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梦梦 · 2025年06月13日

关于style

NO.PZ2023101902000100

问题如下:

A group of junior risk analysts at a wealth management firm is discussing methods to evaluate the performance of a mutual fund. The analysts exchange opinions and consider whether style analysis would be an appropriate approach to assess the funds investment decisions. Which of the following statements about style analysis would be correct for the analysts to make?

选项:

A.

Style analysis shows that the contribution of security selection to the variation in the returns of a fund is usually much higher than the contribution of asset allocation.

B.

For style analysis to provide reliable return estimates, risk factor exposures should remain constant throughout the evaluation period.

C.

In style analysis, returns are regressed on relevant benchmark indices and the Rsquare measures the percentage return variability attributable to style choice.

D.

In style analysis, returns are regressed on non-tradable factors and the intercept of the regression measures the average return attributable to style choice.

解释:

C is correct. Style analysis was introduced as a tool to systematically measure the exposures of managed portfolios. In style analysis, fund returns are regressed on indexes representing a range of asset classes and the R-square of the regression would then measure the percentage of return variability attributable to style choice rather than security selection.

A is incorrect. Style analysis emphasizes the significance of asset allocation, not security selection, on return variation. For example, according to a well-known study that helped to popularize this type of analysis, 91.5% of the variation in returns of 82 mutual funds could be explained by the funds asset allocation to bills, bonds, and stocks.

B is incorrect. Style analysis is capable of handling time-varying benchmarks and was introduced in part to capture time-variating exposures.

D is incorrect. In style analysis, fund returns are regressed on relevant indices and the intercept of the regression (alpha) measures the average return from security selection.

老师好,在经典题视频讲到这题时,C选项,说R^2,代表了大盘能有多少被解释,但Y不应该是Rp吗,就是组合收益率。应该是组合的收益率能有多少被解释吧?或者您能写下style的回归表达式吗?

1 个答案

李坏_品职助教 · 2025年06月13日

嗨,努力学习的PZer你好:


回归的时候,因变量是Rp,自变量是代表某些风格的指数。

Rp = 常数项 + β1 * 市值风格指数 + β2 * 价值风格指数 + β3 * 动量风格指数 +...


R^2越高,说明这个mutual fund的收益率,有较高的比例能够被这些指数去解释。 你说的是对的。

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