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How are VIX and Stock Index ETF Related?

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Chang, Chia-Lin and Hsieh, Tai-Lin and McAleer, Michael (2016) How are VIX and Stock Index ETF Related? [ Documentos de Trabajo del Instituto Complutense de Análisis Económico (ICAE); nº 02, 2016, ISSN: 2341-2356 ]

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Abstract

As stock market indexes are not tradeable, the importance and trading volume of Exchange Traded Funds (ETFs) cannot be understated. ETFs track and attempt to replicate the performance of a specific index. Numerous studies have demonstrated a strong relationship between the S&P500 Composite Index and the Volatility Index (VIX), but few empirical studies have focused on the relationship between VIX and ETF returns. The purpose of the paper is to investigate whether VIX returns affect ETF returns by using vector autoregressive (VAR) models to determine whether daily VIX returns with different moving average processes affect ETF returns. The ARCH-LM test shows conditional heteroskedasticity in the estimation of ETF returns, so that the diagonal BEKK model is used to accommodate multivariate conditional heteroskedasticity in the VAR estimates of ETF returns. Daily data on ETF returns that follow different stock indexes in the USA and Europe are used in the empirical analysis. The estimates show that daily VIX returns have: (1) significant negative effects on European ETF returns in the short run; (2) stronger significant effects on single market ETF returns than on European ETF returns; and (3) lower impacts on the European ETF returns than on S&P500 returns.


Item Type:Working Paper or Technical Report
Additional Information:

For financial support, the first author wishes to thank the National Science Council, Taiwan, and the third author is grateful to the National Science Council, Taiwan and the Australian Research Council.

Uncontrolled Keywords:Stock market indexes, Exchange Traded Funds, Volatility Index (VIX), Vector autoregressions, Moving average processes, Conditional heteroskedasticity, Diagonal BEKK.
Subjects:Social sciences > Economics > Money
Social sciences > Economics > Stock exchanges
JEL:C32, C58, G12, G15
Series Name:Documentos de Trabajo del Instituto Complutense de Análisis Económico (ICAE)
Volume:2016
Number:02
ID Code:35836
Deposited On:23 Feb 2016 09:42
Last Modified:01 Oct 2019 09:51

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