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The role of oil futures intraday information on predicting US stock market volatility
Institution:School of Economics&Management,Southwest Jiaotong University,Chengdu,China;Department of Mechanical and Industrial Engineering,Ryerson University,Toronto,Canada
Abstract:This study investigates the role of oil futures price information on forecasting the US stock market volatility using the HAR framework. In-sample results indicate that oil futures intraday information is helpful to increase the predictability. Moreover, compared to the benchmark model, the proposed models improve their predictive ability with the help of oil futures realized volatility. In particular, the multivariate HAR model outperforms the univariate model. Accordingly, considering the contemporaneous connection is useful to predict the US stock market volatility. Furthermore, these findings are consistent across a variety of robust checks.
Keywords:Volatility forecasting  The US stock Market  Oil market volatility  Realized volatility  DCC model
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