管理科学
管理科學
관이과학
Journal of Management Science
2015年
5期
106-115
,共10页
股票特质波动率%股票收益%投资者情绪%不完全信息%流动性
股票特質波動率%股票收益%投資者情緒%不完全信息%流動性
고표특질파동솔%고표수익%투자자정서%불완전신식%류동성
idiosyncratic volatility%stock return%investor sentiment%incomplete information%liquidity
从理论和实证两个角度分析股票特质波动率、股票收益与投资者情绪之间的动态关系。将受投资者情绪影响的噪声投资者引入 Merton 基于不完全信息的市场均衡模型,以2007年至2012年沪、深两市A股上市公司数据为样本,运用有向无环图( DAG )技术识别SVAR模型,实证检验股票特质波动率与股票收益和投资者情绪的相关性。研究结果表明,股票特质波动率与股票收益正相关;股票收益率对股票特质波动率的弹性,随着投资者情绪的增加和噪声投资者比例的上升而增大。投资者情绪和股市流动性是影响中国股票市场高特质波动股票与低特质波动股票截面收益差异大小的重要原因。投资者越乐观、市场上流动性越强,高特质波动组合收益率与低特质波动组合收益率的截面差异就越大。研究结果有利于加深对投资者行为的认识,从更符合中国资本市场情况的角度分析股票特质波动率与股票收益的关系。
從理論和實證兩箇角度分析股票特質波動率、股票收益與投資者情緒之間的動態關繫。將受投資者情緒影響的譟聲投資者引入 Merton 基于不完全信息的市場均衡模型,以2007年至2012年滬、深兩市A股上市公司數據為樣本,運用有嚮無環圖( DAG )技術識彆SVAR模型,實證檢驗股票特質波動率與股票收益和投資者情緒的相關性。研究結果錶明,股票特質波動率與股票收益正相關;股票收益率對股票特質波動率的彈性,隨著投資者情緒的增加和譟聲投資者比例的上升而增大。投資者情緒和股市流動性是影響中國股票市場高特質波動股票與低特質波動股票截麵收益差異大小的重要原因。投資者越樂觀、市場上流動性越彊,高特質波動組閤收益率與低特質波動組閤收益率的截麵差異就越大。研究結果有利于加深對投資者行為的認識,從更符閤中國資本市場情況的角度分析股票特質波動率與股票收益的關繫。
종이론화실증량개각도분석고표특질파동솔、고표수익여투자자정서지간적동태관계。장수투자자정서영향적조성투자자인입 Merton 기우불완전신식적시장균형모형,이2007년지2012년호、심량시A고상시공사수거위양본,운용유향무배도( DAG )기술식별SVAR모형,실증검험고표특질파동솔여고표수익화투자자정서적상관성。연구결과표명,고표특질파동솔여고표수익정상관;고표수익솔대고표특질파동솔적탄성,수착투자자정서적증가화조성투자자비례적상승이증대。투자자정서화고시류동성시영향중국고표시장고특질파동고표여저특질파동고표절면수익차이대소적중요원인。투자자월악관、시장상류동성월강,고특질파동조합수익솔여저특질파동조합수익솔적절면차이취월대。연구결과유리우가심대투자자행위적인식,종경부합중국자본시장정황적각도분석고표특질파동솔여고표수익적관계。
Systematic risk is priced only in the cross-sectional stock returns based on the traditional asset pricing models.Howev-er, idiosyncratic risk may not be fully diversified as market is imperfect and idiosyncratic risk is positively related to stock returns (Merton, 1987).Ang, Hodrick, Xing and Zhang (2006, 2009) suggest a negative relationship between idiosyncratic risk and stock returns, which makes idiosyncratic volatility one of the most popular asset pricing puzzles, called the“idiosyncratic volatili-ty puzzle”.Recent studies have re-examined the relationship between idiosyncratic volatility and stock returns, and reached con-tradictory conclusions.In emerging economies, like China, the capital markets are dominated by individual investors, where the stock prices are more likely to be affected by investor sentiment and noise trading.This paper investigates the dynamic relation-ship between the idiosyncratic volatility, the stock returns and the investor sentiment from both theoretical and empirical perspec-tives.First, this paper incorporates the noise traders affected by investor sentiment into the capital market equilibrium model with incomplete information of Merton (1987).The theoretical results indicate that the idiosyncratic volatility and the stock return are positively correlated, and the elasticity of expected excessive returns with respect to the idiosyncratic volatility is an increasing function of investor sentiment and noise traders.And then, we investigate the role of idiosyncratic risk as a systematic factor in the asset pricing process.Particularly, we present the idiosyncratic risk premium as a source of systematic risk factor capturing the returns of buying stocks with the highest idiosyncratic risk and selling stocks with the lowest idiosyncratic risk.The mid-term HaoDan Index, which is released by Stock Market Trend Analysis Weekly in China, is used as investor sentiment indicator.By employing the data from Shanghai Stock Exchange from 2007 to 2012 and utilizing the directed acyclic graphs ( DAG) to identify the structural VAR model, we find that the investor sentiment and market liquidity play an important role in indicating the differ-ence in returns between stocks with high idiosyncratic volatility and stocks with low idiosyncratic volatility.We find that the cross-sectional differences in returns between stocks with high idiosyncratic volatility and stocks with low idiosyncratic volatility ( IVF) in China′s stock market will be higher when the investors are more optimistic and the market is more liquid.This study is of great help to a better understanding of investor behaviour and the relation between idiosyncratic volatility and stock return in China.