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

Michael McAleer

Working Papers in Economics from University of Canterbury, Department of Economics and Finance

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.

Keywords: Principal Component Analysis; Principal Volatility Component Analysis; Vector time-varying conditional heteroskedasticity; BEKK; DCC; asymptotic properties (search for similar items in EconPapers)
JEL-codes: C32 C55 C58 F37 (search for similar items in EconPapers)
Pages: 54 pages
Date: 2014-02-23
New Economics Papers: this item is included in nep-ecm, nep-ets and nep-ore
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https://repec.canterbury.ac.nz/cbt/econwp/1409.pdf (application/pdf)

Related works:
Working Paper: Discussion of “Principal Volatility Component Analysis” by Yu-Pin Hu and Ruey Tsay (2014)
Working Paper: Discussion of “Principal Volatility Component Analysis” by Yu-Pin Hu and Ruey Tsay (2014)
Working Paper: Discussion of “Principal Volatility Component Analysis” by Yu-Pin Hu and Ruey Tsay (2014)
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Persistent link: https://EconPapers.repec.org/RePEc:cbt:econwp:14/09

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