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410140980 · 2022年11月03日

回归中残差项自相关的问题

NO.PZ2020033001000055

问题如下:

In a regression-based hedge, there are two approaches: yields-on-yields approach and changes-in-yields-on-changes-in-yields approach. Which of the following statement most accurately describes the error terms in these two approaches?

选项:

A.

The error terms are totally uncorrelated in these two approaches.

B.

Yield-on- yield error terms are totally correlated, and change-on-change error terms are not.

C.

Change-on-change error terms are totally correlated, and yield-on-yield error terms are not.

D.

In both approaches, error terms are correlated over time.

解释:

D is correct.

考点:Regression-based hedge

解析:

In yield-on-yield approach, error terms are somewhat correlated over time. In the change-on-change approach, the error terms are completely correlated. Thus, error terms are correlated over time with both approaches.

由于两种方法都是采用时间序列数据做回归,而利率在现实中是会受上一期数据影响的,所以都会导致 error term 自相关,此处不是重要知识点,了解即可。

老师在这题当中选项描述的都是残差项是否有相关性,能建立回归方程的前提不就是残差项不相关吗?那应该是A啊

1 个答案

品职答疑小助手雍 · 2022年11月03日

同学你好,是先有回归方程,后有残差项的,残差项自相关不自相关只是在检验回归的有效性,这里残差项自相关只是这里回归结果的体现,而不是前提。

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NO.PZ2020033001000055 问题如下 In a regression-basehee, there are two approaches: yiel-on-yiel approaanchanges-in-yiel-on-changes-in-yiel approach. Whiof the following statement most accurately scribes the error terms in these two approaches? A.The error terms are totally uncorrelatein these two approaches. B.Yielon- yielerror terms are totally correlate anchange-on-change error terms are not. C.Change-on-change error terms are totally correlate anyielon-yielerror terms are not. In both approaches, error terms are correlateover time. is correct.考点Regression-basehee解析In yielon-yielapproach, error terms are somewhcorrelateover time. In the change-on-change approach, the error terms are completely correlate Thus, error terms are correlateover time with both approaches. 由于两种方法都是采用时间序列数据做回归,而利率在现实中是会受上一期数据影响的,所以都会导致 error term 自相关,此处不是重要知识点,了解即可。 如题

2024-03-15 16:10 1 · 回答

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2022-04-10 19:12 1 · 回答

老师好,题目里面提到的yiel-on-yiel approach和 changes-in-yiel-on-changes-in-yiel approach都是什么方法?课上好像没有讲到过。

2021-01-02 17:17 3 · 回答