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ruby5ltc · 2023年07月30日

为什么不是计算IR?

NO.PZ2015121810000078

问题如下:

You are analyzing three investment managers for a new mandate. The following table provides the managers’ ex-ante active return expectations and portfolio weights. The last two columns include the risk and the ex post, realized active returns for the four stocks.

Suppose all three managers claim to be good at forecasting returns. According to the expanded fundamental law of active management, which manager is the best at efficiently building portfolios by anticipating future returns?

选项:

A.Manager 1
B.Manager 2
C.Manager 3

解释:

C is correct.

The proper statistic to calculate is the information coefficient, and
it is defined as follows:

lIC=ρ(RAiσi,μiσi){l}IC=\rho\left(\frac{R_{Ai}}{\sigma_i},\frac{\mu_i}{\sigma_i}\right)\\

A manager is a good forecaster if his or her ex ante, active return expectations (forecasts) are highly correlated with the realized active returns. The information coefficient requires that these forecasts and realized returns be risk-weighted. When this is done for the three managers, the risk-weighted forecasts and realized returns are:

The ICs are found by calculating the correlations between each manager’s forecasts and the realized risk-weighted returns. The three managers have the following ICs:

Manager 3 has the highest IC.

考点: The Fundamental Law of Active Management

解析:三个基金经理都声称自己擅于预测收益率,而题目问哪个基金经理预测未来收益率能力最强,因此衡量指标是IC,也就是调整风险后的forecasted active returns与realized active returns之间的相关性。IC越大,预测能力越强。

计算公式为IC=COR(RAiσi,μiσi)IC=COR(\frac{R_{Ai}}{\sigma_i},\frac{\mu_i}{\sigma_i}) 。如英文答案中的表格所示,首先计算Risk-weighted forecasts return和Risk-weighted realized return,然后使用计算器求correlation:

以Manager 1为例:

首先清除历史记录【2nd】【7】【2nd】【CLR WORK】

依次输入两组数据:X01=0.176【】Y01=0.353【】X02=0.400【】Y02=0.700【】X03=0.417【】Y03=0.333【】X04=0.240【】Y04=0.080

求出相关性系数:【2nd】【8】一直按向下的箭头,直到出现r,r=0.5317。(与英文答案略有差异,是保留小数点的误差。)

为什么不是计算IR?

1 个答案

星星_品职助教 · 2023年07月30日

同学你好,

本题的描述为Suppose all three managers claim to be good at forecasting returns. ....which manager is the best at efficiently building portfolios by anticipating future returns?

可见强调的是基金经理预测未来收益率的能力,与此对应的指标即为IC。

IR衡量基金经理整体主动管理的能力,并不只有预测收益率一项,还有构建组合的能力、独立选股能力等。

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NO.PZ2015121810000078 通过题目“forecasting returns”可以判断研究的是IC,information coefficient。 但是干扰字眼builng portfolios让我疑惑是否需要用的事TC。怎么理解?

2022-03-08 10:21 2 · 回答

NO.PZ2015121810000078  risk-weighteforecasts表格中的数据是怎么算出来的?

2021-12-12 15:53 1 · 回答