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台风来了 · 2023年08月05日

因子的敏感性是如何确定的?

NO.PZ2023040601000013

问题如下:

Lam and Cheung discuss similarities and differences between macroeconomic factor models and fundamental factor models. Lam makes the following statements.

  • Statement 1:The factors in fundamental factor models are based on attributes of stocks or companies, whereas the factors in macroeconomic factor models are based on surprises in economic variables.
  • Statement 2:The factor sensitivities are generally determined first in fundamental factor models, whereas the factor sensitivities are estimated last in macroeconomic factor models.
Which of Lam’s statements regarding macroeconomic factor models and fundamental factor models is correct?

选项:

A.

Only Statement 1

B.

Only Statement 2

C.

Both Statements 1 and 2

解释:

In a macroeconomic factor model, the factors are surprises in macroeconomic variables that significantly explain returns. Factor sensitivities are generally specified first in fundamental factor models, whereas factor sensitivities are estimated last in macroeconomic factor models.

老师,您好!


In a macroeconomic factor model, the factors are surprises in macroeconomic variables that significantly explain returns. Factor sensitivities are generally specified first in fundamental factor models, whereas factor sensitivities are estimated last in macroeconomic factor models. 这句能再解释一下吗?不同模型的因子的敏感性是如何确定的啊?谢谢!

1 个答案

星星_品职助教 · 2023年08月10日

同学你好,

对于fundamental factor model,factor sensitivity直接可以计算出来,这个模型中的sensitivity就是通过公司自身数据做标准化后计算出standardized beta。即先决定factor sensitivity。

对于macroeconomic factor model,factor sensitivity未知,已知的是可以通过实际数据与预期值计算出来的各个“surprise”,所以需要先得到surprise,再通过回归的方式得到factor sensitivity。

所以,factor sensitivity在fundamental factor model中是先确定的,但在macroeconomic factor model是后估计出来的。

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