标题 |
Measuring China's stock market sentiment
衡量中国股市情绪
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Li,J.,Y.Chen,Y.Shen,J.Wang,Z.Huang,“Measuring Chinas Stock Market Sentiment”, Working Paper,2019.Abstract This paper develops textual sentiment measures for China's stock market by extracting the textual tone of 60 million messages posted on a major online investor forum in China from 2008 to 2018. We conduct sentiment extraction by using both conventional dictionary methods based on customized word lists and supervised machine-learning methods (support vector machine and convolutional neural network). The market-level textual sentiment index is constructed as the average of message-level sentiment scores, and the textual disagreement index is constructed as their dispersion. These textual measures allow us to test a range of predictions of classical behavioral asset-pricing models within a unified empirical setting. |
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