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15288973619 · 2023年07月26日

statement1

NO.PZ2022122801000038

问题如下:

Monteo and Chaterji also discuss other approaches to asset allocation. Chaterji tells Monteo that he understands the factor-based approach to asset allocation to have two key characteristics:

Ÿ Characteristic 1 The factors commonly used in the factor-based approach generally have low correlations with the market and with each other.

Ÿ Characteristic 2 The factors commonly used in the factor-based approach are typically different from the fundamental or structural factors used in multi-factor models.

Monteo concludes the meeting with Chaterji after sharing his views on the factor based approach.

Which of the characteristics put forth by Chaterji to describe the factor-based approach is/are correct?

选项:

A.

Only Characteristic 1

B.

Only Characteristic 2

C.

Both Characteristic 1 and Characteristic 2

解释:

A is correct. The factors commonly used in the factor-based approach generally have low correlations with the market and with each other. This results from the fact that the factors typically represent what is referred to as a zero (dollar) investment or self-financing investment, in which the under-performing attribute is sold short to finance an offsetting long position in the better-performing attribute. Constructing factors in this manner removes most market exposure from the factors (because of the offsetting short and long positions); as a result, the factors generally have low correlations with the market and with one another. Also, the factors commonly used in the factor-based approach are typically similar to the fundamental or structural factors used in multifactor models.

factors 与市场market 也是 low correlation?

1 个答案

lynn_品职助教 · 2023年07月27日

嗨,从没放弃的小努力你好:


factors 与市场market 也是 low correlation?


单独看某个factor,比如说公司规模(size),它是一个基本面的因素,也是每家公司特有的性质,所以属于非系统性风险,那和market(也就是系统性风险)的相关性是很低的。


举个栗子


factor-based approach 典型的例子是Fama-French 3-factor model,总共涉及3个因子,market factor, size factor, value factor。


其中 size factor return=Small-cap stock return−Large-cap stock return


value factor return=high BV/MV return- low BV/MV return。


这两个风险因子与市场的相关性很低。与两个风险因子构建的方法有关。


比如说Size factor,这里用到的其实就是控制变量法。因为每一个股票都会受到市场、规模、价值、流动性、惯性等等各种因子的影响,但是我们现在只考虑规模。所以平均来看,其它的因子会均匀的分布在大盘股、中盘股、小盘股中。也就是说,如果把市场上所有的股票按规模排个序,分成三等分,有大盘股、中盘股、小盘股,用小盘股的收益减去大盘股的收益,就把规模这个因子单独提取出来了。其它因子,由于平均来看是均匀分布的,所以在减法中相互抵消,就不存在了。


同样的道理,构建value factor,把市场上所有的股票按BV/MV ratio的大小排个序,分成三等分,分成value、growth、blended stock,用价值股的收益减去成长股的收益,就把value这个因子单独提取出来了。其它因子,由于平均来看是均匀分布的,所以在减法中相互抵消,也不存在了。


所以size factor和value factor,都是单独提取出来的因子,跟市场的相关性很低。

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NO.PZ2022122801000038问题如下 Monteo anChaterji alsoscuss other approaches to asset allocation. Chaterji tells Monteo thheunrstan the factor-baseapproato asset allocation to have two keycharacteristics:Ÿ Characteristic 1 The factorscommonly usein the factor-baseapproagenerally have low correlations withthe market anwith eaother.Ÿ Characteristic 2 The factors commonly usein the factor-basepproaare typically fferent from the funmentor structurfactorsusein multi-factor mols.Monteo conclusthe meeting with Chaterji after sharing his views on the factor baseapproach.Whiof thecharacteristiput forth Chaterji to scrithe factor-baseapproachis/are correct? A.Only Characteristic 1B.Only Characteristic 2C.Both Characteristic 1 anCharacteristic 2 A is correct. The factors commonly usein the factor-baseapproagenerally have low correlations with the market anwith eaother. This results from the faththe factors typically represent whis referreto a zero (llar) investment or self-financing investment, in whithe unr-performing attribute is solshort to finanoffsetting long position in the better-performing attribute. Constructing factors in this manner removes most market exposure from the factors (because of the offsetting short anlong positions); a result, the factors generally have low correlations with the market anwith one another. Also, the factors commonly usein the factor-baseapproaare typically similto the funmentor structurfactors usein multifactor mols. 不太理解第二項為什麼不對,funment也用factor嗎

2023-07-25 22:25 1 · 回答