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410140980 · 2022年11月03日

dw为什么不用σ *dt开方

NO.PZ2020033001000094

问题如下:

Vincent is forecasting spot rate changes via short rate term structure models. The current short-term interest rate is 6% with a volatility of 100bps.dw, a normally distributed random variable with mean 0 and standard deviation dt\sqrt{dt}, is -0.5 after one quarter passes. Assume a constant interest rate drift, λ, of 0.48%. What is the new spot rate?

选项:

A.

5.37%.

B.

5.62%.

C.

5.76%.

D.

4.24%

解释:

B is correct.

考点:Model 2

解析:

Using Model 2 (with constant drift). The change in the spot rate is computed as:

dr = λ dt + σ dw

dr = (0.48% /4) + (1% x -0.5) = -0.38%

The new spot rate in one quarter is:

6% - 0.38% = 5.62%

老师上课一般用σ * dt 代替dw,这道题我的理解是ε~N(0,1), 默认条件。 dw~N(0, dt )

dr=λdt+ε*σ * dt  所以我代入了0.48%/4 - 0.5*1%* 1/2 

其实就是不太理解题目给的dw 服从正太分布均值为0,方差为dt=-0.5这个条件。解析中这个-0.5是dw,但我感觉好像是想说 dt 是-0.5.


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已采纳答案

李坏_品职助教 · 2022年11月03日

嗨,努力学习的PZer你好:


这句话如下:dw, a normally distributed random variable with mean 0 and standard deviation √dt​, is -0.5 after one quarter passes. 


仔细观察这个dw后面是逗号,然后√dt后面也有逗号,这个是一个定语从句,用来修饰dw的。所以这句话主语就是dw,去掉定语修饰,等于是:dw is -0.5 after one quarter passes。所以dw就是-0.5

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