基于特質(zhì)風(fēng)險(xiǎn)的股票市場(chǎng)投資策略研究
[Abstract]:According to traditional portfolio theory and CAPM model, trait risk can be avoided by diversification. However, due to the influence of transaction cost, risk preference and other factors, investors can not make a good diversification investment. So they have to take the risk of idiosyncrasies. It is under this background that this paper starts from the problem of trait risk, on the basis of systematically summarizing and summarizing the theoretical and empirical research on trait risk, through the study of the relationship between trait risk and expected income, investor behavior, and so on. Based on the relevant conclusions of behavioral finance, this paper constructs a stock market investment strategy based on trait risk, that is, stocks with low trait risk adopt momentum strategy and stocks with high trait risk adopt reverse strategy. The main conclusions are as follows: firstly, this paper studies the relationship between trait risk and expected return. The pricing model based on idiosyncratic risk is derived by formula and model. The model shows that the expected return of stock is affected not only by systematic risk, but also by idiosyncratic risk, which proves theoretically that idiosyncratic risk can be priced. Then, we use EGARCH model, which can describe volatility time series, to estimate trait risk. Cross section regression analysis and portfolio analysis are used as empirical research methods. The study shows that there is a significant positive correlation between trait risk and expected return, and it is stable in different time intervals. The study shows that there is no so-called "trait volatility puzzle" in China's stock market. The fundamental reason for this anomaly lies in the neglect of the time series attribute of the idiosyncratic volatility. Secondly, this paper studies the influence of institutional investor behavior on trait risk and risk overpayment. Through empirical research, this paper finds that a large number of institutional holdings can help to reduce the specific risk of the stock, the increase of institutional ownership ratio, the decrease of the volatility of the stock, the lower the proportion of institutional investors, the greater the specific risk. The more stocks are expected to return. This paper analyzes and discusses the relationship between trait risk and expected income from the perspective of institutional shareholding, further points out the importance of diversification, and points out that investors' inability to fully diversify their investment is the reason leading to positive pricing of idiosyncratic risk. Finally, based on the theory of behavioral finance and the conclusion of trait risk, this paper constructs a stock market investment strategy based on idiosyncratic risk. Through the analysis of momentum effect and reversal effect based on trait risk, it is found that the higher the trait risk is, the more obvious the reverse effect is. Adopting reverse strategy for high trait risk stocks can outperform benchmark index obviously after historical data test.
【學(xué)位授予單位】:電子科技大學(xué)
【學(xué)位級(jí)別】:碩士
【學(xué)位授予年份】:2012
【分類號(hào)】:F832.51;F224
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