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投资者情绪对股票市场超额收益及波动的影响效应研究

he effect of investor sentiment on excess return and fluctuation of stock market

中文摘要英文摘要

本文选取沪深两市A股中股票换手率、新增开户数、A股成交量、个股回报率、消费者信心指数等指标作为情绪代理变量,运用熵值法改进的主成分分析方法测算了投资者情绪综合指数(INSENT),并基于族模型估计了A股中不同股票市值市场的投资者情绪对超额收益及风险波动的影响效应。结果表明:投资者情绪对于市场超额收益的影响是长期稳定的,在小市值的股票市场中,前后两期投资者情绪指数变动比滞后一期情绪指数对超额收益率的影响大;而在大市值的股票市场中,滞后一期的情绪指数比前后两期情绪指数变动对超额收益率的影响更大。其次,在超额收益的波动方面,小市值股票市场受到情绪指数的冲击较大,且投资者的消极情绪对波动的影响效应更显著;而在大市值股票市场超额收益率波动受到积极或者消极投资者情绪变动的影响均不明显。

In this paper, This article selects stock rate of turnover , new accounts, A-share trading volume、stock returns, and the consumer confidence index as mood proxy variables from the Shanghai and shenzhen stock exchange, using the improved principal component analysis by entropy value method to calculate the comprehensive index of investor sentiment (INSENT). Based on the GARCH-M model, the effect of investor sentiment on excess returns and risk fluctuation is estimated in different stock market value market in A shares. The results show that investor sentiment in the excess returns of the market influence is persistence, in the small market value of the stock market, the current changes in investor sentiment index has greater influence than the lag issue of sentiment index on the excess yields; In the large-cap stock market, the lagging sentiment index has more impact on the excess yield than the current investor sentiment index changes. In terms of the volatility of excess earnings, small-cap stock market has more affected by the sentiment index, and the negative sentiment changes has more significant effect on the fluctuation. However, the volatility of the excess return of large-cap stock market is not significantly affected by positive or negative sentiment changes.significant effect on the fluctuation. However, the volatility of the excess return of large-cap stock market is not significantly affected by positive or negative sentiment changes.

薛丽丹、陈文静

财政、金融

投资者情绪GARCH-M族模型超额收益率波动性

investor sentimentextension of GARCH-M modelexcess volatility of yieldvolatility

薛丽丹,陈文静.投资者情绪对股票市场超额收益及波动的影响效应研究[EB/OL].(2017-09-30)[2025-08-16].http://www.paper.edu.cn/releasepaper/content/201709-127.点此复制

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