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如此_AnnieCcc · 2021年02月05日

问个问题

NO.PZ2017092702000088

问题如下:

A portfolio has an expected return of 7% with a standard deviation of 13%. For an investor with a minimum annual return target of 4%, the probability that the portfolio return will fail to meet the target is closest to:

选项:

A.

33%.

B.

41%.

C.

59%

解释:

B is correct.

There are three steps, which involve standardizing the portfolio return: First, subtract the portfolio mean return from each side of the inequality: P(Portfolio return – 7%) ≤ 4% – 7%). Second, divide each side of the inequality by the standard deviation of portfolio return: P[(Portfolio return – 7%)/13% ≤ (4% – 7%)/13%] = P(Z ≤ –0.2308) = N(–0.2308). Third, recognize that on the left-hand side we have a standard normal variable, denoted by Z and N(–x) = 1 – N(x). Rounding –0.2308 to –0.23 for use with the cumulative distribution function (cdf) table, we have N(–0.23) = 1 – N(0.23) = 1 – 0.5910 = 0.409, approximately 41 percent. The probability that the portfolio will underperform the target is about 41 percent.

我真的看不懂看了答案也不知道在说啥子。。。。这道题我用的sfr是错的。。。要用标准正态分布,标准正态不是x-均值除以标准差吗?均值不知道啊。。。只知道标准差啊。。。return又不是均值。。。

1 个答案

星星_品职助教 · 2021年02月06日

同学你好,

这道题要求“ the probability that the portfolio return will fail to meet the target ”,而return target=4%,所以要求的就是P(X<4%)。

P(X<4%)是没法直接查表求的,所以需要将其转化到标准正态分布进而查表进行求解,此时需要代入正态分布标准化的公式,

问题就转化为求P[Z<(4%-7%)/13%]的概率,即P(Z<-0.2308),原版书后表可以查负数,最多小数点后两位。所以P(Z<-0.23)查出来是0.4090,即40.90%,选择B选项。

这道题不需要计算SFR。

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