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常馨予 · 2022年06月12日

为什么解题方法与将以471页例题不同呢

NO.PZ2020021205000060

问题如下:

A stock has an expected return of 15% and a volatility of 20%. The current price of the stock is USD 50. Estimate a 99% confidence interval for the price at the end of one day.

选项:

解释:

Here, we are dealing with a short time period, and so it is reasonable to assume that the return is normally distributed. The return has a mean of 15% X (1 /252) = 0.0595%, and a standard deviation of 20% X 1/252\sqrt{1/252} = 1.2599%. The 99% confidence interval for the percentage return is between:

0.0595 - 1.2599 X N1N^{-1}(0.995) = -3.186%

and

0.0595 + 1.2599 X N1N^{-1}(0.995)= +3.305%

The confidence interval for the stock price is therefore between 50 X 0.96814 = 48.4 and

50 X 1.03305 = 51.7.

讲义471页例题中使用的是价格服从lognormal,计算出lnS的区间后再推算出S的区间,这里为什么不使用这种方法呢?怎么区别解题时应该使用哪种方法?

1 个答案
已采纳答案

DD仔_品职助教 · 2022年06月12日

嗨,从没放弃的小努力你好:


这俩题条件给的是一样的,但是问题问的时间区间不一样。

讲义的题目要求是6个月的股票价格,对于长期的股票价格变动我们用的是log,做法和例题一样。

而这道题问的是一天的情况,对于短期一天两天五天这种,我们使用正态分布来计算,像答案解释的一样,收益率在均值左右开出对应置信区间Z值倍的标准差,根据收益率即可计算出一天结束时的价格区间。

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努力的时光都是限量版,加油!

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