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仙子伊布 · 2025年05月15日

选项问题

NO.PZ2023101902000001

问题如下:

A risk analyst is estimating the return of an investment portfolio using the Fama-French three-factor model. The analyst regresses thirty years of weekly portfolio returns against the three factors of the model. The analyst obtains the following regression results:

Assuming all estimated coefficients are statistically significant, which of the following is correct?

选项:

A.The portfolio return is positively correlated with the size factor, and this should decrease its performance since small-cap stocks generally underperform large-cap stocks over time. B.The portfolio return is positively correlated with the value factor, and this should increase its performance since stocks with low book-to-market values generally underperform stocks with high book-to-market values over time. C.The portfolio return is negatively correlated with the size factor, and this should increase its performance since stocks with high market capitalizations generally outperform stocks with low market capitalizations over time. D.The portfolio return is negatively correlated with the value factor, and this should decrease its performance since value stocks generally outperform growth stocks over time.

解释:

The two Fama-French factors, SMB and HML, are factors that measure size and value-growth exposures, respectively. The SMB factor measures the relative performance of small-capitalization stocks compared to large-capitalization stocks. Small stocks tend to outperform large stocks over time (although evidence of this effect has become weaker in recent years), and a positive coefficient indicates the portfolio’s exposure to small stocks. SMB is defined as the performance of small capitalization stocks minus the performance of big capitalization stocks. The HML factor measures the relative performance of value stocks compared to growth stocks. Value stocks tend to outperform growth stocks, and a negative coefficient indicates the portfolio’s exposure to growth stocks. HML is defined as the performance of value stocks (those with high book-to-market values) minus the performance of growth stocks (those with low book-to-market values). D is correct because the negative HML factor indicates that the portfolio is more exposed to growth stocks, which would tend to decrease its performance over time.

选项里的outperform怎么理解,理论上来说小盘股和价值股是不如大盘股和成长股的,所以在利率里有补偿,为什么选项里小盘股和价值股可以说表现更好?

1 个答案

李坏_品职助教 · 2025年05月16日

嗨,努力学习的PZer你好:


C 选项的说法是错误的。


C.The portfolio return is negatively correlated with the size factor, and this should increase its performance since stocks with high market capitalizations generally outperform stocks with low market capitalizations over time.


C选项说投资组合的收益率是和size factor负相关(这句话错误,因为表格里写的SMB的系数是大于0的)。

另外C选项意思是,大盘股通常优于小盘股,这个说法不符合学术界的研究结论。按照学术界的成果,美国和中国的股票市场长期来看都是小盘股优于大盘股。目前学者对size factor的解释,在西方主要是因为小盘股风险高一些,需要更大的风险补偿(股票的预期收益率也可以看做风险补偿,不仅仅是利率由补偿)。在中国,主要是因为过去A股市场是核准制上市,小盘股有借壳上市的特殊价值,所以受到追捧。


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