Structural transmissions among investor attention,stock market volatility and trading volumes |
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Authors: | Helmut Herwartz Fang Xu |
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Abstract: | We employ data-based approaches to identify the transmissions of structural shocks among investor attention measured by Google search queries, realised volatilities and trading volumes in the United States, the United Kingdom and the German stock market. The two identification approaches adopted for the structural vector autoregressive analysis are based on independent component analysis and the informational content of disproportional variance changes. Our results show robust evidence that investors' attention affects both volatilities and trading volumes contemporaneously, whereas the latter two variables lack immediate impacts on investors' attention. Some movements in investors' attention can be traced back to market sentiment. |
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Keywords: | realised volatility search engine data structural VAR |
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