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首页> 外文期刊>Mathematical Problems in Engineering: Theory, Methods and Applications >An Empirical Study of the Effect of Investor Sentiment on Returns of Different Industries
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An Empirical Study of the Effect of Investor Sentiment on Returns of Different Industries

机译:投资者情绪对不同行业收益影响的实证研究

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Studies on investor sentiment are mostly focused on the stock market, but little attention has been paid to the effect of investor sentiment on the return of a specific industry. This paper constructs a proxy variable to examine the relationship between investor sentiment and the return of a specific industry, using the Principle Component Analysis, and finds that investor sentiment is positively correlated with the industry return of the current period and negatively correlated with that of one lag period; we classify investor sentiment as optimistic state and pessimistic state and find that optimistic investor sentiment has a positive effect on stock returns of most industries, while pessimistic investor sentiment has no effect on them; this paper further builds a two-state Markov regime switching model and finds that sentiment has different effect on different industries returns on different states of market.
机译:对投资者情绪的研究主要集中在股市上,但很少关注投资者情绪对特定行业回报的影响。本文运用主成分分析法构造了一个代理变量,用于检验投资者情绪与特定行业收益之间的关系,发现投资者情绪与当期行业收益呈正相关,与某一时期的行业收益呈负相关。滞后期我们将投资者情绪分为乐观状态和悲观状态,发现乐观的投资者情绪对大多数行业的股票收益都有积极影响,而悲观的投资者情绪对他们却没有影响。本文进一步建立了两状态马尔可夫体制转换模型,发现情绪对不同行业,不同市场状态下的收益有不同的影响。

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