China Economic Review · 2014 · 154 citations · 26 references
BusinessBusiness EconomicsEconomicsEconometricsFinancial EconomicsTime Series AnalysisAsset Return ModelingOil EconomicsStochastic VolatilityUncertainty AnalysisVolatility AnalysisVolatility ModelingGeneralized Autoregressive Conditional Heteroskedasticity ModelsOil Price ShocksOil Price VolatilityPrice Volatility AnalysisTime Series Volatility ModelingTime-varying Volatility DynamicsTime-varying Volatility ModelsVolatility Modelling
This paper investigates the time-varying impact of oil price uncertainty on stock prices in China using weekly data on ten sectoral indices over the period January 1997–February 2014. The estimation of a bivariate VAR-GARCH-in-mean model suggests that oil price volatility affects stock returns positively during periods characterised by demand-side shocks in all cases except the Consumer Services, Financials, and Oil and Gas sectors. The latter two sectors are found to exhibit a negative response to oil price uncertainty during periods with supply-side shocks instead. By contrast, the impact of oil price uncertainty appears to be insignificant during periods with precautionary demand shocks.
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Dynamic Conditional Correlation
Robert F. Engle · Journal of Business and Economic Statistics · 2002 · 7.1K citations
Business, Finance, Econometrics +16