欧元区宏观新闻与股票回报:var - garch均值分析

G. Caporale, Fabio Spagnolo, Nicola Spagnolo
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引用次数: 6

摘要

本文利用1994-2013年期间的日常数据,分析了报纸宏观新闻报道对八个欧元区国家(比利时、法国、德国、希腊、爱尔兰、意大利、葡萄牙和西班牙)股票回报的影响。计量经济学分析是基于VAR-GARCH-in-mean模型的估计。结果可以总结如下。在所有情况下,正面(负面)消息对股票收益都有显著的正面(负面)影响。其波动性对股票收益和波动性均有显著影响;具体来说,新闻波动的增加总是与股票回报的下降有关。市场对负面消息的反应尤其强烈,而且在最近的危机期间,这种反应在PIIGS国家更为强烈。
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Macro News and Stock Returns in the Euro Area: A VAR-GARCH-in-Mean Analysis
This paper analyses the effects of newspaper coverage of macro news on stock returns in eight countries belonging to the euro area (Belgium, France, Germany, Greece, Ireland, Italy, Portugal and Spain) using daily data for the period 1994-2013. The econometric analysis is based on the estimation of a VAR-GARCH-in-mean model. The results can be summarised as follows. Positive (negative) news have significant positive (negative) effects on stock returns in all cases. Their volatility has a significant impact on both stock returns and volatility; specifically, an increase in news volatility is always associated with a decrease in stock returns. Markets are particularly responsive to negative news, and the reaction is bigger in the PIIGS countries, and during the recent crisis period.
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