Papers 13-078/III, Tinbergen Institute.
  8. Comte, F. & Lieberman, O., 2003. "Asymptotic theory for multivariate GARCH processes," Journal of Multivariate Analysis, Elsevier, vol. 84(1), pages 61-84, January.
  9. Yu-Pin Hu & Ruey S. Tsay, 2014. "Principal Volatility Component Analysis," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 32(2), pages 153-164, April.
  10. Engle, Robert F. & Kroner, Kenneth F., 1995. "Multivariate Simultaneous Generalized ARCH," Econometric Theory, Cambridge University Press, vol. 11(01), pages 122-150, February.
  11. Jeantheau, Thierry, 1998. "Strong Consistency Of Estimators For Multivariate Arch Models," Econometric Theory, Cambridge University Press, vol. 14(01), pages 70-86, February.
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